THE 11TH INTERNATIONAL CONFERENCE ON ICT CONVERGENCEsigongji.ictc.org/wp/data/ICTC 2020 Final...

October 21-23, 2020Ramada Plaza Hotel, Jeju Island, Korea

http://ictc.org

THE 11TH INTERNATIONAL CONFERENCE ON

ICT CONVERGENCE ““Data, Network, and AI in the age of 'Untact'Data, Network, and AI in the age of 'Untact'””

Final Program

This work was supported by the Korean Federation of Science and Technology Societies(KOFST) grant funded by the Korean Government.

Patrons

Organized by Technically Co-Sponsored by

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IEEE Catalog Number : CFP2092M-ARTISBN : 978-1-7281-6758-9


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Table of Contents

Committees .........................................................................................................................4

Message from the Chairs ...............................................................................................10

Program at a Glance........................................................................................................11

Session Room Locations ................................................................................................13

Plenary Sessions..............................................................................................................14

Industrial Sessions ..........................................................................................................18

Special Sessions ..............................................................................................................23

Technical Paper Sessions ..............................................................................................35

Registration .......................................................................................................................75

Venue .................................................................................................................................76

Transportation to and from Hotel ..................................................................................77

Travel Information ............................................................................................................78


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Committees

International Advisory Committee Honorary ChairKi-Young Choi (Ministry of Science and ICT, Korea) IAC ChairSaewoong Bahk (Seoul National Univ., Korea) IAC Co-Chairs Myung Joon Kim (ETRI, Korea) Chang Yeong Kim (NIPA, Korea)Seok Jin Seo (KCA, Korea) Jae Moon Park (TTA, Korea)Yong-sik Moon (NIA, Korea) Seok-hwan Kim (KISA, Korea)Youngsam Kim (KETI, Korea) Ho-Yeol Kwon (KISDI, Korea)Myung-Ja Kim (KOFST, Korea) Jung-Hye Roe (NRF, Korea)Namyong Her (KATECH, Korea) Jae Hak Oh (KOTI, Korea)Hong Keun Gil (NRC, Korea) Hyo Derk Park (GERI, Korea)Kyeongkyu Kim (RDA, Korea) Seong Ju Kang (Koreapost, Korea)Byeong Jo Suh (ITP, Korea) Seung Heon Han (KICT, Korea)Young Sun Kim (KOPTI, Korea) Yoon Duk Lee (KANC, Korea)Chang-Gil Kim (KREI, Korea) Yeong Sung Lee (NECA, Korea)Seok-hwan Kim (KISA, Korea) Gyuha Choe (KERI, Korea)Hongbeom Jeon (KT Corp., Korea) Jong-Kyun Shin (Samsung Electronics Co., Ltd., Korea)Juno Cho (LG Electronics Inc., Korea) Jeongho Park (SK Telecom Co., Ltd., Korea)Jeongkoo Lee (KICI, Korea) Jae-bum Seok (IITP, Korea)Hyun Hwoi Ha (LG Uplus Corp. & RAPA, Korea) Joon Chung (SOLiD Inc., Korea)Naitong Zhang (Harbin Institute of Tech., China) Masahiro Umehira (Ibaraki Univ., Japan)Max Mühlhäuser (Technical University of Darmstadt, Germany)

IAC Members Kyung Sup Kwak (Inha Univ., Korea) Byeong Gi Lee (Seoul National Univ., Korea)Dae Hee Youn (Yonsei Univ., Korea) Hyung Jin Choi (Sungkyunkwan Univ., Korea)Eun-Soo Kim (Kwangwoon Univ., Korea) Daehyoung Hong (Sogang Univ., Korea)Jinwoo Park (Korea Univ., Korea) Jaiyong Lee (Yonsei Univ., Korea)Dong-Ho Cho (KAIST, Korea) Jong-Seon No (Seoul National Univ., Korea)Yong Soo Cho (Chung-Ang Univ., Korea) Youze Cho (Kyungpook National Univ.)Chung G. Kang (Korea Univ., Korea) Yeong Min Jang (Kookmin Univ., Korea)Moon Ho Lee (Chunbuk National Univ., Korea) Won-Yeol Shin (ALU Korea, Korea)Myung Sook Kwon (Intel Korea, Korea) Tewon Lee (Qualcomm Korea, Korea)Min Woo Nam (Dasan Networks, Korea) Byung K. Yi (UCSD. USA)Won Ki Min (Ministry of Science and ICT, Korea) Hsi-Pin Ma (NTHU, Taiwan)Kalamullah Ramli (Universitas Indonesia) Seung Ku Hwang (ETRI, Korea)Bongtae Kim (ETRI, Korea) Larry Milstein (UCSD, USA)Ed Tiedemann (Qualcomm Technologies, USA) Lajos Hanzo (Univ. of South Hampton, UK)Zygmunt J. Haas (Cornell Univ., USA) Shoji Shinoda (Chuo Univ., Japan)Andrzej Jajszczyk (AGH Univ. of Science and Technology, Poland) Bijan Jabbari (George Mason Univ., USA)Pascal Lorenz (Univ. of Haute Alsace, France) Bongtae Kim (ETRI, Korea)


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Committees

Steering Committee SC ChairYoung-Han Kim (Soongsil Univ., Korea) SC Co-Chairs Seok Young Jang (Ministry of Science and ICT, Korea) Skott Ahn (LG Electronics Inc., Korea)Kyung Whoon Cheun (Samsung Electronics Co., Ltd., Korea) Yang Zhen (VP of CIC, Nanjing Univ. Posts & Telecommunications, China)Masakazu Sengoku (Niigata Univ., Japan) Marco Chiani (Univ. of Bologna, Italy)Sang Wu Kim (Iowa State Univ., USA) Young-Han Kim (Soongsil Univ., Korea)

SC Members Jong Suk Chae (ETRI, Korea) Hojin Lee (ETRI, Korea)Jinwoong Kim (ETRI, Korea) Dong Ku Kim (Yonsei Univ., Korea)Yoon Kyu Park (Ministry of Science and ICT, Korea) Hyogun Lee (Samsung Electronics Co., Ltd., Korea)Kookyeon Kwak (LG Electronics Inc., Korea) Lyoung Choi (NIPA, Korea)Kyoung Cheol Koo (TTA, Korea) Suk Sang Ryu (NIA, Korea)Ro Yeong Lee (NIA, Korea) Hyun Kyu Jo (GERI, Korea)Suk Jun Yoon (Koreapost, Korea) Byeong Gon Kim(KICT, Korea)Jae Wang Ryu (KOPTI, Korea) Suk Hyun Kim (NECA, Korea)Jaehyun Yeo (KISDI, Korea) Kyu Bok Lee (KETI, Korea)Jae Kwan Lee (KATECH, Korea) Young Jun Moon (KOTI, Korea)Yeon Bae Kim (IITP, Korea) Dong-won Han (ETRI, Korea)Hyunkyu Chung (ETRI, Korea) Chieteuk Ahn (ETRI, Korea)Dong-In Kim (Sungkyunkwan Univ., Korea) Ilyoung Chong (Hankuk Univ. of Foreign Studies, Korea)Heung-Koon Choi (Inje Univ., Korea) Dae-Gwon Jeong (Korea Aerospace Univ., Korea)Young-Tak Kim (Yeungnam Univ., Korea) KyungHi Chang (Inha Univ., Korea)Seong-Ho Jeong (Hankuk Univ. of Foreign Studies, Korea) Sang-Jo Yoo (Inha Univ., Korea)Sunghyun Choi (Samsung Electronics, Korea) Myungsik Yoo (Soongsil Univ., Korea)Hyukjoon Lee (Kwangwoon Univ., Korea) Abdelhamid Mellouk (Univ. of Paris-Est Creteil Val de Marne, France)Malathi Veeraraghavan (Univ. of Virginia, USA) Falko Dressler (Univ. of Erlangen, Canada)Xuemin (Sherman) Shen (Univ. of Waterloo, Canada) Halim Yanikomeroglu (Carleton Univ., Canada)Elvino Sousa (Univ. of Toronto, Canada) Kwang-Cheng Chen (National Taiwan Univ., Taiwan)Moe Win (MIT, USA) Honggang Zhang (Zhejiang Univ., China)Dongfeng Yuan (Shandong Univ., China) Joel Rodriques (Univ. of Beira Interior, Portugal)Nguyen Tien Dzung (Hanoi Univ. of Science and Technology, Vietnam) Yacine Ghamri-Doudane (Univ. of La Rochelle Institute of Technology, France)Jaime Lloret Mauri (Polytechnic Univ. of Valencia, Spain) Jinsong Wu (Universidad de Chile, Chile)F. Richard Yu (Carleton Univ., Canada) Tarik Taleb (Aalto Univ., Finland)Rami Langar (University of Eastern Paris, Marne-la-Vallée (UPEM), France) Periklis Chatzimisios (Alexander Technological Educational Institute of Thessaloniki, Greece) Nazim Agoulmine (University of Evry Val d’Essonne, France)Sungyoung Lee (Kyunghee Univ., Korea) Hong Yeop Song (Yonsei Univ., Korea)Yoan Shin (Soongsil Univ., Korea) Een-Kee Hong (Kyung Hee Univ., Korea)Yeon Man Jeong (GWNU, Korea) Yong Wan Park (Yeungnam Univ., Korea)Young Sun Kim (KOPTI, Korea) Giyoel Choi (JEI Univ., Korea)Sangmi Lee (IITP, Korea) WonCheol Lee (Soongsil Univ., Korea)Jaehak Chung (Inha Univ., Korea) Seung Hyong Rhee (Kwangwoon Univ., Korea)Seongchoon Lee (Giga KOREA Foundation, Korea) Hyunje Park (Sogang Univ., Korea)Ir. Muhamad Asvial (Universitas Indonesia)


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Committees

Organizing Committee OC Chair OC Co-ChairSeung Chan Bang (ETRI, Korea) Tomoaki Ohtsuki (Keio Univ., Japan)

OC Vice-ChairsHyun-Woo Lee (ETRI, Korea) Seong-Ho Jeong (HUFS, Korea)

Technical Program Committee Chair Jae-Hyun Kim (Ajou Univ., Korea) Workshop Chair Eun-Seok Ryu (Sungkyunkwan Univ., Korea) Dong-sung Kim (Kumoh National Institute of Technology, Korea)

Symposia Program Committee Chair Moon-Sik Lee (ETRI, Korea)

Finance ChairSang-Hyo Kim (Sungkyunkwan Univ., Korea)

Patronage ChairJunsoo Kim (Korea Politech Univ., Korea)

International Liaison ChairJong-Ho Lee (Soongsil Univ., Korea)

International Journal Co-ChairsJoon-Sang Park (Hongik Univ., Korea) Young-June Choi (Ajou Univ., Korea)Sang-Woon Jeon (Hanyang Univ., Korea) YoungTae Noh (Inha Univ., Korea)

Publicity Co-Chairs Sangmi Lee (IITP, Korea) Carlos Becker Westphall (Federal Univ. of Santa Catarina, Brazil)Jyh-Cheng Chen (National Chiao Tung Univ., Taiwan) Salil Kanhere (Univ. of New South Wales, Australia)MinChul Ju (Kookmin Univ., Korea) Youn-Hee Han (Korea Univ. of Tech and Education, Korea)

Web ChairBang Chul Jung (Chungnam Nat’l Univ., Korea)

EDAS ChairSangheon Pack (Korea Univ., Korea) Jeongho Kwak (DGIST Univ., Korea)

Publication ChairHyungjune Lee (Ewha Woman Univ., Korea) Hyunhee Park (Myongji Univ., Korea)

Regional ChairsJung-Ryun Lee (Chung-Ang Univ., Korea) Seokchan Kim (Pusan Nat’l Univ., Korea)Nguyen Tien Dzung (HUST, Vietnam) Biyot Bayou Tehone (Ethiopian Ministry of Communication & Information Technology, Ethiopia)Byungkwan Yi (UCSD, USA) Ir. Chairul Hudaya (Universitas Indonesia, Indonesia)Anh T. Pham (University of Aizu, Japan) Minglu Jin (Dalian University of Technology, China)Mary Jane Samonte (Mapua University-Makati Campus, Philippine) Parameshachari B D (GSSS Institute of Engineering and Technology for Women, India)Takeo Fujii (The University of Electro-Communications, Japan) Chunxiao LI (Yangzhou University, china)Dongkyun Kim (Kyungpook National Univ., Korea)

Registration ChairHowon Lee (Hankyong Nat’l Univ., Korea) Heejung Yu (Korea Univ., Korea)

Local Arrangement Co-Chairs Sang Oh Park (Chung-Ang Univ., Korea) Ye-Hoon Lee (Seoul National Univ. of Science & Technology, Korea)Wang-Cheol Song (Jeju National Univ., Korea) Cheol-Hoe Cho (ETRI, Korea)

OC Secretaries Joongheon Kim (Korea Univ., Korea) Joohyung Lee (Gachon Univ., Korea)


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Committees

Technical Program Committee Honorable TPC ChairYeong Min Jang (Kookmin Univ., Korea) Chung G. Kang (Korea Univ., Korea)Seong-Ho Jeong (HUFS, Korea) Sang-Jo Yoo (Inha Univ., Korea)Myungsik Yoo (Soongsil Univ., Korea)

TPC Chair Jae-Hyun Kim (Ajou Univ., Korea)

TPC Vice-Chairs Sungrae Cho (Chung-Ang Univ., Korea) Nguyen Tien Dzung (HUST, Vietnam)Young-chai Ko (Korea Univ., Korea) Takeo Fujii (The University of Electro-Communications, Japan)Sangheon Pack (Korea Univ., Korea) Parameshachari B D (GSSS Institute of Engineering and Technology for Women, India)

TPC Members Muhammad Afzal (Sejong University) Sanghyun Ahn (University of Seoul)Mohamad Yusoff Alias (Multimedia University) Yazan Alqudah (University of West Florida)Gayan Amarasuriya (Southern Illinois University) Santhanakrishnan Anand (New York Institute of Technology)Seung Baek (Korea University) Haythem Bany Salameh (Yarmouk University)Vo Nguyen Quoc Bao (Posts and Telecommunications Institute of Technology) Juan-Carlos Cano (Universidad Politecnica de Valencia)Filipe Cardoso (IST/INOV INESC/ESTSetubal) KyungHi Chang (Inha University)Sunghyun Cho (Hanyang University) Woong Cho (Daegu Catholic University)Bong Jun Choi (Soongsil University) Hoon Choi (Chungnam National University)Hyun-Ho Choi (Hankyong National University) Jaehyuk Choi (Gachon University)Ji-Woong Choi (DGIST) Jun Won Choi (Hanyang University)Mi-Jung Choi (Kangwon National University) Nakjung Choi (Nokia)Peter Choi (Akamai Technologies) Seong Gon Choi (Chungbuk National University)Yong-Hoon Choi (Kwangwoon University) Yoon-Ho Choi (Pusan National University)Young Choi (Regent University) Young-Seok Choi (Kwangwoon University)Li-Der Chou (National Central University) Mostafa Zaman Chowdhury (Kookmin University)Jaehak Chung (Inha University) Kwangsue Chung (Kwangwoon University)Min Young Chung (Sungkyunkwan University) Yun Won Chung (Soongsil University)Antonio de la Oliva (Universidad Carlos III de Madrid) Zbigniew Dziong (École de technologie supérieure, University of Quebec)Huei-Wen Ferng (National Taiwan University of Science and Technology) Yee Loo Foo (Multimedia University)Tapio Frantti (Finnish Research and Engineering) Vasilis Friderikos (King’s College London)Takeo Fujii (The University of Electro-Communications) Deyun Gao (Beijing Jiaotong University)Weihua Gao (Qualcomm Inc.) Yacine Ghamri-Doudane (University of la Rochelle)Cihun-Siyong Gong (Chang Gung University) Javier Gozalvez (Universidad Miguel Hernandez de Elche)Annie Gravey (Independent Expert) Jairo Gutierrez (Auckland University of Technology)Sami Habib (Kuwait University) Dong Seog Han (Kyungpook National University)Jun Han (National University of Singapore) Tao Han (University of North Carolina at Charlotte)Youn-Hee Han (Korea University of Technology and Education) Go Hasegawa (Tohoku University)Een-Kee Hong (Kyunghee University) Shih-Cheng Horng (Chaoyang University of Technology)Hsu-Feng Hsiao (National Chiao Tung University) Jiun-Long Huang (National Chiao Tung University)Junbeom Hur (Korea University) Nguyen Huu Thanh (Hanoi University of Science and Technology)Euiseok Hwang (Gwangju Institute of Science and Technology) Hoyoung Hwang (Hansung University)Seung-Hoon Hwang (Dongguk University) Taewon Hwang (Yonsei University)Shingo Ichii (High Energy Accelerator Research Organization) Takeshi Ikenaga (Kyushu Institute of Technology)Eun-Jin Im (Kookmin University) Susumu Ishihara (Shizuoka University)Yoshihiro Ito (Nagoya Institute of Technology) Sang-Woon Jeon (Hanyang University)Han-You Jeong (Pusan National University) Seong-Ho Jeong (Hankuk University of Foreign Studies)Yurong Jiang (HP Labs) Minglu Jin (Dalian University of Technology)Sunggeun Jin (Daegu University) Changhee Joo (Korea University)Seong-Soon Joo (ETRI) Jingon Joung (Chung-Ang University)Hong Ju (Keimyung University) Noriaki Kamiyama (Fukuoka University)


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Committees

Eiji Kawai (National Institute of Information and Communications Technology) Haesik Kim (VTT Technical Research Centre of Finland)Hwasung Kim (Kwangwoon University) Hyoil Kim (Ulsan National Institute of Science and Technology (UNIST))Hyunbum Kim (Incheon National University) Jeong Gon Kim (Korea Polytechnic University)JongWon Kim (GIST (Gwangju Institute of Science & Technology)) Joongheon Kim (Korea University)Joongheon Kim (Korea University) Junsu Kim (Korea Polytechnic University)Ki-Il Kim (Chungnam National University) Myung-Sup Kim (Korea University)Sang-Chul Kim (Kookmin University) Sang-Hyo Kim (Sungkyunkwan University)Seungcheon Kim (Hansung University) Song Min Kim (KAIST)Taeyoon Kim (Soonchunhyang University) Yeongkwun Kim (Western Illinois University)younghan Kim (Soongsil University) Youngok Kim (Kwangwoon University)Yun Hee Kim (Kyung Hee University) Teruaki Kitasuka (Hiroshima University)Nattapong Kitsuwan (The University of Electro-Communications) Haneul Ko (Korea University)JeongGil Ko (Yonsei University) Young-Chai Ko (Korea University)R. Prasad Kodaypak (AT&T Labs) Charalampos Konstantopoulos (University of Piraeus)Artem Krasilov (IITP RAS) Eisuke Kudoh (Tohoku Institute of Technology)Feliksas Kuliesius (Vilnius University) Sungoh Kwon (University of Ulsan)Taekyoung Kwon (Seoul National University) Taesoo Kwon (Seoul National University of Science and Technology)Edmund Lai (Auckland University of Technology) Kwok-Yan Lam (Nanyang Technological University)Nam Tuan Le (Kookmin University) Chaewoo Lee (Ajou University)Choonhwa Lee (Hanyang University) Howon Lee (Hankyong National University)Hyang-Won Lee (Konkuk University) HyungJune Lee (Ewha Womans University)Hyungkeun Lee (Kwangwoon University) Jang-Won Lee (Yonsei University)Jeong Woo Lee (Chung-Ang University) Jung Ryun Lee (Chung-Ang University)Sanghwan Lee (Kookmin University) SuKyoung Lee (Yonsei University)Chi-Yu Li (National Chiao Tung University) Feng Li (Xi’an Jiaotong University)Hyuk Lim (Gwangju Institute of Science and Technology) Sejoon Lim (Kookmin University)Yujin Lim (Sookmyung Women’s University) Kai Lin (Dalian University of Technology)Bing-Hong Liu (National Kaohsiung University of Science and Technology) Feng Liu (Shanghai Maritime University)Jaime Lloret (Universitat Politecnica de Valencia) Pascal Lorenz (University of Haute Alsace)Pavel Loskot (Swansea University) Pin Lv (Guangxi University)Khalid Malik (Oakland University) Pietro Manzoni (Universitat Politècnica de València)Francisco Martinez (University of Zaragoza) Ahmed Mehaoua (University of Paris Descartes)Nobuhiko Miki (Kagawa University) Bongkyo Moon (Dongguk University)Ioannis Moscholios (University of Peloponnese) Amitava Mukherjee (Globsyn Business School, Kolkata)Osamu Muta (Kyushu University) Seung Yeob Nam (Yeungnam University)Jad Nasreddine (Rafik Hariri University) Amiya Nayak (University of Ottawa)Toshiro Nunome (Nagoya Institute of Technology) JongTaek Oh (Hansung University)Hiraku Okada (Nagoya University) Eiji Okamoto (Nagoya Institute of Technology)Diego Pacheco-Paramo (Reconoser id) Jeongyeup Paek (Chung-Ang University)Daeyoung Park (Inha University) Hyunggon Park (Ewha Womans University)Hyunho Park (ETRI) Jaehyun Park (Pukyong National University)Joon-Sang Park (Hongik University) Kyung-Joon Park (DGIST)Minho Park (Soongsil University) Al-Sakib Khan Pathan (Independent University)P k Paul (Raiganj University) Shuping Peng (Huawei Technologies)Anand Prasad (NEC Corporation) Tony Q. S. Quek (Singapore University of Technology and Design)Hassaan Khaliq Qureshi (National University of Sciences and Technology) Byeong-hee Roh (Ajou University)Heejun Roh (Korea University) Roberto Rojas-Cessa (New Jersey Institute of Technology)Walid Saad (Virginia Tech) Surasak Sanguanpong (Kasetsart University)Cesar Santivanez (Pontificia Universidad Catolica del Peru) Joan Serrat (Universitat Politècnica de Catalunya)Kuei-Ping Shih (Tamkang University) Dongwan Shin (New Mexico Tech)Jitae Shin (Sungkyunkwan University) Oh-Soon Shin (Soongsil University)Yoan Shin (Soongsil University) Dhannanjay Singh (Hankuk University of Foreign Studies)Rajeshwar Singh (Punjab Technical University, Jalandhar, Punjab) Jungmin So (Sogang University)


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Committees

Insoo Sohn (Dongguk University) Hong-Yeop Song (Yonsei University)Andrej Stefanov (IBU Skopje) Weiping Sun (Nanyang Technological University)Aimin Tang (Shanghai Jiao Tong University) Masahiro Umehira (Ibaraki University)Athanasios V. Vasilakos (Luleå University of Technology) Dario Vieira (EFREI)Carlos Alberto Vieira Campos (Federal University of the State of Rio de Janeiro) Xin Wang (Fudan University)Charles H.-P. Wen (National Chiao Tung University) Liang Wu (Southeast University)Longfei Wu (Fayetteville State University) Nariyoshi Yamai (Tokyo University of Agriculture and Technology)Miki Yamamoto (Kansai University) Shinji Yamashita (Fujitsu Laboratories LTD.)Kenichi Yamazaki (Shibaura Institute of Technology) Qinghai Yang (Xidian University)Chia-Hung Yeh (National Sun Yat-Sen University) Chun-Chao Yeh (National Taiwan Ocean University)Younghwan Yoo (Pusan National University) Seokhoon Yoon (University of Ulsan)Chang Wu Yu (Chung Hua University) Ji-Hoon Yun (Seoul National University of Science and Technology)Natasa Zivic (University of Siegen) Nikola Zogović (University of Belgrade)

TPC Secretary

Symposia Program Committee Symposia Program Committee ChairMoon Sik Lee (ETRI, Korea)

Symposia Program Committee Vice-ChairInsoo Sohn (Dongguk Univ., Korea)

Industrial Session Co-ChairJihyung Kim (ETRI, Korea)

Special Session Co-ChairsKyunghan Lee (Seoul National Univ., Korea)

Industrial Session Committee MembersJunghyun Kim (Soonchunhyang Univ., Korea)Sung-Min Oh (ETRI, Korea)

Special Session Committee MembersTaesoo Kwon (Seoul National Univ. of Science and Technology, Korea)Jaeho Lee (Duksung Univ.,Korea)


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Message from the Chairs

With great pleasure, we would like to welcome you to the 11th International Conference on Information and Communication Technology Convergence (ICTC 2020) being held in Jeju Island, Korea.

ICTC 2020 is one of the major international conferences in the area of ICT convergence organized by the Korean Institute of Communications and Information Sciences (KICS) with technical co-sponsorship of IEEE Communication Society and IEICE Communications Society, and patronized by leading ICT companies, organizations, and government including Ministry of Science and ICT, ETRI, KOFST, Samsung Electronics, LG Electronics, SK Telecom, LGU+, KT, SOLiD, FRTek, HUAWEI, Ericsson-LG, ICT Convergence Korea Forum, Society Safety System Forum, 5G-based Smart Factory Standardization Forum, Jeju CVB, and Korea Association for Photonics Industry Development.

ICTC 2020 features an extremely rich program with the main theme of "Data, Network, and AI in the age of ‘Untact’". The attendees will have the opportunity to associate with the world’s most distinguished industry leaders, researchers, government officials, and academia professionals in the areas of next mobile networks, B5G/6G issues and challenges, AI-based technologies for networking and communications, new waves and spectrum, future ICT services and their enablers, softwarized radio, quantum and neural technology, and critical communications.

During ICTC 2020, distinguished keynote speeches will be delivered by highly prominent experts from Samsung Electronics, University of Southampton, SK Telecom, Huawei, KAUST, and ETRI. The industrial experts of LG Electronics, NTT DOCOMO, Ericsson-LG, NAVER, Samsung Electronics, and Nokia will deliver their talks. Moreover, special experts of Yonsei University, University of Colorado Boulder, Zhejiang University, SUTD, Nokia Bell Labs, Ericsson Research AI, University of Wisconsin-Madison, ETRI, DGIST, Chungbuk National University College of Medicine, National University of Singapore, KETI, BUPT, WILUS, Huawei Russia Lab, Sookmyung Women’s University, and KRRI will give talks in different sessions. The technical program will also include presentations of invited and regular papers from diverse groups all around the world on the topics of AI/ML, B5G/6G, WLAN, IoT, maritime & military communications, information & communication theory, network virtualization and future internet, applications for ICT convergence, smart media & broadcasting, energy internet, smart grid, big data & smart computing, signal & image processing, and vehicular information & communications

We cordially invite you to join us in Jeju Island from October 21 to 23 for this great ICT event and enjoy Jeju, known as the "Island of the Gods". We especially recommend you to visit and enjoy the natural World Heritage Site Jeju Volcanic Island and Lava Tubes.

We look forward to seeing you in Jeju Island and your participation in the ICTC 2020!

Saewoong Bahk KICS President

Seung Chan Bang Organizing Committee Chair

Moon Sik Lee Symposia Program Committee Chair

Jae-Hyun Kim Technical Program Committee Chair


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Program at a Glance

October 21st (Wednesday), 2020

Time Mara Room Biyang Room Udo Room Chuja Room Ramada Ballroom 2

Ramada Ballroom 3

Ramada Ballroom 4

Ramada Ballroom 1 Lobby

08:30~10:10(100min)

Session I-1:Artificial

Intelligence and Machine

Learning 1

Session I-2:5G, 4G, WLAN

1

Session I-3: Internet of Things 1

Session I-4: Maritime & Military Communi-

cations Systems

TPC Special Session I-1:

Special Session on KU-

AIER (Korea University, Artificial

Intelligence Engineering Research)

Session I-5:Wireless & Mobile Communi-

cation Systems 1

SPC Special Session I: AI-based

Evolution for Networking

Session P-1: Communi-

cations System

10:10-10:30 Coffee Break

10:30~11:20(50min)

Plenary Session I: Keynote Speeches and Opening Ceremony (Ramada Ballroom1)• Opening Address : Prof. Saewoong Bahk, President of KICS • Keynote Speech 1 : Dr. Sunghyun Choi, Head of Advanced Communications Research Center, Samsung Electronics, Korea, “Challenges

and Prospect of Next-Generation Mobile Communications”

11:20~12:40 Lunch (1F Tammora)

12:40~14:10(90min)

Industrial Session I: (Ramada Ballroom1)• Invited Talk 1: Dr. Sungjin (James) Kim, Senior Research Fellow (VP), LG Electronics, Korea, “Connected Intelligence in the Future

Intelligent Mobile Communication Systems”• Invited Talk 2: Mr. Satoshi Nagata, Manager, 3GPP TSG-RAN Vice Chairman, NTT DOCOMO, INC., Japan, “5G Standardization and NTT

DOCOMO’s Activity”• Invited Talk 3: Mr. Anders Johansson, Head of R&D Ericsson-LG / R&D Site Head of 5G/6G SW Development in Ericsson, Korea/Shanghai,

“Internet of Sensors/Thoughts Enabling Industry and Society Transformation”


14:30~16:10(100min)

Session II-1:Information & Communi-

cation Theory 1

Session II-2:Network

Virtualization and Future

Internet Technologies

TPC Special Session II-1:

Special Session on

Satellite Information

Convergence Application

Service


Special Session on

Quantum Key Distribution

and Quantum Signal

Processing


Special Session on DGIST ICT

(Information and Communi-

cation Technology)

Research


Special Session on 5G/

Unmanned Vehicle

Technology (Hanyang

University ITRC 5G/UVRC)

SPC Special Session II: AI-based

Evolution for Communi-

cations

Session P-2: Network

16:10~16:30 Coffee Break

16:30~17:50(80min)

Plenary Session II : Keynote Speeches (Ramada Ballroom1)• Keynote Speech 2: Prof. Lajos Hanzo, University of Southampton, UK, “'Rebooting Communications' - A Quantum-Signal Processing

Perspective”• Keynote Speech 3: Dr. Yoon Kim, CTO, SK Telecom, Korea, “Human-Centered AI for a Hyperconnected Post-COVID World”

17:50~18:20 Coffee Break

18:20~20:20 (120min)

Banquet (Ramada Ballroom1)• Opening Address 1 : Seung Chan Bang, Organizing Committee Chair• TPC Report • Awards Ceremony• Banquet Course


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Program at a Glance

October 22nd (Thursday), 2020Time Mara Room Biyang Room Udo Room Chuja Room Ramada

Ballroom 2Ramada

Ballroom 3Ramada

Ballroom 4Ramada

Ballroom 1 Lobby

08:30~10:10(100min)

Session III-1:Artificial


Learning 2

Session III-2:5G, 4G, WLAN

2

Session III-3: Internet of Things 2

TPC Special Session III-1:

Special Session

on Internet Infra System

Technologies 1

TPC Special Session III-2:

Special Session on Mission-Aware

Networking (IMN) 1

Workshop III-1:Joint

International Workshop

on Artificial Intelligence Research (IWAIR)

SPC Special Session III: New Waves

Workshop III-2:Joint

International Workshop on Military Informatics

1 (IoT for Military and

Logistics)

Session P-3: Artificial


Learning


10:30-12:10(100 min)

Session IV-1:Information & Communi-

cation Theory 2

Workshop IV-1:The 3rd

Workshop on Advances in Convergence

of ICT and Brain Science

for better health (ACIBS)

Session IV-2: Applications

for ICT Convergence 1

TPC Special Session IV-1:

Special Session

on Internet Infra System

Technologies 2


Special Session on Mission-Aware

Networking (IMN) 2


Special Session on THz

and Optical Wierless

Communi-cations

SPC Special Session IV:

Future Services and

Their Enablers

Workshop IV-2:Joint

International Workshop on Military Informatics 2 (Emerging

Technology in Military)

Session P-4: Signal

Processing

12:10-13:30 Lunch (1F Tammora)

13:30~15:00(90min)

Industrial Session II: (Ramada Ballroom1)• Invited Talk 4: Dr. Jung-Woo Ha, Head of AI Research, NAVER Corp., Korea, "NAVER AI That Everyone Meets in Dailylife"• Invited Talk 5: Dr. Intaik Park, Vice President, Samsung Electronics, Korea, "Softwarization and Intelligence in Mobile Communication Systems"• Invited Talk 6: Dr. Volker Ziegler, 6G Leadership, Nokia Bell Labs & CTO, Germany, "5G and Beyond - Opportunity for Digital Transformation

and Leapfrog"15:00-15:30 Coffee Break

15:30~17:30(120 min)

Plenary Session III: Keynote Speeches (Ramada Ballroom1)• Keynote Speech 4: Mr. Edward Zhou, VP of Global Public Affairs, Huawei, China, “ICT for Post Covid-19: From Pandemic Resilience to Economic Recovery”• Keynote Speech 5: Prof. Mohamed-Slim Alouini, King Abdullah University of Science and Technology (KAUST), Saudi Arabia, “Unleashing

the Potential of Tethered Networked Flying Platforms”• Keynote Speech 6: Dr. Sang-Kyu Park, Executive Vice President, Electronics and Telecommunications Research Institute (ETRI), Korea,

“Technology Strategy of ETRI for x + AI”

October 23rd (Friday), 2020

Time Mara Room Biyang Room Udo Room Chuja Room Ramada Ballroom 2

Ramada Ballroom 3

Ramada Ballroom 4

Ramada Ballroom 1 Lobby

08:30~10:10(100min)

Session V-1:Artificial


Learning 3

Session V-2:5G, 4G, WLAN

3

Session V-3: SDN and Network

Virtualization

Session V-4: Internet of Things 3

Session V-5: Smart Media & Broadcasting,

and Smart Devices

TPC Special Session V-1:

Special Session on Internet of

Energy (IoE)

SPC Special Session V:

Toward New Spectrum

Workshop V-1:Joint

International Workshop on Military

Informatics 3 (Military Civil IT Convergence)

Session P-5: Applications

for ICT Convergence


10:30~12:10(100min)

Session VI-1:Energy

Internet, Smart Grid

Infrastructure and

Applications

Session VI-2:Wireless & Mobile Communi-

cation Systems 2

Session VI-3:Applications

for ICT Convergence

2

Session VI-4:Big Data

and Smart Computing

Session VI-5:Signal and

Image Processing

Session VI-6:Vehicular

Information and Communi-

cation Technologies

SPC Special Session VI: Softwarized

Radio

Workshop VI-1:Joint

International Workshop on Military Informatics 4 (Military

communicaiton and Network)

Session P-6: Internet of

Things

Registration Hours

Oct. 21st (Wednesday) 07:50 - 17:00 | Oct. 22nd (Thursday) 07:50 - 17:00 | Oct. 23rd (Friday) 07:50 – 12:00


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Session Room Locations

Mara

Convention Lobby

Convention Lobby

Ramada Ballroom1

Ramada Ballroom

2

Ramada Ballroom

3

Ramada Ballroom

4

Udo

ChujaBiyang

Ramada Plaza Hotel2nd Floor


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Plenary Sessions

October 21st (Wednesday), 2020Plenary Session I: Keynote Speeches and Opening Ceremony10:30-11:20 | Ramada Ballroom 1

Chair: Prof. Insoo Sohn (Dongguk Univ., Korea)

Time Title Invited Speakers

10:30-11:20

Opening Address Prof. Saewoong Bahk President of KICS

Keynote Speech 1: Challenges and Prospect of Next-Generation Mobile Communications

Dr. Sunghyun ChoiHead of Advanced Communications Research Center

Samsung Electronics, Korea

Keynote Speech 1: “Challenges and Prospect of Next-Generation Mobile Communications”Dr. Sunghyun Choi, Head of Advanced Communications Research Center, Samsung Electronics, Korea

Abstract:5G technology is being applied to the core infrastructure of a wide range of industries, and is utilized to support everything from high-quality communications services to smart factories, vehicle-to-vehicle communication, and a raft of other new services. While 5G commercialization is still in its early stage, both academia and industry are initiating research activities to shape the next-generation communication system, namely 6G. In this talk, I will introduce comprehensive overview of various aspects including technical and societal trends, services, requirements, and candidate technologies for 6G. In 6G era, both humans and machines are the main users and many advanced services will be provided such as truly immersive extended reality, high-fidelity mobile hologram and digital replica. But the new services require a tremendous amount of real-time data processing, a hyper-fast data rate, and extremely low latency and there are key candidate technologies to realize them. Some of the requirements and technologies will be addressed in this talk.

Biography:Sunghyun Choi is a Senior Vice President and Head of the Advanced Communications Research Center at Samsung Research, Samsung Electronics, Seoul, Korea. He was a professor at the Department of Electrical and Computer Engineering, Seoul National University (SNU), Seoul, Korea from Sept. 2002 to Aug. 2019, and served as a Vice Dean for Academic Affairs, College of Engineering during the last two years at SNU. He received his B.S. (summa cum laude) and M.S. degrees in electrical engineering from Korea Advanced Institute of Science and Technology (KAIST) in 1992 and 1994, respectively, and received Ph.D. at the Department of Electrical Engineering and Computer Science, The University of Michigan, Ann Arbor in 1999.

He is currently heading researches and standardization for 6G, B5G, and IoT connectivity at Samsung Research. He co-authored over 250 technical papers and holds over 160 patents, and numerous patents pending. He has served as a Program Committee Co-Chair of IEEE WCNC 2020, IEEE DySPAN 2018, ACM Multimedia 2007, and IEEE WoWMoM 2007. He has served as an editor of numerous publications including IEEE Transactions on Wireless Communications, IEEE Transactions on Mobile Computing, and IEEE Wireless Communications Magazine. He was named IEEE fellow in 2014.


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Plenary Sessions

October 21st (Wednesday), 2020Plenary Session II: Keynote Speeches 16:30-17:50 | Ramada Ballroom 1

Chair: Prof. Jae-Hyun Kim (Ajou Univ., Korea)


16:30-17:50

Keynote Speech 2: 'Rebooting Communications' - A Quantum-Signal Processing Perspective

Prof. Lajos HanzoUniversity of Southampton, UK

Keynote Speech 3: Human-Centered AI for a Hyperconnected Post-COVID World

Dr. Yoon KimCTO, SK Telecom, Korea

Keynote Speech 2: “'Rebooting Communications' - A Quantum-Signal Processing Perspective”Prof. Lajos Hanzo, University of Southampton, UK

Abstract:The marriage of ever-more sophisticated signal processing and wireless communications has led to compelling 'tele-presence' solutions - at the touch of a dialling key...However, the 'quantum' leaps both in digital signal processing theory and in its nano-scale based implementation is set to depart from classical physics obeying the well-understood laws revealed by science. We embark on a journey into the weird \& wonderful world of quantum-physics, where the traveller has to obey the sometimes strange new rules of the quantum-world.Hence we ask the judicious question: can the marriage of applied signal processing and communications extented beyond the classical world into the quantum world?P. Botsinis, SX Ng, L. Hanzo: Quantum Search Algorithms, Quantum Wireless, and a Low-Complexity Maximum Likelihood Iterative Quantum Multi-User Detector Design, IEEE Access, Volume: 1, Issue 1, 2013, pp 94 – 122D. Alanis, P. Botsinis, Z. Babar, SX Ng, and L. Hanzo: Non-Dominated Quantum Iterative Routing Optimization for Wireless Multihop Networks, IEEE AccessZ.~Babar, P.~Botsinis, D.~Alanis, S.~X. Ng, and L.~Hanzo, ``The road from classical to quantum codes: A hashing bound approaching design procedure,'' IEEE Access, vol.~3, pp. 146--176, 2015.N. Hosseinidehaj, Z. Babar, R. Malaney, SX Ng and L. Hanzo: Satellite-Based Continuous-Variable Quantum Communications: State-of-the-Art and a Predictive Outlook, IEEE Communications Surveys and Tutorials 2018

Biography:Lajos Hanzo (http://www-mobile.ecs.soton.ac.uk, https://en.wikipedia.org/wiki/Lajos_Hanzo) (FIEEE'04) received his Master degree and Doctorate in 1976 and 1983, respectively from the Technical University (TU) of Budapest. He was also awarded the Doctor of Sciences (DSc) degree by the University of Southampton (2004) and Honorary Doctorates by the TU of Budapest (2009) and by the University of Edinburgh (2015). He is a Foreign Member of the Hungarian Academy of Sciences and a former Editor-in-Chief of the IEEE Press. He has served several terms as Governor of both IEEE ComSoc and of VTS. He has published 1900+ contributions at IEEE Xplore, 19 Wiley-IEEE Press books and has helped the fast-track career of 123 PhD

students. Over 40 of them are Professors at various stages of their careers in academia and many of them are leading scientists in the wireless industry. He is also a Fellow of the Royal Academy of Engineering (FREng), of the IET and of EURASIP.


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Plenary Sessions

Keynote Speech 3: “Human-Centered AI for a Hyperconnected Post-COVID World”Dr. Yoon Kim, CTO, SK Telecom, Korea

Abstract:Life in the 2020s will be dominated by hyper-connected things, people and society, and the current pandemic will further accelerate digitalization (e.g., virtual/mixed-reality based communication), creating a plethora of technical challenges and opportunities. In this talk, I will focus on the new (and not so new) human experiences and desire to be digitally connected with other humans and machines, resulting in abundant, new and diverse data provided to AIs through hyper-connected networks and services. I will give examples of such applications and technical challenges, opportunities and threats in this “new normal era” where the line between the physical and digital worlds becomes blurry.

Biography:Yoon Kim is currently CTO of SK Telecom. Yoon has been involved in the academic and commercial research and development of machine learning technologies and human-machine interfaces for the past 20 years. Prior to SK Telecom, he served as the Head of Speech Engineering at Apple, leading teams that build on-device and cloud-based speech technologies for Siri and Apple products. Most recently at Apple, he led AI development for AirPods and HomePod. He joined Apple in 2013 through the acquisition of Novauris Technologies, a pioneer in mobile speech recognition technology, where he served as CEO. Prior to Novauris, he led two Silicon Valley startups and was a researcher at SRI International, the incubator of Siri’s original AI

technology. Yoon holds a Ph.D. in electrical engineering from Stanford University.


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Plenary Sessions

October 22nd (Thursday), 2020Plenary Session III: Keynote Speeches 15:30~17:30 | Ramada Ballroom 1

Chair: Prof. Young-chai Ko (Korea Univ., Korea)


15:30~17:30

Keynote Speech 4: ICT for Post Covid-19: From Pandemic Resilience to Economic Recovery

Mr. Edward ZhouVP of Global Public Affairs Huawei, China

Keynote Speech 5: Unleashing the Potential of Tethered Networked Flying Platforms

Prof. Mohamed-Slim AlouiniKing Abdullah University of Science and Technology,

Saudi Arabia

Keynote Speech 6: Technology Strategy of ETRI for x + AIDr. Sang-Kyu Park

Executive Vice President, Electronics and Telecommunications Research Institute(ETRI), Korea

Keynote Speech 4: “ICT for Post Covid-19: From Pandemic Resilience to Economic Recovery”Mr. Edward Zhou, VP of Global Public Affairs Huawei, China

Abstract:Compared with the previous pandemics, the situation is much worse this time. Fortunately now we can deal with it better using digital technology. Broadband connectivity has become essential infrastructure that allows us to continue work and life online. In the healthcare sector, with the help of AI, scientists can better understand virus, develop vaccines and doctors can do better and faster diagnosis.Digital technology is helping us deal with this crisis much better than before and will also help us AFTER the crisis when we re-launch our economies.Fighting against the pandemic has come with great economic costs. The World Bank forecasts 5.2 percent contraction in global GDP in 2020, the deepest global recession in decades. And unemployment rate worldwide is at a record high. How to get back to normal business operations as well as support what is likely to be a fragile economic recovery. Many challenges lie ahead, including: 1. Containing and reducing infections at near zero level before the vaccine is massively applied. 2. Restarting and boosting businesses safely to support people life and fight unemployment 3. Mitigating the loss on some deeply impacted sectors, for example travel and tourism, SMEs, construction, transportation and

offline retail. 4. Utilizing ICT enables faster and safer businesses resumption, by mobilizing digital ecosystem locally towards contactless,

cashless, seamless transactions.5. Accelerating digital transition by encouraging digital infrastructure investment.

Biography:Mr. Edward Zhou is Vice President for Global Public Affairs of Huawei. He is in charge of government’s communications aiming to be the advisor to national governments, contribute to ICT policies and standards formulation in host countries, expand the market for Huawei, and build competitive edges. Mr. Edward Zhou joined Huawei in 1996 and has over 20 years of experience in the telecom industry and played a key role in many of global milestone projects in Huawei.Moreover, Mr. Edward Zhou held many senior positions in the company. He worked as Chief Marketing Officer of Huawei Europe, and deeply participated in the development of European telecommunication

market. After that he took over the position of Vice President for Huawei Japan which was responsible for solutions and marketing, focusing on Carrier Business. He was leading the collaboration with Softbank, NTT Docomo, SKT and other leading telecom operators in 5G trial and wireless network reconstruction in Japan and Korea.


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Plenary Sessions

Keynote Speech 5: “Unleashing the Potential of Tethered Networked Flying Platforms”Prof. Mohamed-Slim Alouini, King Abdullah University of Science and Technology, Saudi Arabia

Abstract:The new trend in wireless communications is enabling connectivity solutions from the sky. In this context, networked flying platforms (NFPs) including drones, balloons, and high-altitude/medium-altitude/low-altitude platforms (HAPs/MAPs/LAPs) are proposed to act as airborne base-stations (BSs) to offer 5G, beyond 5G (B5G), and 6G services. However, one of the main challenges facing the deployment of these airborne BSs is the limited available energy at the NFPs, which limits their flight and hovering time. In addition, these NFPs require an extra wireless feeder link to connect users to the core network. In this talk, we introduce the potential and advantages of tethered NFPs (t-NFPs) which are connected to a ground station through a tether. The tether provides the t-NFPs with both energy and data making them stay for a longer time in the air in order to essentially offer uninterrupted connectivity. We then discuss how the networks involving t-NFPs can be optimized to increase the efficiency of urban deployments and provide much-needed and better access in remote rural areas. We finally conclude our talk by presenting some research directions for these networks which should eventually offer a very appealing solution as a bridge between fixed base stations and free-flying platforms.

Biography:Mohamed-Slim Alouini was born in Tunis, Tunisia. He received the Ph.D. degree in Electrical Engineering from the California Institute of Technology (Caltech), Pasadena, CA, USA, in 1998. He served as a faculty member in the University of Minnesota, Minneapolis, MN, USA, then in the Texas A&M University at Qatar, Education City, Doha, Qatar before joining King Abdullah University of Science and Technology (KAUST), Thuwal, Makkah Province, Saudi Arabia as a Professor of Electrical Engineering in 2009. His current research interests include modeling, design, and performance analysis of wireless communication systems.

Keynote Speech 6: “Technology Strategy of ETRI for x + AI”Dr. Sang-Kyu Park, Executive Vice President, Electronics and Telecommunications Research Institute(ETRI), Korea

Abstract:Compared with the previous pandemics, the situation is much worse this time. Fortunately now we can deal with it better using digital technology. Broadband connectivity has become essential infrastructure that allows us to continue work and life online. In the healthcare sector, with the help of AI, scientists can better understand virus, develop vaccines and doctors can do better and faster diagnosis.The Republic of Korea has led the growth in its national economy by developing information and communications technology (ICT), but the ICT industry is currently stagnant and facing many national and social challenges such as COVID-19 and economic polarization. To break through this stagnation and drive new national growth, the Korean government is now promoting the Artificial Intelligence (AI) Korea Agenda and has announced the National Strategy for AI, which contains its vision for the upcoming AI era. ETRI, as the national AI research institute for creating a better tomorrow, has set strategic goals for the AI research and development plan and is working on its strategy to realize AI. In this keynote presentation, Dr. Sang-Kyu Park will introduce the technology strategies for x + AI that ETRI is pursuing. In particular, the recent representative research achievements such as Exobrain (using AI in language processing to assist humans in intellectual labor areas such as finance and law), Genie Talk (a world-class Korean speech recognition engine and multi-interpretation system), and Aldebaran (a processor chip with nine brains for unmanned autonomous vehicles) will be presented.

Biography:Sang-Kyu Park received his BS degree in computer engineering from Seoul National University. He earned his MS and PhD degrees in computer science from the Korea Advanced Institute of Science and Technology (KAIST). He has over 30 years of experience in software research and development since joining ETRI in 1987. He has been involved in developing the operating system of the medium-sized computer system TiCOM and artificial intelligence for automatic interpretation and knowledge mining. As the leader of ETRI’s artificial intelligence research division, he has overseen all research and development related to Genie Talk and Exobrain. He has served as the executive vice president of ETRI since July, 2019. He received the 2015 Jinbo

Medal, awarded by the Republic of Korea, for his outstanding contributions to the advancement of science and technology.


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Industrial Sessions

October 21st (Wednesday), 2020 Industrial Session I 12:40-14:10 | Ramada Ballroom 1

Chair: Prof. Joongheon Kim (Korea Univ., Korea)


12:40-14:10

Connected Intelligence in the Future Intelligent Mobile Communication Systems

Dr. Sungjin (James) KimSenior Research Fellow (VP), LG Electronics

5G standardization and NTT DOCOMO’s activityMr. Satoshi Nagata

Manager, 3GPP TSG-RAN vice chairman, NTT DOCOMO, INC., Japan

Internet of Sensors/Thoughts Enabling Industry and Society Transformation

Mr. Anders JohanssonHead of R&D Ericsson-LG/ R&D site Head of 5G/6G

SW development in Ericsson, Korea/Shanghai

Invited Talk 1: “Connected Intelligence in the Future Intelligent Mobile Communication Systems”Dr. Sungjin (James) Kim, Senior Research Fellow (VP), LG Electronics, Korea

Abstract:Stand-alone edge AI solutions show severe limitations in practical applications because of their computation and data shortages. By the use of intelligent connectivity, their inference and learning capability can be significantly improved. Moreover, online edge intelligence can easily be implemented by combining online learning methods and intelligent connectivity techniques. Also, the cost-efficiency in terms of a wireless resource is highly crucial to realize connected intelligence in the wireless communication links. Therefore, we consider the extremely high resource-efficient online distributed learning solutions and an edge device-driven intelligence approach based on the Thompson sampling theory.

Biography: Sungjin (James) Kim, Ph.D., has been working at a future technology center, LG Electronics, as a senior research fellow (VP) since 2018. He is currently leading the advanced research for 6G communications and AI fusion research. Previously, he led the development of control system applications using various AI algorithms such as reinforcement learning, deep learning, and unsupervised learning methods. He had focused on computational biomedical engineering as a scientist at Worcester polytechnic institute (WPI) and also actively researched material informatics as a post-doctor in the chemistry and chemical biology (CCB) department at Harvard, the USA, from 2015 to 2017. Before joining Harvard, he was a Master (VP) for next-

generation mobile communications and machine learning-based computational science research at SAIT, Samsung Electronics from 1994 to 2014. He got a Ph.D. in a wireless communication research area from Seoul National University (SNU), Korea, in 2009. Also, he achieved 27 SCI Journals and 78 US patents with 4753 citations.

Invited Talk 2: “5G standardization and NTT DOCOMO’s activity”Mr. Satoshi Nagata, Manager, 3GPP TSG-RAN vice chairman, NTT DOCOMO, INC., Japan

Abstract:5G is expected to provide new value as a basic technology supporting future industry and society, along with artificial intelligence (AI) and the Internet of Things (IoT), as well as further upgrading of the multimedia communication services with its technical features such as high speed, high capacity, low latency, and massive connectivity. In this presentation, we show the latest status of 5G standardization and also show NTT DOCOMO’s activity towards 5G.


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Industrial Sessions

Biography: Satoshi Nagata received his B.E. and M.E. degrees from Tokyo Institute of Technology, Tokyo, Japan. In 2003, he joined NTT DOCOMO, INC. He worked for the research and development for wireless access technologies for LTE, LTE-Advanced, and 5G. He is currently a manager working for 5G/6G and 3GPP standardization. He had contributed to 3GPP over 15 years, and contributed 3GPP TSG-RAN WG1 as a vice chairman during November 2011 to August 2013, and also contributed as a chairman during August 2013 to August 2017. He is currently a vice chairman of 3GPP TSG-RAN since March 2017.

Invited Talk 3: “AI-enabled Business Chatbot Applications: From Research and Industry Experiences”Mr. Anders Johansson, Head of R&D Ericsson-LG/ R&D site Head of 5G/6G SW development in Ericsson, Korea/Shanghai

Abstract:This presentation shows how Internet of sensors/thoughts will transform the industry 3.0, supply driven/mass production into Industry 4.0 with tailored products, demand driven and autonomous operation.The 5G and coming 6G technology will provide new way of using connected sensors that will transform the industry and start changing the society in areas of such as communication, and medicine.It will also show implementation examples of the internet of sensors and internet of thoughts, which will be possible in the near future medical treatments in mind-controlled exoskeletons, mind-controlled robot arms, and new levels of brain controlled interfaces.

Biography: Over 15 years’ experience leading all facets of software and hardware development within telecommunication sector in the area of 5G, 4G/LTE, 3G, and 2G and IT.Developing technology R&D teams and establishing new emerging cloud-based technology capabilities. International experience from working in Europe, US, China, Korea and rest of Asia.• Head of R&D in Ericsson LG, Head of 5G/6G SW development South Korea, Shanghai 2019 - Present• Head of Global Test Environment, Ericsson 2016 – 2019• Head of HW/SW Development LTE and multi standard RBS, Ericsson China 2012-2015

• Department Manager, Hardware Management, and Regulatory Approval Ericsson PDU Radio Sweden 2008-2012• Head of Enterprise IT Architecture, Ericsson Global 2005-2008• Various product/program management roles in IS/IT , E-business program manager, IT security product owner, Portals etc. in

Ericsson 1999-2005• Program Manager/Section manager for mainframes/portals in Volvo 1996-1999


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Industrial Sessions

October 22nd (Thursday), 2020Industrial Session II 13:30-15:00 | Ramada Ballroom 1

Chair: Dr. Ilgyu Kim (ETRI, Korea)


13:30-15:00

NAVER AI that everyone meets in dailylife Mr. Jung-Woo HaHead of AI Research, NAVER Corp., Korea

Softwarization and Intelligence in Mobile Communication Systems Dr. Intaik Park Vice President, Samsung Electronics, Korea

5G and Beyond – Opportunity for Digital Transformation and Leapfrog

Dr. Volker Ziegler 6G LeadershipNokia Bell Labs & CTO, Germany

Invited Talk 4: “NAVER AI that everyone meets in dailylife”Mr. Jung-Woo Ha, Head of AI Research, NAVER Corp., Korea

Abstract:AI is considered as a new paradigm for dailylife like internet and smartphone beyond a technology. NAVER has also concentrated on AI R&D and its application services to give users innovative experiences for the past several years. As part of the efforts, NAVER announced to construct Global AI R&D Belt connecting Korean, Japan, Europe and Southeast Asia. In this talk,

Biography: Jung-Woo Ha works as Research Head of Clova AI, NAVER. Also, he serves as an advisory member for several departments of the Korea government. He got his BS and PhD from Seoul National University. He has published more than 10 papers in top AI conferences such as CVPR, NeurIPS, ICLR, ICCV, EMNLP, AAAI, and Interspeech for the past 3 years. His research interests contain deep learning-based computer vision, NLP, audio signal modeling, and recommendation.

Invited Talk 5: “Softwarization and Intelligence in Mobile Communication Systems”Dr. Intaik Park, Vice President, Samsung Electronics, Korea

Abstract:Mobile communication industry is going through radical changes with the introduction of softwarization and intelligence. Softwarization is replacing conventional equipment made out of specialized hardware with software-based implementations on top of commodity hardware. At the same time, the complexity and diversity of modern communication systems demand more intelligent management with AI (artificial intelligence) and ML (machine learning) technologies. This talk covers topics around these two movements including why these changes are needed, what drives them, and what are difficulties.

Biography:Intaik Park is a corporate vice president at Samsung Research, leading a team for advanced solutions in communications. Previously, he was at Microsoft as software engineering manager and data scientist manager. He worked on online advertisement (Bing) and cloud services (Azure) with focus on service engineering, data democratization, and many machine learning applications such as mobile monetization, database performance optimization, and recommendations. His current research interests include reinforcement learning and machine learning for communication systems. He has MS


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Industrial Sessions

/ PhD degrees from Stanford University and a BS from Worcester Polytechnic Institute, both in electrical engineering.

Invited Talk 6: “5G and Beyond – Opportunity for Digital Transformation and Leapfrog”Dr. Volker Ziegler, 6G LeadershipNokia Bell Labs & CTO, Germany

Abstract:5G and 5G evolution is all about opportunity for digital transformation and leapfrog in a post-pandemic world. It is great to see 5G research and many of our Bell Labs innovations becoming reality in an accelerated way – in Korea and worldwide. With 5G evolution having another 10 years or so to go, we have not seen the full potential of 5G yet: 2.5bn AR users are expected by 2023, industrial sites will double the macro base stations deployed globally. The next 3GPP standardization releases will build the foundation for industrial IoT and expanding the wider ecosystem: key enhancements will include Time-Sensitive Communication; private network enhancements; positioning with cm-level accuracy; and “NR-Light” for Industrial IoT as well as frequency extensions up to 71GHz. Notwithstanding, this is also the time for a vision beyond 5G. At Nokia Bell Labs we have successfully started our 6G research. Our vision is about physical world and the digital worlds deeply intertwined; human biological systems seamlessly coupled and new human sensory and cognitive dimension for 2030 and beyond. We will need to rethink experience: 6G for creating and consuming new digital worlds, augmenting our intelligence and controlling our automatons. We will need to rethink technology: customizing air-interface framework and expanding the use of spectrum to higher bands beyond 5G, co-designing systems for communication and sensing and evolving the architecture for increased flexibility and specialization.

Biography: Volker is an energetic leader with 25+ years of broad and international experience in the telecommunications industry. He is known for his strong commitment to customer and team achievements. Throughout his career he has demonstrated an ability to meet and exceed targets through strong intellectual grasp, excellent leadership skills, and a strong focus on creating new opportunities and business development impact.In his current role of 6G leadership with Nokia Bell Labs, the industrial research and scientific development arm of Nokia, he leads Nokia digital transformation initiatives aimed at exploring and

leveraging innovations with customers and partners in the fledgling ecosystem for the 6G era. In his previous role as Head of 5G Leadership and Chief Architect of Nokia Mobile Networks, Volker played a key role in defining Nokia e2e 5G offering and positioning Nokia strongly in 5G and associated innovation, technologies and architecture. Prior to this, Volker served in Head of Strategy roles of the company and as Head of the North East region, helping gain market share in many key markets, including Scandinavia, Russia and Turkey.


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SPC Special Sessions

October 21st (Wednesday), 2020SPC Special Session I: AI-based Evolution for Networking08:30-10:10 | Ramada Ballroom 4

Chair: Prof. Yeon-sup Lim (Sungshin University, Korea)


08:30-10:10

Personalized Preference Learning for Caching: A Data Analytics Perspective

Prof. Won-Yong ShinYonsei University, Korea

Improving Live Video Streming via Deep Learning-based Cellular Uplink Prediction

Dr. Jinsung LeeUniversity of Colorado Boulder, USA

DRL-based resource management in network slicing for 5G and beyond

Prof. Rongpeng LiZhejiang University, China

Invited Talk 1: “Personalized Preference Learning for Caching: A Data Analytics Perspective”Prof. Won-Yong Shin, Yonsei University, Korea

Abstract:Equipping the communication functionality with machine learning-based or data-driven algorithms has received a considerable attention both in academia as well as in industrial communities. In this talk, we present a content-centric mobile network based on a preference learning framework. We consider a practical scenario where each user requests a content file according to its own preferences, which is motivated by the existence of heterogeneity in file preferences among different users. Under our model, we consider a device-to-device (D2D) content delivery protocol and characterize the average hit ratio for the following two file preference cases: the personalized file preferences and the common file preferences. By assuming that the model parameters such as user activity levels, user file preferences, and file popularity are unknown and thus need to be inferred, we present a collaborative filtering (CF)-based approach to learn these parameters. Then, we propose two computationally efficient algorithms including a greedy approach to efficiently solve the cache allocation problems. Using a real-world dataset, we demonstrate that the proposed framework employing the personalized file preferences brings substantial gains over its counterpart for various system parameters.

Biography: Won-Yong Shin received the Ph.D. degree in Electrical Engineering and Computer Science from Korea Advanced Institute of Science and Technology (KAIST), Republic of Korea, in 2008. In May 2009, he joined the School of Engineering and Applied Sciences, Harvard University, MA USA, as a Postdoctoral Fellow and was promoted to a Research Associate in October 2011. From 2012 to 2019, Dr. Shin was a faculty member (with tenure) in the Department of Computer Science and Engineering, Dankook University, Republic of Korea. Since March 2019, he has been with the Department of Computational Science and Engineering, Yonsei University, Republic of Korea, where he is currently an Associate Professor.

From 2014 to 2018, Dr. Shin served as an Associate Editor of the IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. He also served as an Organizing Committee for the 2015 IEEE Information Theory Workshop. He was a recipient of the Bronze Prize of the Samsung Humantech Paper Contest (2008) and the KICS Haedong Young Scholar Award (2016).

Invited Talk 2: “Improving Live Video Streming via Deep Learning-based Cellular Uplink Prediction”Dr. Jinsung Lee, University of Colorado Boulder, USA

Abstract:As video calls and personal broadcasting become popular, the demand for mobile live streaming over cellular uplink channels is growing fast. However, current live streaming solutions are known to suffer from frequent uplink throughput fluctuations causing unnecessary video stalls and quality drops. As a remedy to this problem, we propose PERCEIVE, a deep learning-based uplink


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throughput prediction framework. PERCEIVE exploits a 2-stage LSTM (Long Short Term Memory) design and makes throughput predictions for the next 100ms. Our extensive evaluations show that PERCEIVE, trained with LTE network traces from three major operators in the U.S., achieves high accuracy in the uplink throughput prediction with only 7.67% mean absolute error and outperforms existing prediction techniques. We integrate PERCEIVE with WebRTC, a popular video streaming platform from Google, as a rate adaptation module. Our implementation on the Android phone demonstrates that it can improve PSNR by up to 6dB (4 times) over the default WebRTC while providing less streaming latency.

Biography: Jinsung Lee received his B.S. and Ph.D. degrees in electrical engineering from KAIST in 2003 and 2012, respectively. From 2012 to 2017, he was a senior engineer with 5G research lab in Samsung Electronics. He is currently a postdoctoral researcher with the department of Computer Science in University of Colorado Boulder. His research interests include mobile computing and systems, video streaming, and low-latency transport-layer protocols. He received the Best Paper Awards from IEEE SECON in 2013 and ACM MobiSys in 2019. He is on the job market and interested in academia and research labs.

Invited Talk 3: “DRL-based resource management in network slicing for 5G and beyond”Prof. Rongpeng Li, Zhejiang University, China

Abstract:Cellular Networks has evolved into the fundamental infrastructure of the information and communication technology (ICT) industry. Faced with the increasingly diversified service demands and heterogeneous network architecture, it is becoming essential to further integrate the artificial intelligence and cellular networks. In this talk, I will first provide a general overview of our research on service-aware provisioning, which we believe is an essential ingredient for intelligent cellular networks. Afterwards, I will dip into one of my recent works on reinforcement learning-based resource management for network slicing. Specifically, we consider a scenario that contains several slices in a radio access network with base stations that share the same physical resources (e.g., bandwidth or slots), and try to dynamically and efficiently allocate resources for diversified services with distinct requirements over a common underlying physical infrastructure. Therein, we leverage deep reinforcement learning to solve this problem by considering the varying service demands as the environment state and the allocated resources as the environment action. In order to reduce the effects of the annoying randomness and noise embedded in the received service level agreement satisfaction ratio and spectrum efficiency, we primarily propose generative adversarial network-powered deep distributional Q network (GAN-DDQN) to learn the action-value distribution driven by minimizing the discrepancy between the estimated action-value distribution and the target action-value distribution. Finally, we verify the performance of the proposed GAN -DDQN algorithms through extensive simulations.

Biography: Dr. Li is now an assistant professor in College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou China. From August 2015 to September 2016, he was a research engineer with Wireless Communication Laboratory, Huawei Technologies Co. Ltd., Shanghai, China. His research interests currently focus on Reinforcement Learning, Data Mining and all broad-sense network problems (e.g., resource management, security, etc) and he has authored/coauthored tens of papers in the related fields. He serves as an Editor of China Communications.


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October 21st (Wednesday), 2020SPC Special Session II : AI-based Evolution for Communications14:30-16:10 | Ramada Ballroom 4

Chair: Prof. Hyun Jong Yang (POSTECH, Korea)


14:30-16:10

Learning at the Network Edge – Intelligence and. Computation

Prof. Tony QuekSingapore University of Technology and Design (SUTD),

SingaporeSensory AI Software Platform for Multi-Device

EnvironmentsDr. Chulhong Min

Research Scientist, Nokia Bell Labs, UK

Learning-Based Cellular Softwarization for Network Optimization

Dr. Jaeseong JeongSenior Specialist AI for Optimization, Ericsson Research AI,

Sweden

Invited Talk 4: “Learning at the Network Edge – Intelligence and. Computation”Prof. Tony Quek, Singapore University of Technology and Design (SUTD), Singapore

Abstract:The burgeoning advances from machine learning and wireless technologies are forging a new paradigm for future networks, which are expected to possess higher degree of intelligence. Due to the sheer volume of data generated by the end devices. as well as the increasing concerns about sharing private information, federated learning has emerged from the intersection of artificial intelligence and edge computing. Nevertheless, to make federated learning possible, one needs to tackle new challenges that require a fundamental departure from the standard methods designed for distributed optimization. In this talk, we will provide an overview of federated learning and share several issues associated with the deployment of federated learning in a wireless network. In addition, we will also share some of our preliminary works in this area.

Biography: Tony Quek received the B.E. and M.E. degrees in Electrical and Electronics Engineering from Tokyo Institute of Technology, respectively. At MIT, he earned the Ph.D. in Electrical Engineering and Computer Science. Currently, he is the Cheng Tsang Man Chair Professor with Singapore University of Technology and Design (SUTD). He also serves as the Head of ISTD Pillar, Sector Lead for SUTD AI Program, and the Deputy Director of SUTD-ZJU IDEA. His current research topics include wireless communications and networking, big data processing, network intelligence, URLLC, and IoT. He received the 2008 Philip Yeo Prize for Outstanding Achievement in Research, the 2012 IEEE William R. Bennett Prize, the 2016 IEEE Signal Processing Society

Young Author Best Paper Award, the 2017 CTTC Early Achievement Award, the 2017 IEEE ComSoc AP Outstanding Paper Award, the 2020 IEEE Communications Society Young Author Best Paper Award, the 2020 IEEE Stephen O. Rice Prize, and the 2016-2019 Clarivate Analytics Highly Cited Researcher. He is a Distinguished Lecturer of the IEEE Communications Society and a Fellow of IEEE.

Invited Talk 5: “Sensory AI Software Platform for Multi-Device Environments”Dr. Chulhong Min, Research Scientist, Nokia Bell Labs, UK

Abstract: Sensory devices are now pervasive. These mobile, wearable, and IoT devices on and near our body are increasingly embracing bleeding-edge machine learning algorithms to uncover remarkable sensory applications. In this transformation, we are observing the emergence of multi-device systems as a natural course of multiple sensory devices surrounding us. The multiplicity is opening up an exciting opportunity to leverage the sensor redundancy and high availability afforded by multiple devices, thereby


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enabling rich, powerful, and collaborative sensing applications. However, such multiplicity comes at the expense of increasing complexity. Two key caveats that contribute to this complexity are device and data variabilities caused by runtime factors. In this talk, I will introduce the design and development of a brand-new software platform, offering best-effort inference in multi-device environments. Specifically, I will cover two key technical perspectives: multi-device model selection and device-to-device data translation. This talk will end with a discussion of the exciting applications we can begin to tackle.

Biography: Chulhong Min is a research scientist in the Applications, Platforms & Software Systems (APSS) lab at Nokia Bell Labs, Cambridge, UK and a visiting fellow at University of Cambridge, UK. His current research explores the design of next-generation sensory AI systems to realise transformative multi-modal, multi-device sensing for disruptive mobile, wearable, and IoT services. Broadly, his research interests include mobile and embedded systems, Internet of things (IoT), and human-computer interaction. His work is published at ACM MobiSys, ACM SenSys, ACM UbiComp, ACM BuildSys, and prestigious journals. He won the best paper award at ACM CSCW 2014 and multiple demonstration awards. He served on a number of technical

program committees and organising committees of various premier conferences and is an Associate Editor of ACM Proceedings on Interactive, Mobile, Wearable and Ubiquitous Technologies.

Invited Talk 6: “Learning-Based Cellular Softwarization for Network Optimization”Dr. Jaeseong Jeong, Senior Specialist AI for Optimization, Ericsson Research AI, Sweden

Abstract:Softwarization in cellular network provides flexibility in designing solutions towards automation and intelligence. In this talk, we introduce an instance of closed-loop solutions, AI-powered cell shaping, that automatically optimizes network parameters in operation, e.g., antenna tilt. Reinforcement Learning (RL) can be used to learn an optimal tuning policy from the feedback observation, but its deployment to the real networks has significant challenges. We will discuss approaches to these challenges, and show some results of RL-based cell shaping.

Biography: Jaeseong Jeong is a senior specialist AI for optimization at Ericsson Research AI. He has been leading multiple projects aimed mainly at deploying AI in real telecom networks. His research interests include reinforcement learning, large-scale optimization, telecom data analytic. He received the Ph.D. degree from Korea Advanced Institute of Science and Technology (KAIST) in 2014. Prior to joining Ericsson, he was with Automatic Control Department, KTH Royal Institute of Technology, Sweden as a postdoctoral researcher.


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October 22nd (Thursday), 2020SPC Special Session III: New Waves08:30-10:10 | Ramada Ballroom 4

Chair: Prof. Jeongho Kwak (DGIST, Korea)


08:30-10:10

Information Theory and Coding for Trustworthy and Scalable Machine Learning

Prof. Kangwook LeeUniversity of Wisconsin-Madison, USA

6G Vision & Enabling TechnologiesDr. Young-Jo Ko

Director, 6G Wireless Technology Research Section, ETRI, Korea

Satellite Communications in 5G and Beyond Prof. Jihwan ChoiDGIST, Koreaå

Invited Talk 7: “Information Theory and Coding for Trustworthy and Scalable Machine Learning”Prof. Kangwook Lee, University of Wisconsin-Madison, USA

Abstract:In this talk, I will present the role of information theory and coding for enabling large-scale trustworthy ML systems. In the first part, I will talk about the role of information theory in developing a holistic framework for fair and robust machine learning. In the second part, the role of coding in building large-scale machine learning systems will be presented. I will talk about the recent developments in coded computation, a principled interface between distributed systems and coding theory. I will conclude with some future research directions on how ideas from information theory and coding can have a significant impact on future machine learning algorithms and systems.

Biography: Kangwook Lee is an Assistant Professor at the Electrical and Computer Engineering department and the Computer Sciences department (by courtesy) at University of Wisconsin-Madison. Previously, he was a Research Assistant Professor at Information and Electronics Research Institute of KAIST and was a postdoctoral scholar at the same institute. He received his PhD in 2016 from the Electrical Engineering and Computer Science department at UC Berkeley. He is the recipient of The IEEE Joint Communications Society/Information Theory Society Paper Award, 2020.

Invited Talk 8: “6G Vision & Enabling Technologies”Dr. Young-Jo Ko, Director, 6G Wireless Technology Research Section, ETRI, Korea

Abstract: After the world-first commercialization of 5G in Korea in 2019, world-wide research on the next generation mobile, that is, 6G is now already on the track. Outstanding players in 6G R&D initiatives include governments, industry and academia in Europe, China, US and Korea. In this presentation, we discuss the present and future societal issues, and service and technology trends that may drive the development of the future generation mobile. Then, our initial views of 6G vision are presented, describing user application scenarios, radio access use cases, and key performance indicators. From a radio access technology perspective, we envision 6G to be characterized by six usage components, namely, ultra broadband, ultra-precision positioning, ultra high reliability-low latency, ultra massive connectivity, ultra 3D coverage, and ultra low energy, each of which would be greatly enhanced by AI application and also reinforce AI application itself, providing networking capabilities going beyond 5G and extending user experience into new usage areas. For the enabling technologies, we address research areas such as THz radio access, 3D and satellite-based communication, enhanced URLLC networking and positioning etc.


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Biography: Dr. Young-Jo Ko is currently Director of 6G Wireless Technology Research Section in Mobile Communication Research Division at Electronics and Telecommunications Research Institute (ETRI), and serves as Chairman of the Technology Committee of 5G Forum in Korea. He received BS, MS and Ph. D. degrees in Physics from KAIST in 1992, 1994, and 1998, respectively. Since he joined ETRI in March, 1998, he has been working on mobile communications. He has also actively participated in the 3GPP standardization of LTE/LTE-Advanced. His current research interests include 5G New Radio and B5G/6G technologies, particularly focusing on the physical layer aspects of radio access

Invited Talk 9: “Satellite Communications in 5G and Beyond”Prof. Jihwan Choi, DGIST, Korea

Abstract:Satellites can provide global coverage and seamless service with minimal dependence on ground infrastructure. As the 3rd Generation Partnership Project (3GPP) is discussing the integration of satellite networks into 5G New Radio (NR) and the mega-constellation low-Earth orbit (LEO) satellites are being deployed, communication satellites are gaining big momentum for technical and economic success. This talk will present an overview of satellite communications, the state-of-the-art technologies of current satellite networks, and challenging issues for 5G and 6G satellite networks.

Biography: Jihwan Choi (S'01-M'06-SM’17) received the B.S. degree in electrical engineering from Seoul National University, Seoul, Korea, and the S.M. and Ph.D. degrees in electrical engineering and computer science from Massachusetts Institute of Technology (MIT), Cambridge, MA. He is currently an Associate Professor at Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu, Korea. In 2006-2012, he was with Marvell Semiconductor Inc., Santa Clara, CA for 4G wireless modem design and standardization. In 2016-2017 he served as an ICT R&D Planner with Institute for ICT Planning and Evaluation (IITP), Korea for government R&D planning on communication satellites. In 2019 he visited Samsung SoC Lab, San Diego, CA for 5G non-

terrestrial network (NTN) and deep learning R&D. He is currently an Associate Editor of IEEE Transactions on Aerospace and Electronic Systems and IEEE Access, and an Editorial Board Member of Remote Sensing. His research interests are in the cross-layer design of space and wireless networks, and the applications of machine learning and deep learning.


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October 22nd (Thursday), 2020SPC Special Session IV: Future Services and Their Enablers10:30-12:10 | Ramada Ballroom 4

Chair: Prof. Changhee Joo (Korea Univ., Korea)


10:30-12:10

Now and Future in Medicine Prof. Young-Sung LeeChungbuk National University College of Medicine, Korea

Benefits and Risks of Sensing for IoT Security Prof. Jun HanNational University of Singapore, Singapore

Trend of V2X Communication Technology for Autonomous Vehicle

Dr. Kitaeg LimDirector, Korea Electronics Technology Institute (KETI), Korea

Invited Talk 10: “Now and Future in Medicine”Prof. Young-Sung Lee, Chungbuk National University, Korea

Abstract:South Korea possesses great potential to develop into a healthcare pioneer. As the world’s first to install a 5G wireless network, it has already built an excellent foundation for information infrastructure. However, these factors alone cannot revolutionize the medical system. If the South Korean government is more proactive and goal-driven for advanced healthcare, it is only a matter of time before South Korea creates a breakthrough in healthcare.

Biography: He is the ex-president of National Evidence-based Healthcare Collaborating Agency(NECA). Also he is a professor of Health Informatics and Management at the College of Medicine, Chungbuk National University. He has contributed to development of the medical informatics in Korea over the last two decades. And he was a member of Committee on Infrastructure Technologies, National Science and Technology Council, the Nation’s highest decision making body on science and technology policies under the President of Republic of Korea

Invited Talk 11: “Benefits and Risks of Sensing for IoT Security”Prof. Jun Han, National University of Singapore, Singapore

Abstract: With the emergence of the Internet-of-Things (IoT), we witness many applications that enable devices to interact with the physical world via a large number of sensors and actuators. However, such interactions pose new challenges to traditional approaches of security and privacy. In this talk, I will present how my research group utilize sensor data may be utilized to provide security and privacy protections for IoT/CPS scenarios. In addition, I will emphasize on introducing several novel security threats arising from similar sensor data. Specifically, I will highlight some of our recent projects that leverage sensor data for attacks in various IoT applications including smart homes. I will also present an overview of ongoing projects in my research group.

Biography: Jun Han is an Assistant Professor at the National University of Singapore with an appointment in the Department of Computer Science, School of Computing. His research interests lie at the intersection of sensing systems and security, and focuses on utilizing contextual information for security applications in the Internet-of-Things and Cyber-Physical Systems. He publishes across various research communities spanning security, sensing systems, and mobile computing (including S&P/Oakland, CCS, IPSN, TOSN, and


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HotMobile). He received his Ph.D. from the Electrical and Computer Engineering Department at Carnegie Mellon University as a member of Mobile, Embedded, and Wireless (MEWS) Group. He received his M.S. and B.S. degrees in Electrical and Computer Engineering also at Carnegie Mellon University. Jun also worked as a software engineer at Samsung Electronics.

Invited Talk 12: “Trend of V2X Communication Technology for Autonomous Vehicle”Dr. Kitaeg Lim, Director, Korea Electronics Technology Institute (KETI), Korea

Abstract:I briefly introduce various V2X communication technologies for autonomous vehicles, and explain the development trends and commercialization of each V2X communication technology.-Overview of V2X communication technology-Development of V2X communication technology-Trend of commercialization of V2X communication technology

Biography: February 2013 HANYANG UNIVERSITY

Ph.D. Candidate – Electronics and Computer EngineeringFebruary 1996 HANYANG UNIVERSITY

Master of Science – Electronics EngineeringFebruary 1994 HANYANG UNIVERSITY

Bachelor degree description - Department of Electronics


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October 23rd (Friday), 2020SPC Special Session V: Toward New Spectrum 08:30-10:10 | Ramada Ballroom 4

Chair: Prof. Hu Jin (Hanyang Univ., Korea)


08:30-10:10

Cross-technology Communication: A Protocol Stack View

Prof. Xiaolong ZhengBeijing University of Posts and Telecommunications (BUPT),

ChinaSub-THz RF Component and System Design Considerations for Wireless Backhaul Links

Dr. Seok-Bong HyunDirector, Communication RF Research Section, ETRI, Korea

New Opportunities and Challenges in Unlicensed Spectrum

Dr. Jin Sam KwakCEO, WILUS Inc., Korea

Invited Talk 13: “Cross-technology Communication: A Protocol Stack View”Prof. Xiaolong Zheng, Beijing University of Posts and Telecommunications (BUPT), China

Abstract:The proliferation of Internet of Things (IoT) applications calls for ubiquitous connections among various IoT devices (things). Interconnecting the heterogeneous devices that operate in the shared medium is a crucial but challenging task, because different technologies are essentially incompatible with each other. Emerging Cross-technology Communcition (CTC) is a promissing technique to enable the direct communcation between heterogenous IoT devices. In this talk, I will present our recent progress on this topic, from a bottom-up view of the protocol stack. First, I will introduce two work in PHY layer of CTC, including ZigFi (IEEE INFOCOM’18) that leverage Channel State Information to eanble CTC from ZigBee to WiFi and c-Chirp (IEEE SECON’20) that tries to establish symmetric CTC over the intrinsic asymmetric CTC channels. Then I will talk about our work in link layer, C-LQI (IEEE INFOCOM’20) that estimates the CTC link quality. Finally, I will present our recent work Portal (ACM Mobihoc’20) that ultilizes CTC in network layer. I will also discuss my personal understanding and vision on the research trends of CTC.

Biography: Dr. Xiaolong Zheng is an Associate Professor with the School of Computer Science and Beijing Key Lab of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, China. Before this, he was a Postdoctoral Research Associate with the School of Software, Tsinghua University, China. Dr. Zheng received his Ph.D. degree in the Department of Computer Science and Engineering from Hong Kong University of Science and Technology in 2015, and his B.E. degree from the Dalian University of Technology in 2011. Dr. Zheng’s research interests include IoT, wireless networking, and ubiquitous computing. He has published over 40 research papers in top-tier journals and conferences,

including IEEE/ACM Transactions on Networking, IEEE Transactions on Mobile Computing, IEEE Transactions on Computer, IEEE INFOCOM, ACM Mobihoc, ACM SenSys. He is the recipient of the Best Paper Runner-up Award of IEEE SECON 2020 and the Best Student Paper Award of IEEE ICPADS 2017. He was also awarded as Young Elite Scientist Sponsorship Program of China Association for Science and Technology.

Invited Talk 14: “Sub-THz RF Component and System Design Considerations for Wireless Backhaul Links”Dr. Seok-Bong Hyun, Director, Communication RF Research Section, ETRI, Korea

Abstract: In this session, we present a sub-THz (100~300GHz) RF system design and measurement result including channel characteristics


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for future wireless backhaul links. Design issues of terahertz band RF components such as high-gain antenna, power amplifier and ADC data converters are provided. We describe a prototype system comprised of those components, channel modelling, and measured performance of wireless data transmission at 260-GHz band.

Biography: Seok-Bong Hyun received the BS, MS, and PhD degrees in physics from the Korea Advanced Institute of Science and Technology (KAIST) in 1991, 1993, and 1998, respectively. In 1999 he joined Electronics and Telecommunications Research Institute (ETRI), Korea, where he has been involved in the design of low-power RF and analog integrated circuits for short-range wireless communications. His research interests include the design of millimeter waves and very high-speed wireless network system.

Invited Talk 15: “New Opportunities and Challenges in Unlicensed Spectrum”Dr. Jin Sam Kwak, CEO, WILUS Inc., Korea

Abstract:Due to the ever-increasing demand for unlicensed spectrum, in April 2020, the FCC finally adopted rules that make 1,200 MHz of spectrum in the 6GHz band (5.925-7.125 GHz) available for unlicensed spectrum. Opening the 6GHz band for unlicensed use has promoted the 5G NR and Wi-Fi standards development to take the initiative of the new spectrum. In this talk, the relevant key standards in 3GPP and IEEE 802.11 are introduced - especially, 5G NR in unlicensed (NR-U), IEEE 802.11ax (Wi-Fi 6), and next generation of Wi-Fi (IEEE 802.11be EHT). We summarize the core PHY/MAC technologies, which enabling the multi-RAT coexistence, bandwidth-intensive and/or latency-sensitive applications. Mainly, we focus on the licensed assisted access/standalone 5G NR-based access and next generation Wi-Fi supporting multi-band/link/AP features in the unlicensed bands. Future works to evolve the standards in 3GPP & IEEE 802.11 are also discussed.

Biography: Dr. JIN SAM KWAK received his B.S., M.S., and Ph.D. degrees in Electrical Engineering and Computer Science from Seoul National University, Seoul, Korea, in 1998, 2000, and 2004, respectively. From 2004 to 2005, he was a postdoctoral research associate in the School of Electrical and Computer Engineering, Georgia Institute of Technology. During 2006, he was also with the Wireless Networks and Communications Group (WNCG), the University of Texas at Austin as a post-doctoral research fellow. From 2007 to 2012, he was with LG Electronics as a chief research engineer. During this time, he carried out research tasks on the IMT-Advanced and also led the standards activities for wireless communications in IEEE 802 (especially,

IEEE 802.11/15/16/19), Wi-Fi Alliance (served as an alternative board member), and WiMAX Forum. Since 2013, he has been with WILUS Institute of Standards and Technology, INC, where he is currently CEO and co-founder. His main research interests focus on advanced & enabling technologies for next generation wireless communications & immersive multimedia coding standards including 3GPP 5G NR, IEEE 802.11, MPEG.


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October 23rd (Friday), 2020SPC Special Session VI: Softwarized Radio 10:30-12:10 | Ramada Ballroom 4

Chair: Prof. Hyoil Kim (UNIST, Korea)


10:30-12:10

Development of ARM ecosystem for artificial intelligence, cloud and high performance computing

Mr. Valeriy CherepennikovDirector for Intelligent Computing, Huawei Russia Lab, Russia

Commercializing Software Defined User Equipment for Beyond 5G Systems

Prof. Juyeop KimSookmyung Women’s University, Korea

5G SDR Prototype Based on MATLAB and QualNetDr. Kyeongjun Ko

Senior Researcher, Korea Railroad Research Institute (KRRI), Korea

Invited Talk 16: “Development of the ARM Ecosystem for Artificial Intelligence, Cloud and High Performance Computing”Mr. Valeriy Cherepennikov, Director for Intelligent Computing, Huawei Russia Lab, Russia

Abstract:Author considers contemporary chip market from technological, economical and political standpoints. Gives overview of the available SW (OS, developer tools, applications) for ARM. Compares ARM with established x86 ecosystem and suggests next steps of development. Argues necessity of industry alliance for further progress. Also this talk introduces modern ARM hardware for artificial intelligence, cloud and HPC.

Invited Talk 17: “Commercializing Software Defined User Equipment for Beyond 5G Systems”Prof. Juyeop Kim, Sookmyung Women’s University, Korea

Abstract: Software-Defined Radio (SDR) technology has been conceptualized and realized for past 20 years, but has failed to be applied to commercial markets. However, the SDR technology becomes to be valued as 5G services consider communications in new industrial environment and requires various types of UEs. In this talk, I’ll review the history of SDR technology development and introduce which factors are needed for the SDR technology to be applied to commercial 5G UEs. I also introduce recent research results which can contribute to make the SDR technology’s debut in commercial markets.

Biography: Juyeop Kim is an assistant professor in the Department of Electronics Engineering, Sookmyung Women’s University, Seoul, South Korea. He received his M.S. and Ph.D. in electrical engineering and computer science from KAIST in 2010. He has involved to the commercialization projects for developing 2G/3G/LTE multimode modem chip solutions in Samsung Electronics. He has also involved to national R&D projects for applying LTE to railway and public safety in Korea Railroad Research Institute (KRRI). His current research interests is the applied wireless communications including mission critical communications, internet of things and software-defined 5G baseband processing.


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Invited Talk 18: “5G SDR Prototype Based on MATLAB and QualNet”Dr. Kyeongjun Ko, Senior Researcher, Korea Railroad Research Institute (KRRI), Korea

Abstract:The existing communication systems have mainly been based on hardware such as ASIC, but they have some big problems with respect to development difficulty such as large development cost and low flexibility. In order to overcome these problems, Software Defined Radio (SDR) prototypes have actively studied recently, which have lower development and higher flexibility compared to prototypes based on hardware. However, most of SDRs are very insufficient yet in terms of completeness, which are usually realized only partial functions in total systems. In these current conditions, we need to development communication prototypes which is as similar as possible with real communication systems. In this talk, we propose a 5G SDR prototype using MATLAB (PHY) and QualNet (High layers).

Biography: Kyeongjun Ko received the B.S. and Ph.D. degrees in electrical engineering from Seoul National University, Seoul, Korea, in 2006 and 2012. He also was a postdoctoral researcher from 2012 to 2013 in Wireless Signal Processing Lab in Seoul National University. Then, he has worked in Korea Railroad Research Institute as a Senior Researcher since 2013. His current research interests include wireless communication system with deep learning, positioning, mission critical communications.


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Technical Paper Sessions

October 21st (Wednesday), 2020

[Session I-1] Artificial Intelligence and Machine Learning 1Oct. 21, 08:30~10:10

Chair: Dr. Seung-Ik Lee (ETRI, Korea)

Session I-1-1 A Hybrid Deep Learning Approach for Driver Distraction DetectionJimiama Mafeni Mase, Peter Chapman, Grazziela Figueredo and Mercedes Torres Torres (University of Nottingham, United Kingdom (Great Britain))

Session I-1-2 For Safer Navigation: Pedestrian-View Intersection ClassificationMarcella Astrid, Jin-Ha Lee and Muhammad Zaigham Zaheer (University of Science and Technology, Korea); Jae-Yeong Lee and Seung-Ik Lee (ETRI, Korea)

Session I-1-3 Machine learning-based Scheme for Fault Detection for Turbine Engine DiskCarla Estefania Garcia, Mario Rodrigo Camana and Insoo Koo (University of Ulsan, Korea)

Session I-1-4 Low-Rank Matrix Completion Using Graph Neural NetworkLuong Nguyen and Byonghyo Shim (Seoul National University, Korea)

Session I-1-5 A Study on Energy-Process-Latency Tradeoff in Embedded Artificial IntelligenceJinhwi Kim (DGIST, Korea); Apostolos Galanopoulos and Jude Joseph (Trinity College Dublin, Ireland); Jeongho Kwak (DGIST, Korea)

Session I-1-6 Medicinal Plant identification in the wild by using CNNTrung Quoc Nguyen (Ho Chi Minh Open University, Vietnam); Vinh Truong Hoang (Ho Chi Minh City Open University, Vietnam)

[Session I-2] 5G, 4G, WLAN 1Oct. 21, 08:30~10:10

Chair: Prof. Insoo Sohn (Dongguk Univ., Korea)

Session I-2-1 Performance Analysis of K Means Clustering Algorithms for mMTC SystemsHaesik Kim (VTT Technical Research Centre of Finland, Finland)

Session I-2-2 Hybrid Wireless Indoor Positioning System Combining BLE Beacons And Wi-Fi APsSantosh Subedi and Suk-seung Hwang (Chosun University, Korea); Jae-Young Pyun (Chosun University, Korea)

Session I-2-3 Pilot-based Sequence Design to Overcome a Blockage in mmWave Cellular SystemsQasim Sultan (Chung-Ang University, Korea); Yeong Jun Kim (LG Electronics, Korea); Yong Soo Cho (Chung-Ang University, Korea)

Session I-2-4 Fast Beamforming Technique for Millimeter Wave Systems with Large Antenna ArraysQasim Sultan, Mohammed Saquib Khan and Yong Soo Cho (Chung-Ang University, Korea)

Session I-2-5 IEEE802.11 priority control by using even-odd selection backoff slot in a home environmentYuki Kawahara and Takatoshi Sugiyama (Kogakuin University, Japan)

[Session I-3] Internet of Things 1Oct. 21, 08:30~10:10

Chair: Dr. Seong-Soon Joo (ETRI, Korea)

Session I-3-1 Location-aware Task Assignment and Routing in Mobile Crowd SensingShathee Akter and Seokhoon Yoon (University of Ulsan, Korea)


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Session I-3-2 Weighted-center Loss For Facial Expressions RecognitionQuan T. Ngo and Seokhoon Yoon (University of Ulsan, Korea)

Session I-3-3 Application of complex systems in neural networks against Backdoor attacksSara Kaviani and Insoo Sohn (Dongguk University, Korea); Huaping Liu (Oregon State University, USA)

Session I-3-4 Low-cost Hardware Redundancy for Fault-mitigation in Power-constrained IoT SystemsUmar Afzaal and Jeong-A Lee (Chosun University, Korea)

[Session I-4] Maritime & Military Communications SystemsOct. 21, 08:30~10:10


Session I-4-1 Cell Search Technique for Underwater Acoustic Cellular Systems in High-Doppler EnvironmentsMuhammad Asim (Chung-Ang University, Korea); Yong Soo Cho (Chung-Ang University, Korea)

Session I-4-2 Hybrid Communication and Localization Underwater Network Nodes based on Magnetic Induction and Visible Light for AUV SupportMaurice Hott and Andrej Harlakin (Kiel University, Germany); Peter A. Hoeher (University of Kiel, Germany)

Session I-4-3 LDPC Coded OFDM-IM Performance Evaluation Under Jamming AttackAhmet Kaplan, Mehmet Can, İbrahim Altunbaş and Gunes Karabulut Kurt (Istanbul Technical University, Turkey); Defne Kucukyavuz (Aselsan Inc., Turkey)

Session I-4-4 PITI: Protecting Internet of Things via Intrusion Detection System on Raspberry PiVasaka Visoottiviseth, Gannasut Chutaporn, Sorakrit Kungvanruttana and Jirapas Paisarnduangjan (Mahidol University, Thailand)

[TPC Special Session I-1] Special Session on KU-AIER (Korea University, Artificial Intelligence Engineering Research)Oct. 21, 08:30~10:10

Chair: Prof. Minseok Choi (Jeju National Univ., Korea)

TPC Special Session I-1-1 Kirchhoff's Circuit Law Applications to Graph Simplification in Search ProblemsJaeho Choi (Chung-Ang University, Korea); Joongheon Kim (Korea University, Korea)

TPC Special Session I-1-2 Video Placements and Dynamic Streaming Services in Wireless Caching NetworksMinseok Choi (Jeju National University, Korea); Joongheon Kim (Korea University, Korea)

TPC Special Session I-1-3 Dichromatic Model Based Highlight Removal via Deep LearningChan-Ho Lee, Jun-Sang Yoo and Jong-Ok Kim (Korea University, Korea)

TPC Special Session I-1-4 Reinforced Edge Selection using Deep Learning for Robust Surveillance in Unmanned Aerial VehiclesSoohyun Park (Korea University, Korea); Jeman Park (Georgia Institute of Technology, USA); David Mohaisen (University of Central Florida, USA); Joongheon Kim (Korea University, Korea)

TPC Special Session I-1-5 On the Performance of Generative Adversarial Network (GAN) Variants: A Clinical Data StudyJaesung Yoo (Korea University, Korea); Chihoon Hwang (Chung-Ang University & School of Software, Korea); Jeman Park (Georgia Institute of Technology, USA); An Wang (Case Western Reserve University, USA); David Mohaisen (University of Central Florida, USA); Joongheon Kim (Korea University, Korea)


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[Session I-5] Wireless & Mobile Communication Systems 1Oct. 21, 08:30~10:10

Chair: Dr. Sangmi Lee (IITP, Korea)

Session I-5-1 System Implementation of Synchronized SS-CDMA for QZSS Safely Confirmation SystemHiroshi Oguma and Rei Kawai (National Institute of Technology, Toyama College, Japan); Takeshi Asai (Next Dimension Co. Ltd., Japan); Mizuki Motoyoshi, Suguru Kameda and Noriharu Suematsu (Tohoku University, Japan)

Session I-5-2 Towards a Framework for SLAM Performance Investigation on Mobile RobotsDuc-Tuan Ngo (Ho Chi Minh City University of Technology, VNU-HCM, Vietnam); Hoang-Anh Pham (Ho Chi Minh City University of Technology & Vietnam National University Ho Chi Minh City, Vietnam)

Session I-5-3 On the Error Performance of Non-orthogonal Multiple Access SystemsAbdullateef Almohamad (Qatar University, Qatar); Saud Althunibat (Al-Hussein Bin Talal University, Jordan); Mazen Omar Hasna (Qatar University, Qatar); Khalid A. Qaraqe (Texas A&M University at Qatar, USA)

Session I-5-4 Heuristic Approach to Distributed Server Allocation with Preventive Start-Time Optimization against Server FailureSouhei Yanase, Fujun He and Eiji Oki (Kyoto University, Japan)

Session I-5-5 Influence of Meteorological Attenuation on the Channel Characteristics for High-Speed Railway at the Millimeter-Wave BandLei Ma, Ke Guan, Danping He and Bo Ai (Beijing Jiaotong University, China); Junhyeong Kim and Hee Sang Chung (ETRI, Korea)

[Poster Session P-1] Communications SystemOct. 21, 08:30~10:10

Chair: Prof. Intae Hwang (Chonnam National Univ., Korea)

Poster Session P-1-1 An Improved Channel Estimation Method for Cell-Free Uplink Systems With Scalar QuantizersBumjun Kim, Daesung Yu and Seok-Hwan Park (Jeonbuk National University, Korea)

Poster Session P-1-2 Receiver Design of the WR-OFDM System Robust to Long Delay MultipathChangyoung An, Hyeong Min Kwon and Heung-Gyoon Ryu (Chungbuk National University, Korea)

Poster Session P-1-3 Experiments on The Effectiveness of The Variable Contents Digital ClusterKyongho Kim (ETRI, Korea); YoungJin Kwon (ETRI, Korea); Yoonsook Hwang (ETRI, Korea); Do Hyun Kim (ETRI, Korea)

Poster Session P-1-4 Duplex communication method for railway vehicle communication systemMinSuk Choi (ETRI, Korea); Byungsik Yoon (ETRI & Hanyang University, Korea); Dongil Sung and Dongjoon Kim (Korea Railway Network Authority, Korea)

Poster Session P-1-5 Compact Design of Random Access Channel in 5G New RadioGweondo Jo (ETRI, Korea)

Poster Session P-1-6 Random Beam-based Non-orthogonal Multiple Access for Low Latency Downlink MISO Broadcast ChannelsJung Hoon Lee (Hankuk University of Foreign Studies, Korea); Yunjoo Kim (ETRI, Korea); Jong Yeol Ryu (Gyeongsang National University, Korea)

Poster Session P-1-7 Fast Initial Access Technique for Millimeter-Wave Systems Using Retrodirective ArraysYeong Jun Kim (LG Electronics, Korea); Hyun Jun Lee (Chung-Ang University, Korea); Yong Soo Cho (Chung-Ang University, Korea)


ICT CONVERGENCE

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Poster Session P-1-8 Long-Term Evolution Vulnerability Focusing on System Information Block MessagesMinjae Kim (University of Science and Technology, Korea); Jong-Geun Park (ETRI, Korea); Daesung Moon, JongSoo Jang, Youngsoo Kim and Jong-Hoon Lee (ETRI, Korea)

Poster Session P-1-9 Position-Based Visual Servoing of Multiple Robotic Manipulators: Verification in Gazebo SimulatorSamyeul Noh (ETRI, Korea); Chan-Won Park (ETRI, Korea); Jun Hee Park (ETRI, Korea)

Poster Session P-1-10 An Analysis of Building Material Electrical Properties' Effects on Radio Wave PropagationJu Yeon Hong, Chung-Sup Kim, Jong-Su Lim, Jun Seok Kim and Young Jun Chong (ETRI, Korea)

Poster Session P-1-11 SFFT-Based OTFS Communication System Robust to High Doppler and Long Delay ChannelByounghak Park, Hyeong Min Kwon and Heung-Gyoon Ryu (Chungbuk National University, Korea)

Poster Session P-1-12 Design and Performance Analysis of Millimeter Wave Band Voltage-Controlled OscillatorSung-hun Lee (Kwangwoon University, Korea); Seong Shin Lim (Kyungpook National University, Korea); Seung-Soo Kim (Kwangwoon University, Korea)

Poster Session P-1-13 Proof-of-concept demonstration of a 22-GHz vehicular communication system over an urban roadway testbedHee Sang Chung, Sung Woo Choi, Seung Nam Choi and Dae-Soon Cho (ETRI, Korea); Seon-Ae Kim (ETRI, Korea); Jung Pil Choi (ETRI, Korea); Gosan Noh (ETRI, Korea); Junhyeong Kim (ETRI, Korea); Ilgyu Kim (ETRI, Korea)

Poster Session P-1-14 Highly Immersive Telepresence with Computation Offloading to Multi-Access Edge ComputingYounggi Kim, Younghyun Joo, Hyoyoung Cho and Intaik Park (Samsung Electronics, Korea)

Poster Session P-1-15 Learning Control Policy with Previous Experiences from Robot SimulatorDonghun Lee (ETRI, Korea); Hyunseok Kim (ETRI, Korea); Seonghyun Kim and Chan-Won Park (ETRI, Korea); Jun Hee Park (ETRI, Korea)

Poster Session P-1-16 DNN-based Phase Noise Compensation for Sub-THz CommunicationsHyeongSook Park, Eun-young Choi and Young Seog Song (ETRI, Korea); Song Noh and Kyungsik Seo (Incheon National University, Korea)

Poster Session P-1-17 An Experimental Study on Reinforcement Learning on IoT Devices with Distilled KnowledgeIngook Jang and Seonghyun Kim (ETRI, Korea); Hyunseok Kim (ETRI, Korea); Chan-Won Park (ETRI, Korea); Jun Hee Park (ETRI, Korea)

Poster Session P-1-18 Channel Statistics based Adaptive Feedback for Cooperative Massive MIMO SystemsJinho Kang (KAIST, Korea); Wan Choi (Seoul National University, Korea)

Poster Session P-1-19 Enabling 5G Techniques to Support HD Video Streaming to High Speed Train UsersJuho Park, Junghoon Lee and JunHwan Lee (ETRI, Korea); Moon-Sik Lee (ETRI & Stanford University, Korea)

Poster Session P-1-20 Performance Comparison of SU- and MU-MIMO in 802.11ax: Delay and ThroughputYein Heo (POSTECH, Korea); Jonggyu Jang (UNIST, Korea); Yeongjun Kim (UNIST, Korea); Hyun Jong Yang (UNIST, Korea)

Poster Session P-1-21 Learning Robot Manipulation based on Modular Reward ShapingSeonghyun Kim and Ingook Jang (ETRI, Korea); Hyunseok Kim (ETRI, Korea); Chan-Won Park (ETRI, Korea); Jun Hee Park (ETRI, Korea)

Poster Session P-1-22 A Carrier Frequency Offset based Key Masking Scheme for Physical-Layer Authentication in Spatially Correlated ChannelsSeungnam Han (GIST, Korea); Yonggu Lee (KAERI, Korea); Euiseok Hwang (GIST, Korea)


ICT CONVERGENCE

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Poster Session P-1-23 Research on Plug-and-Play Twin-Field Quantum Key DistributionChang Hoon Park (Ajou University & KIST, Korea); Min Ki Woo (Ajou University, Korea); Byung Kwon Park and Yong-Su Kim (KIST, Korea); Sangin Kim (Ajou University, Korea); Sang-Wook Han (KIST, Korea)

Poster Session P-1-24 Reliability Enhancement Scheme for Wireless Backhaul in High Speed TrainJae-Su Song and SeungKwon Baek (ETRI, Korea)

Poster Session P-1-25 Collision Avoidance in IEEE 802.11 DCF using a Reinforcement Learning MethodChang Kyu Lee and Seung Hyong Rhee (Kwangwoon University, Korea)

Poster Session P-1-26 An Uplink Transmission Scheme for TSN Service in 5G Industrial IoTMi-Jeong Yang and S Lim (ETRI, Korea); Sung-Min Oh (ETRI, Korea); JaeSheung Shin (ETRI, Korea)

Poster Session P-1-27 Security Threats in 5G Edge Computing EnvironmentsYoungsoo Kim (ETRI, Korea); Jong-Geun Park (ETRI, Korea); Jong-Hoon Lee (ETRI, Korea)

Poster Session P-1-28 Autonomous Mobile Robot Navigation in Indoor Environments: Mapping, Localization, and PlanningSamyeul Noh and Jiyoung Park (ETRI, Korea); Jun Hee Park (ETRI, Korea)

Poster Session P-1-29 On the Effect of Shadowing Correlation on Hybrid Precoding Performance for Cell-free mmWave massive MIMO UDN SystemSeung-Eun Hong (ETRI, Korea)

Poster Session P-1-30 Second-order Passive Intermodulation Distortion Modeling Using a Quadratic Volterra Filter for Wireless Relay SystemsJinzi Song, BoBae Kim, Zhihui Jin and Sungbin Im (Soongsil University, Korea)

Poster Session P-1-31 A New MIMO Signal Constellation for Secrecy and Performance EnhancingHyein Lee (Jeonbuk National University, Korea); Pingping Shang (Chonbuk National University, Korea); Sooyoung Kim (Jeonbuk National University)

Poster Session P-1-32 Hardware Suitable Implementation for CNPC TransmissionGwonhan Mun and Hee Wook Kim (ETRI, Korea); Daeho Kim (Korea)

Poster Session P-1-33 253-GHz Angular and Delay Profile Measurements in Outdoor Street EnvironmentJae-Joon Park, Juyul Lee, Kyung-Won Kim and Myung-Don Kim (ETRI, Korea)

Poster Session P-1-34 Resource Multiplexing Enhancements for Integrated Access and Backhaul in 5G New Radio Release 17Junhyeong Kim (ETRI, Korea); Ilgyu Kim (ETRI, Korea); Hee Sang Chung (ETRI, Korea)

Poster Session P-1-35 Multi-shuffled Convolutional Blocks for Low-complex Modulation RecognitionGodwin Brown Tunze, Thien Huynh-The, Jae-Min Lee and Dong Seong Kim (Kumoh National Institute of Technology, Korea)

Poster Session P-1-36 Utilizing Multi-modal Emotion Information in Dialogue Strategy ClassificationJin Yea Jang, Jieun Kim, Minyoung Jung and Hyedong Jung (KETI, Korea); Saim Shin (KETI, Korea)

Poster Session P-1-37 Design of a Management Plane for 5G Open Fronthaul InterfaceJae Seung Lee and Jaewoo Park (ETRI, Korea); Jeeyon Choi (ETRI, Korea); Moon-Sik Lee (ETRI & Stanford University, Korea)

Poster Session P-1-38 REINDEAR: REINforcement learning agent for Dynamic system control in Edge-Assisted Augmented Reality serviceKyungchae Lee and Chan-Hyun Youn (KAIST, Korea)


ICT CONVERGENCE

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Poster Session P-1-39 Bio-inspired Relay Selection Algorithm Using Finite Blocklength Regime for URLLCWon Jae Ryu, Dong Seong Kim and Soo Young Shin (Kumoh National Institute of Technology, Korea)

Poster Session P-1-40 RSS-based LTE Base Station Localization Using Single Receiver in Environment with Unknown Path-Loss ExponentSuhui Jeong, Halim Lee, Taewon Kang and Jiwon Seo (Yonsei University, Korea)

Poster Session P-1-41 PDCCH implementation based on 5G NR system and comparision with LTE PDCCHEun jeong Shin, Ok-Sun Park, Seong Chul Cho and JaeSheung Shin (ETRI, Korea)

Poster Session P-1-42 Implementation of unmanned aerial system for surveillance modeTae Yoon Kim (Ajou University, Korea); Jae-Hyun Kim (Ajou University, Korea)

Poster Session P-1-43 MU-MIMO User Grouping for WLANs supporting Indoor VR ApplicationsKyubo Shin (UNIST, Korea); Seokwoo Choi (UNIST, Korea); Hyoil Kim (UNIST, Korea)

Poster Session P-1-44 Finite-size effect in twin-field quantum key distributionJooyoun Park and Jun Heo (Korea University, Korea)

Poster Session P-1-45 Quantum error correction code under dephasing biased error channelJonghyun LEE and Jun Heo (Korea University, Korea)

Poster Session P-1-46 Deep Learning-based Limited Feedback for MIMO SystemsJeonghyeon Jang (Korea University, Korea); Hoon Lee (Pukyong National University, Korea); Sangwon Hwang and Inkyu Lee (Korea University, Korea)

Poster Session P-1-47 Design of a Multi-device Backscatter Communication System with a Multi-Antenna ReaderMoldir Yerzhanova and Yun Hee Kim (Kyung Hee University, Korea)

[Session II-1] Information & Communication Theory 1Oct. 21, 14:30~16:10

Chair: Prof. Bang Chul Jung (Chungnam National Univ., Korea)

Session II-1-1 Transmit Beamforming for a MISO SWIPT System with a Power BeaconMario Rodrigo Camana, Carla Estefania Garcia and Insoo Koo (University of Ulsan, Korea)

Session II-1-2 Dynamic Power Allocation Scheme for NOMA Uplink in Cognitive Radio Networks Using Deep Q LearningHoang Thi Huong Giang (University of Ulsan, Korea); Pham Duy Thanh (University of Ulsasn, Korea); Insoo Koo (University of Ulsan, Korea)

Session II-1-3 Efficient User Clustering and Reinforcement Learning Based Power Allocation for NOMA SystemsSifat Rezwan, Seokjoo Shin and Wooyeol Choi (Chosun University, Korea)

Session II-1-4 FBMC-OQAM PAPR Reduction SchemesNahla Al Harthi and Zhongfeng Zhang (Hanyang University, Korea, Korea); SeungWon Choi (Hanyang University, Korea)

Session II-1-5 Error-Correction Method Based on LDPC for Quantum Key Distribution SystemsBohdan Bilash and Byung Kwon Park (KIST, Korea); Chang Hoon Park (Ajou University & KIST, Korea); Sang-Wook Han (KIST, Korea)


ICT CONVERGENCE

41


[Session II-2] Network Virtualization and Future Internet Technologies Oct. 21, 14:30~16:10

Chair: Prof. Jae-Ho Han (Korea Univ., Korea)

Session II-2-1 Cognitive User Selection Based on Throughput Estimation in Cognitive Radio NetworksMuhammad Sajjad Khan and Liaqat Khan (International Islamic University Islamabad, Pakistan); Eung Hyuk Lee, Junsu Kim and Su Min Kim (Korea Polytechnic University, Korea)

Session II-2-2 Accelerating Message Propagation in Blockchain NetworksCarlos Santiago and Choonhwa Lee (Hanyang University, Korea)

Session II-2-3 Application Layer Benefits of Redundant Disjoint Paths in a Real-Time EthernetStefan Farthofer and Diego Teixeira Barreto Lima (Salzburg Research, Austria); Jia Lei Du (Salzburg Research Forschungsgesellschaft m. b. H., Austria)

Session II-2-4 Testbed-based Performance Evaluation of the Information-Centric NetworkNazib Abdun Nasir and Seong-Ho Jeong (Hankuk University of Foreign Studies, Korea)

Session II-2-5 Proactive Caching in the Vehicular Networks based on Content LocalityKamrul Hasan and Seong-Ho Jeong (Hankuk University of Foreign Studies, Korea)

Session II-2-6 Survey on Organ Allocation Algorithms and Blockchain-based Systems for Organ Donation and TransplantationNiyigena Clemence (Korea University of Technology and Education, Korea); Soonuk Seol (Korea University of Technology and Education, Korea); Artem Lenskiy (Australian National University, Australia)

[TPC Special Session II-1] Special Session on Satellite Information Convergence Application ServiceOct. 21, 14:30~16:10

Chair: Prof. Jae-Hyun Kim (Ajou Univ., Korea)

TPC Special Session II-1-1 A method of bandwidth widening using multi direct digital synthesizer for SARKyeongrok Kim (Ajou, Korea); Josaphat Tetuko Sri Sumantyo and Joko Widodo (Chiba University, Japan); Jae-Hyun Kim (Ajou University, South Korea, Korea)

TPC Special Session II-1-2 Analysis of forest loss by Sentinel-1 SAR time seriesJung-Hoon Lee (Ajou University, Korea); Josaphat Tetuko Sri Sumantyo (Chiba University, Japan); Mirza Waqar (Chiba University, Japan); Jae-Hyun Kim (Ajou University, South Korea, Korea)

TPC Special Session II-1-3 Temperature Variation Aware Li-ion Battery Aging Simulator for Satellite SystemsSeongik Jang and Hoeseok Yang (Ajou University, Korea)

TPC Special Session II-1-4 Prediction of Propagation between Satellite and Ground Station in Atmospheric EnvironmentsChangseong Kim and Yong Bae Park (Ajou University, Korea)

TPC Special Session II-1-5 SAR-to-Optical Image Translation Using SSIM and Perceptual Loss Based Cycle-Consistent GANJieon Hwang and Chushi Yu (University of Soongsil, Korea); Yoan Shin (Soongsil University, Korea)


ICT CONVERGENCE

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TPC Special Session II-1-6 Single Image Super Resolution Using Convolutional Neural Networks for Noisy ImagesTae Bok Lee and Yong Seok Heo (Ajou University, Korea)

TPC Special Session II-1-7 High-resolution bridge displacement monitoring using Time-series PS- InSAR techniqueSuresh Krishnan Palanisamy Vadivel and Duk-jin Kim (Seoul National University, Korea)

TPC Special Session II-1-8 Cloud Removal on Satellite Image using Transfer Learning based Generative Adversarial NetworkSangho Ahn and Sehyeong Kim (Ajou University, Korea); Jinwoo Do (Ajou, Korea); Jaehyeong Park and Kang Juyoung (Ajou University, Korea)

TPC Special Session II-1-9 Design of 4D-8PSK-TCM with Hybrid T-Algorithm based on Deep LearningSong Kim (Ajou University, Korea); Joan Adria Ruiz-de-Azua (UPC-BarcelonaTech, Spain); Hyuk Park (Universitat Politècnica de Catalunya, Spain); Jae-Hyun Kim (Ajou University, Korea)

[TPC Special Session II-2] Special Session on Quantum Key Distribution and Quantum Signal ProcessingOct. 21, 14:30~16:10

Chair: Prof. Kwangseok Noh(Korea Univ., Korea)

TPC Special Session II-2-1 Single Trace Attack on Key Reconciliation Process for Quantum Key DistributionDongjun Park (Koera University, Korea); Donghoe Heo, Suhri Kim and Seokhie Hong (Korea University, Korea)

TPC Special Session II-2-2 Quantum Minimum Searching Algorithm and Circuit ImplementationYujin Kang and Jun Heo (Korea University, Korea)

TPC Special Session II-2-3 Single Photon Quantum Key Distribution Using Phase-Squeezed StateHyun Seung Moon and Jun Heo (Korea University, Korea)

TPC Special Session II-2-4 Polarization-entangled photon generation in multimode fiber at visible wavelengthKyungTaek Lee, Ikjun Hong and Ju Han Lee (University of Seoul, Korea)

TPC Special Session II-2-5 Quantum Maximum Likelihood Decoding for Linear Block CodesHyunwoo Jung (Korea Advanced Institute of Science and Technology (KAIST), Korea); Jeonghwan Kang and Jeongseok Ha (KAIST, Korea)

TPC Special Session II-2-6 Investigation of Boresight and Jitter in Free Space Optical Communications with pointing error and Weak TurbulenceKug-Jin Jung, Jong Min Kim and Young-Chai Ko (Korea University, Korea)

[TPC Special Session II-3] Special Session on DGIST ICT (Information and Communication Technology) ResearchOct. 21, 14:30~16:10

Chair: Prof. Jeongho Kwak (DGIST, Korea)

TPC Special Session II-3-1 A Tutorial on Quantum Convolutional Neural Networks (QCNN)Seunghyeok Oh (Korea University, Korea); Jaeho Choi (Chung-Ang University, Korea); Joongheon Kim (Korea University, Korea)


ICT CONVERGENCE

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TPC Special Session II-3-2 3D Modeling and WebVR Implementation using Azure Kinect, Open3D, and Three.jsWon Joon Yun and Joongheon Kim (Korea University, Korea)

TPC Special Session II-3-3 DSP: Dynamic Service Placement with Reconfiguration Cost and DelayJeongho Kwak (DGIST, Korea); George Iosifidis (Trinity College Dublin, Ireland)

TPC Special Session II-3-4 Impact of Finite Blocklength on AoI Violation Probability in UAV NetworksHyeonjun Sung and Minsu Kim (Daegu Gyeongbuk Institute of Science & Technology (DGIST), Korea); Jemin Lee (Daegu Gyeongbuk Institute of Science and Technology (DGIST), Korea)

TPC Special Session II-3-5 Analysis on Path Rerouting Algorithm based on V2X Communication for Traffic Flow ImprovementKyungtae Kim and Seokjoo Koo (Daegu Gyeongbuk Institute of Science and Technology, Korea); Ji-Woong Choi (DGIST, Korea)

[TPC Special Session II-4] Special Session on 5G/Unmanned Vehicle Technology (Hanyang University ITRC 5G/UVRC)Oct. 21, 14:30~16:10

Chair: Dr. Igbafe Orikumhi (Hanyang Univ., Korea)

TPC Special Session II-4-1 Energy-Efficient FDD-based Massive MIMO Systems Using Finite Rate FeedbackSeungnyun Kim and Byonghyo Shim (Seoul National University, Korea)

TPC Special Session II-4-2 Economic Theoretic LEO Satellite Coverage Control: An Auction-based FrameworkJunghyun Kim (Korea University, Korea); Thong Ngo (California State University, Long Beach, USA); Seungcheol Oh and Sean (Seok-Chul) Kwon (California State University Long Beach, USA); Changhee Han (Korea Military Academy, Korea); Joongheon Kim (Korea University, Korea)

TPC Special Session II-4-3 Belief Propagation based Scheduling for Energy Efficient Multi-drone Monitoring SystemSoyi Jung (Ajou University, Korea); Peng Yang and Tony Q. S. Quek (Singapore University of Technology and Design, Singapore); Jae-Hyun Kim (Ajou University, South Korea, Korea)

TPC Special Session II-4-4 Location-Aided User clustering and Power Allocation for NOMA in 5G mmWave NetworksIgbafe Orikumhi (Hanyang University, Korea); Hyekyung Jwa and Jeehyeon Na (ETRI, Korea); Sunwoo Kim (Hanyang University, Korea)

TPC Special Session II-4-5 Video Object Detection Using Motion Context and Feature AggregationJaekyum Kim, Junho Koh and Jun Won Choi (Hanyang University, Korea)

[Poster Session P-2] NetworkOct. 21, 14:30~16:10

Chair: Dr. Seong-Soon Joo (ETRI, Korea)

Poster Session P-2-1 Design and Verification of Low Latency Access Network based on Mobile Edge ComputingSeung-Que Lee, Nam-il Kim and Jin-Up Kim (ETRI, Korea); Hwansouk Yoo (RACHTEC, Korea)

Poster Session P-2-2 Analysis of Smart Street Lighting Mesh Network Using I2I Communication TechnologyYoo-seung Song (ETRI, Korea)


ICT CONVERGENCE

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Poster Session P-2-3 Flexible Connectivity Level Control via Rate Splitting in Fog RAN Downlink With Finite-Capacity BackhaulJunbeom Kim (Jeonbuk National University, Korea); Hoon Lee (Pukyong National University, Korea); Seung-Eun Hong (ETRI, Korea); Seok-Hwan Park (Jeonbuk National University, Korea)

Poster Session P-2-4 An Interference Effects Analysis on 5G system with AAS in Adjacent BandSung Woong Choi (ETRI, Korea)

Poster Session P-2-5 Study for Recovering Crypto Key Mismatch of In-Vehicle Network DTLSDaewon Kim (ETRI, Korea); Hong-Il Ju (ETRI, Korea); Boheung Chung (ETRI, Korea); Byeong Cheol Choi (ETRI, Korea)

Poster Session P-2-6 Session and Service Continuity Visualization Monitoring System for 5G NetworkEung Ha Kim (ETRI, Korea)

Poster Session P-2-7 Performance Analysis for HSR Based In-Vehicular Network (IVN) under End-to-End Latency (EEL) Constraint with Store-and-Forward ModeDong Hwan Kim, Na Young Lee, Jong Rhee and Sang Yoon Park (Myongji University, Korea)

Poster Session P-2-8 CV-AODV: Compatibility Based Vehicular Ad-hoc On Demand Distance Vector Routing ProtocolFarooque Hassan Kumbhar (Kumoh Institute of Technology & WENS Lab, Korea); Soo Young Shin (Kumoh National Institute of Technology, Korea)

Poster Session P-2-9 Propagation Characteristics for V2V Expressway Environment at 5.9 GHzChung Sup Kim, Hyuk-Je Kim and Ju Yeon Hong (ETRI, Korea); Jong Soo Lim (ETRI, Algeria); Junseok Kim and Young Jun Chong (ETRI, Korea)

Poster Session P-2-10 Non-Shared Bottleneck Links of MPTCP: Bottleneck Detection and Congestion ControlGeon-Hwan Kim (Kyungpook National University, Korea); Yeong-Jun Song (Kyungpook National University(KNU), Korea); Changhoon Park, Won Ju Eom, JeongKeun Kim and You-Ze Cho (Kyungpook National University, Korea)

Poster Session P-2-11 Intra-protocol Convergence Problem in BBRv2's Bandwidth ProbingYeong-Jun Song (Kyungpook National University(KNU), Korea); Won Ju Eom, JeongKeun Kim, Changhoon Park, Geon-Hwan Kim and You-Ze Cho (Kyungpook National University, Korea)

Poster Session P-2-12 Applying New Radio Technologies in Non-Terrestrial Network and Following IssuesSangmin Lee and Min-Su Shin (ETRI, Korea); Dae-Ig Chang (ETRI, Korea)

Poster Session P-2-13 Supervised-Learning-Based Resource Allocation in Wireless NetworksJonggyu Jang, Jung Hwa Park and Hyun Jong Yang (UNIST, Korea)

Poster Session P-2-14 A Scalable Name Lookup Service for NDNSae Hyong Park (ETRI, Korea); YongYoon Shin and Namseok Ko (ETRI, Korea)

Poster Session P-2-15 Automatic Classification of Network Traffic Data based on Deep Learning in ONOS PlatformJungmin Kwon and Jungjin Lee (Ewha Womans University, Korea); Miseon Yu (KETI, Korea); Hyunggon Park (Ewha Womans University, Korea)

Poster Session P-2-16 Traffic Data Classification using Machine Learning Algorithms in SDN NetworksJungmin Kwon, Daeun Jung and Hyunggon Park (Ewha Womans University, Korea)

Poster Session P-2-17 Reliable data transmission in 5G Network using Access Traffic Steering methodYoung-il Choi (ETRI, Korea)


ICT CONVERGENCE

45


Poster Session P-2-18 Service Caching For Edge Computing-Enabled Heterogeneous NetworksMingun Kim, Hewon Cho and Jemin Lee (DGIST, Korea); Seung-Eun Hong (ETRI, Korea)

Poster Session P-2-19 A Random Access for Low Latency CommunicationsEunkyung Kim (ETRI, Korea); Heesoo Lee (ETRI, Korea)

Poster Session P-2-20 An Efficient 5G Redirection Scheme Interworking with Legacy NetworksMahn-suk Yoon (Gumi Electronics & Information Technology Research Institute, Korea); Wan-jin Ko and Chang-Kyo Lee (Gumi Electronics and Information Technology Research Institute, Korea)

Poster Session P-2-21 Effective management and encryption processing method for security of optical transmission networkHoyoung Choi, Jongjin Lee, Taehun Kim and Sungcheol Kim (KEPCO KDN, Korea)

Poster Session P-2-22 A Machine Learning based SLA-Aware VNF Anomaly Detection Method in Virtual NetworksJibum Hong (POSTEC, Korea); Suhyun Park (POSTECH, Korea); Jae-Hyung Yoo (POSTEC, Korea); James W. Hong (POSTECH, Korea)

Poster Session P-2-23 Study on Internet based STL for Low Power Gap-fillers configuring a Mobile TV NetworkJae-Hwui Bae, YoungSu Kim and Namho Hur (ETRI, Korea); Dong-Joon Choi (ETRI, Korea)

Poster Session P-2-24 SDR-based 5G NR Control Channel Analysis Equipment for Network MonitoringIgor Kim and Jungsun Um (ETRI, Korea); Seung Keun Park (ETRI, Korea)

Poster Session P-2-25 Fast Convergence Bio-Inspired Traffic Grooming for Energy-Efficient IP-over-WDM NetworksChankyun Lee and Min-ki Noh (KISTI, Korea); Woojin Seok (KISTI, Korea)

Poster Session P-2-26 A Scalable Pub/Sub System for NDNHak Suh Kim (ETRI, Korea)

Poster Session P-2-27 Design and Implementation of Packet Filtering Module for Vehicular Multi-domain NetworkJoongyong Choi and Boheung Jung (ETRI, Korea)

Poster Session P-2-28 Performance Evaluation of Data Transmission for Non-Terrestrial NetworksDukhyun You and Jihyung Kim (ETRI, Korea); Mi Young Yun (ETRI, Korea); Moon-Sik Lee (ETRI & Stanford University, Korea); Joonhyuk Kang (KAIST, Korea)

Poster Session P-2-29 System-Level Evaluation of Non-Coherent Joint Transmission in Indoor Ultra-Dense NetworksMinhyun Kim, Kyoung Seok Lee and Seung-Eun Hong (ETRI, Korea)

Poster Session P-2-30 Ad hoc cluster management for coverage extension on high frequency mobile backhaul networkJunsik Kim (ETRI, Korea); SoonGi Park (ETRI, Korea)

Poster Session P-2-31 Improving the Packet Delivery Reliability and Privacy Protection in Monitoring Wireless NetworksSeokjoo Shin and Lilian Mutalemwa (Chosun University, Korea)

Poster Session P-2-32 Scheduling of Fully Dynamic TDD Cellular Networks with Control Signaling ConsiderationsAnseok Lee and Heesoo Lee (ETRI, Korea)


ICT CONVERGENCE

46


Poster Session P-2-33 Measurement based LTE Resource Block Sharing for Inter-Operators: PS-LTE and LTE-RJungsun Um and Igor Kim (ETRI, Korea); Seung Keun Park (ETRI, Korea)

Poster Session P-2-34 Terrestrial Broadcasting System Virtualization with Integrated Service ManagerHye-Ju Oh and Soon-Choul Kim (ETRI, Korea); Hyun-Jeong Yim (ETRI, Korea); JungHoon Kim (Marueng Company, Korea); YeonBae Kim (Pixtree Company, Korea)

Poster Session P-2-35 A Low-complexity Neural BP Decoder with Network PruningSeokju Han (KAIST, Korea); Jeongseok Ha (KAIST, Korea)

Poster Session P-2-36 Beam Tracking Algorithm for UAV Communications using Kalman FilterHa-Lim Song and Young-Chai Ko (Korea University, Korea); Jungil Cho (Hanwha Systems, Korea); Chanho Hwang (Agency for Defense Development, Korea)

Poster Session P-2-37 Interference-Aware Resource Allocation in Indoor User-Centric Ultra Dense NetworksSeungkwon Cho (ETRI, Korea); Seung-Eun Hong (ETRI, Korea)

Poster Session P-2-38 TAS Scheduling for Real-Time Forwarding of Emergency Event Traffic in TSNMoonbeom Kim, Junhong Min, Doyeon Hyeon and Jeongyeup Paek (Chung-Ang University, Korea)

Poster Session P-2-39 Analysis of Full Duplex Relay to Maximize Performance in Cellular NetworkJong Soo Baik (University of Ajou, Korea); Jae-Hyun Kim (Ajou University, South Korea, Korea)

Poster Session P-2-40 Location based Power Allocation to support QoS in Ultra Dense NetworkSung Hyun Oh and Jeong Gon Kim (Korea Polytechnic University, Korea)

Poster Session P-2-41 Collision Resolution Algorithm for Multi-user NOMA Random Access SystemsZhanyang Gao and Hu Jin (Hanyang University, Korea)

Poster Session P-2-42 An Organizational Structure for the Thing-User Community FormationSeong-Soon Joo, Woongshik You and Cheol Sig Pyo (ETRI, Korea); Hyun-Kook Kahng (Korea University, Korea)

Poster Session P-2-43 Resource Allocation in Cluster based Ultra Dense NetworkSeong Jung Kim and Jeong Gon Kim (Korea Polytechnic University, Korea)

Poster Session P-2-44 Merging strategy on Cluster-based MDS algorithm for Nodes localization in Wireless Sensor NetworksInsung Kang and Haewoon Nam (Hanyang University, Korea)

Poster Session P-2-45 The Performance Analysis of Multi-Hop Relay DTN Communication System in Interplanetary NetworkInkyu Kim (Korea Aerospace Research Institute, Korea)

Poster Session P-2-46 Link Connectivity in LEO Satellite Networks with Optical Inter-Satellite LinksYonghwa Lee,Jihwan P. Choi (DGIST, Korea)


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October 22nd (Thursday), 2020

[Session III-1] Artificial Intelligence and Machine Learning 2Oct. 22, 08:30~10:10

Chair: Dr. Ronnie O. Serfa Juan (Cheongju Univ., Korea)

Session III-1-1 Sound Event Detection in Cowshed using Synthetic Data and Convolutional Neural NetworkYagya Raj Pandeya (Jeonbuk National University, Jeonju, South Korea & Guru Technologies, Korea); Bhuwan Bhattarai (Jeonbuk National University, Korea); Joon Whoan Lee (Chonbuk National University, Korea)

Session III-1-2 Fault Diagnosis of Rotating Machine Using an Indirect Observer and Machine LearningShahnaz Tayebihaghighi and Insoo Koo (University of Ulsan, Korea)

Session III-1-3 Early Detection At-Risk Students using Machine LearningSiripen Pongpaichet, Sawarin Jankapor, Sarun Janchai and Todsaporn Tongsanit (Mahidol University, Thailand)

Session III-1-4 AMC-IoT: Automatic Modulation Classification Using Efficient Convolutional Neural Networks for Low Powered IoT DevicesMuhammad Usman and Jeong-A Lee (Chosun University, Korea)

Session III-1-5 Implementation of Generalized Regression Neural Network (GRNN) for Solar Panel Power EstimationRonnie O. Serfa Juan and Jeha Kim (Cheongju University, Korea)

Session III-1-6 Deep Learning for Constellation-based Modulation Classification under Multipath Fading ChannelsThien Huynh-The (Kumoh National Institute of Technology, Korea); Cam-Hao Hua (Kyung Hee University, Korea); Van-Sang Doan (Kumoh National Institute of Technology, Korea); Quoc-Viet Pham (Pusan National University, Korea); Nguyen Toan Van (Hongik University, Korea); Dong Seong Kim (Kumoh National Institute of Technology, Korea)

[Session III-2] 5G, 4G, WLAN 2Oct. 22, 08:30~10:10

Chair: Prof. Sang-Hyo Kim (Sungkyunkwan Univ., Korea)

Session III-2-1 A Comparison of Congestion Control Algorithms in Emulated Wi-Fi NetworksYuki Horie (Chiba University, Japan); Hien Do Thi Thu (University of Information Technology, VNU-HCM, Vietnam); Kien Nguyen and Hiroo Sekiya (Chiba University, Japan)

Session III-2-2 Continual 4G Cell Coverage for the Nodes during a Gateway Failure using BATMAN-AdvWilliam Crowe and Tae Oh (Rochester Institute of Technology, USA)

Session III-2-3 Proportional Fair Secondary Receiver Selection Algorithm for Full-duplex WLANJin-Ki Kim (Ajou University, Korea); Yoohwan Kim and Ju-Yeon Jo (University of Nevada, USA); Jae-Hyun Kim (Ajou University, Korea)

Session III-2-4 DNN-based Beam and Blockage Prediction in 3GPP InH ScenarioHuaping Liu (Oregon State University, USA); Sangmi Moon, Hyeonsung Kim and Intae Hwang (Chonnam National University, Korea)


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[Session III-3] Internet of Things 2Oct. 22, 08:30~10:10


Session III-3-1 A Target-Oriented Selection Strategy for Multiple-Packet Aggregation in Wireless Sensor NetworksMin Li, Can Xiong and Yang Xiao (Chongqing University of Posts and Telecommunications, China)

Session III-3-2 Three-dimensional Scanner for Multipath Fading MeasurementIssei Makino and Nobuhiko Miki (Kagawa University, Japan)

Session III-3-3 Improved Pseudo-Bayesian Access Class Barring for Bursty M2M CommunicationsYangqian Hu (Hanyang University, Korea); Jie Liu and Hu Jin (Hanyang University, Korea)

Session III-3-4 Seamless Biometric IoT Authentication with Machine Learning TechniquesRin Nadia (Sejong University, Korea); Bayu Adhi Tama (Institute for Basic Science (IBS), Korea); JaeSeung Song (Sejong University, Korea)

[TPC Special Session III-1] Special Session on Internet Infra System Technologies 1Oct. 22, 08:30~10:10

Chair: Prof. Jaehoon Jeong (Sungkyunkwan Univ., Korea)

TPC Special Session III-1-1 On Performance VNF Load Prediction Models in Service Function ChainingYunyoung Cho, Seokwon Jang and Sangheon Pack (Korea University, Korea)

TPC Special Session III-1-2 GAN and DRL Based Intent Translation and Deep Fake Configuration Generation for OptimizationTalha Ahmed Khan (Jeju National University, Korea); Khizar Abbas (Jeju National University, South Korea, Korea); Muhammad Afaq, Adeel Rafiq and Wang-Cheol Song (Jeju National University, Korea)

TPC Special Session III-1-3 NDN-based Emergency Communication over Edge Computing InfrastructureMinh-Ngoc Tran and Young Han Kim (Soongsil University, Korea)

TPC Special Session III-1-4 Dynamic Policy Management System for High Availability in a Multi-site CloudQuang Hiep Mai (Soongsil University, Korea); HyunSik Yang (Soongsil University & DCN lab, Korea); Young Han Kim (Soongsil University, Korea)

TPC Special Session III-1-5 IAAS: IoT-Based Automatic Attendance System with Photo Face Recognition in Smart CampusJaehoon Jeong, Minho Kim, Yeonghyeon Lee and Patrick Lingga (Sungkyunkwan University, Korea)

[TPC Special Session III-2] Special Session on Mission-Aware Networking (IMN) 1Oct. 22, 08:30~10:10

Chair: Prof. Byeong-hee Roh (Ajou Univ., Korea)

TPC Special Session III-2-1 Linear Approximation-Based Weighted Frequency Hopping Scheme for Sharing Radar BandSunju Choi, Hoki Baek and Jae Sung Lim (Ajou University, Korea)


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TPC Special Session III-2-2 Delay-aware TDMA Scheduling with Deep Reinforcement Learning in Tactical MANETGwangjin Wi and Sunghwa Son (Daegu Gyeongbuk Institute of Science & Technology, Korea); Kyung-Joon Park (DGIST, Korea)

TPC Special Session III-2-3 On Performance of Distributed Mobility Management in Tactical NetworksHongrok Choi, Sangwon Seo, Daeyoung Jung and Sangheon Pack (Korea University, Korea)

TPC Special Session III-2-4 A Novel DTN Protocol for Group MobilityMin Wook Kang and Yun Won Chung (Soongsil University, Korea)

[Workshop III-1] Joint International Workshop on Artificial Intelligence Research (IWAIR)Oct. 22, 08:30~10:10

Chair: Prof. Jae-Ho Han (Korea Univ., Korea)

Workshop III-1-1 A Comparison of Oversampling Methods for Constructing a Prognostic Model in the Patient with Heart FailureYoung-Tak Kim, Dong-Kyu Kim, Hakseung Kim and Dong-Joo Kim (Korea University, Korea)

Workshop III-1-2 Inter-Image Affinity based Interactive Video Object SegmentationYuk Heo (Korea University, Korea); Yeong Koh (Chungnam National University, Korea); Chang-Su Kim (Korea University, Korea)

Workshop III-1-3 Transfer Learning using Transformation: Is Large Unlabeled Data Helpful at Segmentation?Heejeong Lim, Seongwook Yoon and Sanghoon Sull (Korea University, Korea)

Workshop III-1-4 Score Prediction Network and Graph-based Selection for Semantic Line DetectionDongkwon Jin and Chang-Su Kim (Korea University, Korea)

Workshop III-1-5 An Ensemble Deep Learning Approach for Sleep Stage Classification via Single-channel EEG and EOGIn-Nea Wang, Choel-Hui Lee, Hyun-Ji Kim, Hakseung Kim and Dong-Joo Kim (Korea University, Korea)

Workshop III-1-6 Resampling Strategy for Mitigating Unfairness in Face Attribute ClassificationDohyung Kim, Sungho Park, Sunhee Hwang, Minsong Ki, Seogkyu Jeon and Hyeran Byun (Yonsei University, Korea)

[Workshop III-2] Joint International Workshop on Military Informatics 1 (IoT for Military and Logistics)Oct. 22, 08:30~10:10

Chair: Prof. Dong Seong Kim (Kumoh National Institute of Technology, Korea)

Workshop III-2-1 3GPP Release-16 for Industrial Internet of Things and Mission Critical CommunicationsCosmas Ifeanyi Nwakanma (Kumoh National Institute of Technology, Korea)

Workshop III-2-2 MR-Block: A Blockchain-Assisted Secure Content Sharing Scheme for Multi-User Mixed-Reality Applications in Internet of Military ThingsAnik Islam (Kumoh National Institute of Technology, Korea)

Workshop III-2-3 Blockchain-Assisted UAV-Employed Casualty Detection Scheme in Search and Rescue Mission in the Internet of Battlefield ThingsMd Masuduzzaman (Kumoh National Institute of Technology, Korea)


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Workshop III-2-4 Machine Learning Algorithm for Intelligent Prediction for Military Logistics and PlanningSimeon Ajakwe (Kumoh National Institute of Technology, Korea)

Workshop III-2-5 Decentralized Latency-Aware Edge Node Grouping With Fault Tolerance for Internet of Battlefield ThingsMd. Sajjad Hossain (Kumoh National University of Technology, Korea)

Workshop III-2-6 Wideband spectrum sensing using low-power IoT deviceHyeongyun Kim (Hanyang, Korea); Junil Ahn (Agency for Defense Development, Korea); Haewoon Nam (Hanyang University, Korea)

[Poster Session P-3] Artificial Intelligence and Machine LearningOct. 22, 08:30~10:10

Chair: Prof. Haewoon Nam (Hanyang Univ., Korea)

Poster Session P-3-1 Towards Understanding Architectural Effects on Knowledge DistillationIk hee Shin (University of Science and Technolgy, Korea); Yong-Hyuk Moon (ETRI , Korea); Yong-Ju Lee (ETRI, Korea)

Poster Session P-3-2 Acoustic Feature based Abnormal Diagnosis Techniques with Capsule NetworksNacwoo Kim, HyunYong Lee, SangJun Park, Jungi Lee and Byung Tak Lee (ETRI, Korea)

Poster Session P-3-3 Image coding based on Selective Super-Resolution NetworkYounhee Kim (ETRI, Korea)

Poster Session P-3-4 A Comparative Study on the Maritime Object Detection Performance of Deep Learning ModelsSungWon Moon (ETRI, Korea); Jiwon Lee (ETRI, Korea); Jung Soo Lee, Do-Won Nam and Wonyoung Yoo (ETRI, Korea)

Poster Session P-3-5 Learning a Video-Text Joint Embedding using Korean Tagged Movie ClipsGyeong-June Hahm, Chang-Uk Kwak and Sunjoong Kim (ETRI, Korea)

Poster Session P-3-6 A Study on Sports Player Tracking based on Video using Deep LearningJung Soo Lee, SungWon Moon and Do-Won Nam (ETRI, Korea); Jiwon Lee (ETRI, Korea); Ah Reum Oh (ETRI, Korea); Wonyoung Yoo (ETRI, Korea)

Poster Session P-3-7 A method for optimizing deep learning object detection in edge computingRyangsoo Kim, Geun-Yong Kim, Heedo Kim, Giha Yoon and Hark Yoo (ETRI, Korea)

Poster Session P-3-8 Explanation for building energy predictionMarie Kim (ETRI, Korea)

Poster Session P-3-9 Filter Combination Learning for Convolutional Neural NetworkJaemin Jeong (Hallym University, Korea); DongYoung Kim (Hallym Univ, Korea); Yunhee Woo (Hallym University, Korea); Jeong-Gun Lee (Hallym University, Korea)

Poster Session P-3-10 Map aerial photography Inpainting for missing error Using AutoEncoderHeyonJoong Wi, JoonGyu Maeng and Dong Hun Yang (University of Science and Technology, Korea); Insung Jang and Seung-Ik Lee (ETRI, Korea); Sang Gi Hong (ETRI, Korea)

Poster Session P-3-11 Deep learning-based method for detecting anomalies of operating equipment dynamically in livestock farmsHyeon Park and Daeheon Park (ETRI, Korea); Se-han Kim (ETRI, Korea)

Poster Session P-3-12 An Implementation of NNEF-Darknet Neural Network Model ConverterKyungHee Lee (ETRI, Korea)


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Poster Session P-3-13 Train Throughput Analysis of Distributed Reinforcement LearningSooYoung Jang and Noh-sam Park (ETRI, Korea)

Poster Session P-3-14 The present and future of continual learningHeechul Bae, Soonyong Song and Jun Hee Park (ETRI, Korea)

Poster Session P-3-15 Pig Datasets of Livestock for Deep Learning to detect Posture using Surveillance CameraYoujin Kim (ETRI, Korea)

Poster Session P-3-16 Magnifier Network for Ceramic Z-directional Height Estimation with a Single ImageHye-Jin Kim (ETRI, Korea); Yoonsoo Han (KICET, Korea); Su-young Chi (ETRI, Korea)

Poster Session P-3-17 Development of Local Air Pollution Observation Technology Based on Artificial Intelligent Image AnalysisHong Ki Sung (Korea Institute of Civil Engineering and Building Technology, Korea); Kyu soo Chong (KICT, Korea)

Poster Session P-3-18 Evaluation of Different Machine Learning Models for Photoplethysmogram Signal Artifact DetectionTasbiraha Athaya and Sunwoong Choi (Kookmin University, Korea)

Poster Session P-3-19 Generative Adversarial Network for Robust Regression using Continuous DatasetYu-Lim Min (University of Science and Technology & ETRI, Korea); Seung-Jin Hong (University of Science and Technology, Korea); Hye-Jin Kim (ETRI, Korea); Seung-Ik Lee (ETRI, Korea)

Poster Session P-3-20 Limit Action Space to Enhance Drone Control with Deep Reinforcement LearningSooYoung Jang and Noh-sam Park (ETRI, Korea)

Poster Session P-3-21 Guidelines for Evaluation of Visual Narrative Technology Based on Image ObjectsWeon-Geun OH and Jong Gook Ko (ETRI, Korea)

Poster Session P-3-22 Where to Cut and Paste: Data Regularization with Selective FeaturesJiyeon Kim (University of Science and Technology, Korea); Ik hee Shin (University of Science and Technolgy, Korea); Jong-Ryul Lee and Yong-Ju Lee (ETRI, Korea)

Poster Session P-3-23 Power Quality Problem Classification Methods Based on Active Transfer LearningSeungmin Oh (ETRI, Korea); Seok-Kap Ko (ETRI, Korea); Eden Kim (ETRI, Korea); Byung Tak Lee (ETRI, Korea)

Poster Session P-3-24 How to Aggregate Acoustic Delta Features for Deep Speaker EmbeddingsYoungsam Kim and Jong-Hyuk Roh (ETRI, Korea); Kwantae Cho (ETRI, Korea); Sang Rae Cho (ETRI, Korea)

Poster Session P-3-25 Forecasting Time_Series Trends by Merging Structured and Unstructured DatasetsJi Sang Park (ETRI, Korea); Hyeon Sung Cho (ETRI, Korea); Ji Sung Lee and Chung Kyo-il (ETRI, Korea); Jeong Min Kim and Dong Jin Kim (Thinkpool Inc., Korea)

Poster Session P-3-26 A Light-weight stereo matching network for an embedded vision systemJo-In Kang (Kwangwoon University, Korea); Seong-Won Lee (Kwangwoon University, USA)

Poster Session P-3-27 Multi-Scale Multi-Band Dilated DenseLSTM for Robust Recognition of Speech with Background MusicWoon-Haeng Heo (Chungbuk National University, Korea); Hyemi Kim (ETRI, Korea); Oh-Wook Kwon (Chungbuk National University, Korea)

Poster Session P-3-28 Deep learning method to remove chemical, kinetic and electric artifacts on ISEsByunghyun Ban (Imagination Garden Inc., Korea)


ICT CONVERGENCE

52


Poster Session P-3-29 Phoneme Set Extension Based on Jensen-Shannon Divergence for Broadcast News TranscriptionJeong-Uk Bang (Chungbuk National University, Korea); Sanghun Kim (ETRI, Korea); Oh-Wook Kwon (Chungbuk National University, Korea)

Poster Session P-3-30 Champion Recommendation System of League of LegendsSeung-Jin Hong (University of Science and Technology, Korea); Sang-Kwang Lee and Seong-Il Yang (ETRI, Korea)

Poster Session P-3-31 Blockchain based Data Marketplace SystemHyunKyung Yoo (ETRI, Korea); Namseok Ko (ETRI, Korea)

Poster Session P-3-32 Machine Learning-based Analysis of correlation between Energy Consumption data of the Company and its SalesJungi Lee, Nacwoo Kim, HyunYong Lee, SangJun Park and Byung Tak Lee (ETRI, Korea)

Poster Session P-3-33 Predicting Game Outcome in Multiplayer Online Battle Arena GamesSang-Kwang Lee (ETRI, Korea); Seung-Jin Hong (University of Science and Technology, Korea); Seong-Il Yang (ETRI, Korea)

Poster Session P-3-34 Construction of a machine learning dataset for multiple AI tasks using Korean commercial multimodal video clipsSaim Shin (KETI, Korea); Hyedong Jung, Jin Yea Jang, Minyoung Jung, Jieun Kim and Yoonyoung Jeong (KETI, Korea)

Poster Session P-3-35 GAN-based Augmentation for Populating Speech Dataset with High Fidelity Synthesized AudioMoon-Ki Back and Seung-Won Yoon (Chungnam National University, Korea); Kyu-Chul Lee (Changnam National University, Korea)

Poster Session P-3-36 Feature Selection for Stock forecasting using Multivariate Convolution Neural NetworkJi Sung Lee (ETRI, Korea); Hyeon Sung Cho (ETRI, Korea); Chung Kyo-il (ETRI, Korea); Ji Sang Park (ETRI, Korea)

Poster Session P-3-37 Pornographic Video Detection with Convolutional Two-Stream Network FusionWonjae Lee and Junghak Kim (ETRI, Korea); Nam Kyung Lee (ETRI, Korea)

Poster Session P-3-38 Knowledge Distillation based Compact Model Learning Method for Object DetectionJong Gook Ko and Wonyoung Yoo (ETRI, Korea)

Poster Session P-3-39 Robotic Behavioral Cloning Through Task BuildingJinchul Choi (ETRI, Korea); Hyunseok Kim and Young-Sung Son (ETRI, Korea); Chan-Won Park (ETRI, Korea); Jun Hee Park (ETRI, Korea)

Poster Session P-3-40 Network Intrusion Detection System using Feature Extraction based on Deep Sparse AutoencoderJoohwa Lee (University of Keimyung, Korea); JuGeon Pak (Keimyung University Korea, Korea); Myungsuk Lee (KMU, Korea)

Poster Session P-3-41 Zero-Keep Filter Pruning for Energy Efficient Deep Neural NetworkYunhee Woo (Hallym University, Korea); DongYoung Kim (Hallym Univ, Korea); Jaemin Jeong, Young Woong Ko and Jeong-Gun Lee (Hallym University, Korea)

Poster Session P-3-42 An Application of LSTM Recurrent Networks to Expanding of Search Tree Nodes in Symbolic PlanningJoonmyun Cho, Young-Sung Son and Jun Hee Park (ETRI, Korea); Chan-Won Park (ETRI, Korea)

Poster Session P-3-43 Predictive Maintenance of Aircraft Engine using Deep Learning TechniqueAde Pitra Hermawan, Dong Seong Kim and Jae Min Lee (Kumoh National Institute of Technology, Korea)

Poster Session P-3-44 Generative Adversarial Network for Identifying Authors of Traced ImagesSoonchul Jung (ETRI, Korea); Jae Woo Kim (ETRI, Korea); Yoon-Seok Choi (ETRI, Korea); Hyeongju Jeon and Jin-Seo Kim (ETRI, Korea)


ICT CONVERGENCE

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Poster Session P-3-45 Robust Keypoint Normalization Method for Korean Sign Language Translation using TransformerSan Kim, Chang Jo Kim, Han-Mu Park, Yoonyoung Jeong, Jin Yea Jang and Hyedong Jung (KETI, Korea)

Poster Session P-3-46 A Multi-Scaled Method for Parallel Bayesian Optimization in Deep Predictive AnalyticsYong-Hyuk Moon (ETRI, Korea); Yong-Ju Lee (ETRI, Korea)

Poster Session P-3-47 Consumer-Oriented Multi-Party Matching Recommendation System Based Deep LearningWoo Seok Seo (WooKyoung InformationTechnology, Korea); Jae Hyun Jun and Dae Soo Kim (WooKyoung Information Technology, Korea); Jong Il Kim and Tae Jin Bae (WooKyoung Information Technology, Korea)

Poster Session P-3-48 Object Detection in Artworks Using Data AugmentationHyeongju Jeon (ETRI, Korea); Soonchul Jung and Yoon-Seok Choi (ETRI, Korea); Jae Woo Kim and Jin-Seo Kim (ETRI, Korea)

Poster Session P-3-49 Mobile Convolutional Neural Networks for Facial Expression RecognitionChangrak Yoon (ETRI, Korea); Do Hyun Kim (ETRI, Korea)

Poster Session P-3-50 Double Deep Q-Learning Based Channel Estimation for Industrial Wireless NetworksSanjay Bhardwaj, Jae Min Lee and Dong Seong Kim (Kumoh National Institute of Technology, Korea)

Poster Session P-3-51 Location tracking technique for Regional ENF Classification Using ARIMASeohyun Kim (Graduate School Of Korea University, Korea); Ji Won Yoon (Korea University, Korea)

Poster Session P-3-52 Investigating Network Intrusion Detection Datasets Using Machine LearningGabriel Amaizu, Cosmas Ifeanyi Nwakanma, Jae Min Lee and Dong Seong Kim (Kumoh National Institute of Technology, Korea)

Poster Session P-3-53 Renewable energy house complex for sharing surplus powerTai Yeon Ku and Wan-Ki Park (ETRI, Korea), Hoon Choi (Chungnam National University(Korea)

Poster Session P-3-54 Design of a Convolutional Neural Network for Speech Emotion RecognitionKyong Hee Lee and Do Hyun Kim (ETRI, Korea)

Poster Session P-3-55 A Performance Comparison among Different Amounts of Context on Deep Learning Based Intent Classification ModelsMinyoung Jung, Jieun Kim, Jin Yea Jang and Hyedong Jung (KETI, Korea); Saim Shin (KETI, Korea)

Poster Session P-3-56 Optic Disk Detection in Fundus Photo using Deep LearningJaehan Joo, Guohua Zhu and Suk Chan Kim (Pusan National University, Korea)

Poster Session P-3-57 On the Performance of Deep Learning Models: A Case Study with COVID-19 DataSeunghoon Park and Soohyun Park (Korea University, Korea); Jacob C. Lee (Dongguk University, Korea); Joongheon Kim (Korea University, Korea)

Poster Session P-3-58 SAE-CCNN: An Improved Deep Learning Based Indoor Localization with Boundary ConstraintsYongjeong Oh, Hea-Min Noh and Wonjae Shin (Pusan National University)

[Session IV-1] Information & Communication Theory 2Oct. 22, 10:30~12:10


Session IV-1-1 Outage Probability over Nakagami − m Fading Channel in the Random Direction Mobile ModelJie Yao, Chunxiao Li, Shixiao Du and Wen Wu (Yangzhou University, China); Rui Gao (School of Information Engineering, Yangzhou University, China)


ICT CONVERGENCE

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Session IV-1-2 Reinforcement Learning based Real Time Aerial BS Positioning for Dense Urban 5G Mobile NetworkDokyun Ryoo and Seungwoo Baek (Seoul National University, Korea); Yonghun Lee (University of Washington, USA); Seongjoon Kang (New York University Tandon School of Engineering, USA); Byungjun Kim (University of California, San Diego, USA); Saewoong Bahk (Seoul National University, Korea)

Session IV-1-3 Performance Evaluation of Channel Bonding in Dense ScenarioJinmyeong Lee and Kanghyun Lee (Seoul National University, Korea); Yonghun Lee (University of Washington, USA); Seongjoon Kang (New York University Tandon School of Engineering, USA); Byungjun Kim (University of California, San Diego, USA); Saewoong Bahk (Seoul National University, Korea)

Session IV-1-4 Performance of OVS-DPDK in Container NetworksQuang Huy Nguyen (Soongsil University, Korea); Young Han Kim (Soongsil University, Korea)

Session IV-1-5 Construction of Selection-Scheduling of Accessing Node for high efficiency information Exchanging in Overloaded Wireless MIMO SwitchingArata Takahashi, Osamu Takyu and Hiroshi Fujiwara (Shinshu University, Japan)

[Workshop IV-1] The 3rd Workshop on Advances in Convergence of ICT and Brain Science for better health (ACIBS)Oct. 22, 10:30~12:10

Chair: Prof. Seokhwan Kang (Gachon Univ., Korea)

Workshop IV-1-1 Principles of Neural Network Approaches to Solving Singularly Perturbed ProblemsAssiya Zhumanazarova (Gachon University, Korea)

Workshop IV-1-2 Low channel electroencephalogram based deep learning method to pre-screening depressionMin Kang, Jinhyeok Park, Seokhwan Kang and Youngho Lee (Gachon University, Korea)

Workshop IV-1-3 Implementation of interactive healthcare advisor model using chatbot and visualizationTaeho Hwang and JuHui Lee (Gachon University, Korea); Semin Hyun (University of Gachon, Korea); KangYoon Lee (Gachon University, Korea)

Workshop IV-1-4 Classification of Diagnosis of Alzheimer's Disease Based on Convolutional Layers of VGG16 Model using Speech DataMinwoo Kim (Gachon University, Korea); Hyungjun Kim (Gachon University & Ideabeans Inc., Korea); JoonS Lim (Gachon University, Korea)

Workshop IV-1-5 Feature Extraction Model Based on Inception V3 to Distinguish Normal Heart Sound from Systolic MurmurJinHee Bae, Minwoo Kim and JoonS Lim (Gachon University, Korea)

Workshop IV-1-6 Impact of Text Distance and Size in AR on User Experience: Focusing on the Implement of Experimental ApplicationsGi Sung Oh and Seok Hee Oh (Gachon University, Korea)

Workshop IV-1-7 Serious Virtual Reality Game for Isometric Eye Training of Strabismic PatientsJe Hyun Kim and Seok Hee Oh (Gachon University, Korea)

Workshop IV-1-8 Correlation between the immersion and presence focused on virtual reality contentsWon Jun Jeong and Seok Hee Oh (Gachon University, Korea)


ICT CONVERGENCE

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[Session IV-2] Applications for ICT Convergence 1Oct. 22, 10:30~12:10

Chair: Prof. Dong Seog Han (Kyungpook National Univ., Korea)

Session IV-2-1 An Accurate Indoor User Position Estimator For Multiple Anchor UWB LocalizationAlwin Poulose (Kyungpook National University, Korea); Žiga Emeršič (University of Ljubljana & Faculty of Computer and Information Science, Slovenia); Odongo Steven Eyobu (Makerere University, Uganda); Dong Seog Han (Kyungpook National University, Korea)

Session IV-2-2 Architecture of E-Procurement System for Police DepartmentP. Jadhav, Pr. Jadhav, S. Mhantati and K. Papat (Cummins College of Engineering, India); Sneha Kiran Thombre (IIT Guwahati & Cummins College of Engineering for Women, India)

Session IV-2-3 Convolutional Neural Network-based UWB System LocalizationDoan Tan Anh Nguyen, Han-Gyeol Lee and Jingon Joung (Chung-Ang University, Korea); Eui-Rim Jeong (Hanbat National University, Korea)

Session IV-2-4 Deep Learning-based Indoor Positioning System Using Multiple FingerprintsZhongfeng Zhang and Minjae Lee (Hanyang University, Korea, Korea); SeungWon Choi (Hanyang University, Korea)

[TPC Special Session IV-1] Special Session on Internet Infra System Technologies 2Oct. 22, 10:30~12:10

Chair: Prof. Yun Won Chung (Soongsil Univ., Korea)

TPC Special Session IV-1-1 MAST: Myo Armband Sign-Language Translator for Human Hand Activity ClassificationZuhaib Muhammad Shakeel, Soonhyuk So, Patrick Lingga and Jaehoon Jeong (Sungkyunkwan University, Korea)

TPC Special Session IV-1-2 Service Function Chaining and Traffic Steering in SDN using Graph Neural NetworkAdeel Rafiq, Talha Ahmed Khan, Muhammad Afaq and Wang-Cheol Song (Jeju National University, Korea)

TPC Special Session IV-1-3 An Extended Agent-Based Mechanism For Testing Service Function ChainCuong Le and Myungsik Yoo (Soongsil University, Korea)

TPC Special Session IV-1-4 A Web Application Load Prediction Model Using Recurrent Neural Network in CloudMinh Nhat and Myungsik Yoo (Soongsil University, Korea)

[TPC Special Session IV-2] Special Session on Mission-Aware Networking (IMN) 2Oct. 22, 10:30~12:10

Chair: Prof. Byeong-hee Roh (Ajou Univ., Korea)

TPC Special Session IV-2-1 A Machine Learning Framework for Prevention of Software-Defined Networking controller from DDoS Attacks and dimensionality reduction of big dataJehad Ali and Byeong-hee Roh (Ajou University, Korea); Byungkyu Lee (LIG Nex1 Co. Ltd. Seongnam, Korea); Ji Myung Oh (LIG Nex1, Korea); Muhammad Adil (Virtual University, Pakistan)


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TPC Special Session IV-2-2 LISP-based Hierarchical Service Mobility Management for the Tactical EdgeKyoungjae Sun (Soongsil University & School of Electronic Engineering, Korea); Young Han Kim (Soongsil University, Korea)

TPC Special Session IV-2-3 Integrate multi-agent simulation environment and multi-agent reinforcement learning (MARL) for real-world scenarioSangho Yeo, Seungjun Lee, Boreum Choi and Sangyoon Oh (Ajou University, Korea)

TPC Special Session IV-2-4 A Comparative Analysis of Searchable Encryption Schemes using SGXHyundo Yoon and Junbeom Hur (Korea University, Korea)

[TPC Special Session IV-3] Special Session on THz and Optical Wierless CommunicationsOct. 22, 10:30~12:10

Chair: Prof. Namyoon Lee (POSTECH, Korea)

TPC Special Session IV-3-1 THz Wireless Systems Design for Personal Area Networks ApplicationsInkyu Lee (Korea University, Korea)

TPC Special Session IV-3-2 Cells on Network Flying Platforms: Optimal Resource Allocation and Deployment for Sensor NetworkJu-Hyung Lee and Young-Chai Ko (Korea University, Korea)

TPC Special Session IV-3-3 Capacity-Achieving Precoding with Low-Complexity for Terahertz LOS Massive MIMO using Uniform Planar ArraysHwanjoon Cho, Chanho Park and Namyoon Lee (POSTECH, Korea)

[Workshop IV-2] Joint International Workshop on Military Informatics 2 (Emerging Technology in Military)Oct. 22, 10:30~12:10

Chair: Prof. Haewoon Nam (Hanyang Univ., Korea)

Workshop IV-2-1 A Study on the Identification of Warship Type Class by Measuring Similarity with Virtual WarshipJiwon Lee (ETRI, Korea); SungWon Moon, Do-Won Nam and Jung Soo Lee (ETRI, Korea); Ah Reum Oh (ETRI, South Korea, Korea); Wonyoung Yoo (ETRI, Korea)

Workshop IV-2-2 Sub-munition Dispersion Estimation using Doppler Signal DispersionChungho Ryu (Yonsei University, Korea); Kuk-Kwon Park (Inha University, Korea); Dongju Lee (Agency for Defense Development, Korea); Chang-Kyung Ryoo (Inha University, Korea); Chungyong Lee (Yonsei University, Korea)

Workshop IV-2-3 Flying Drone Classification based on Visualization of Acoustic Signals with Deep Neural NetworksSoonyong Song and Young-Sung Son (ETRI, Korea); Young-il Kim (Electronics and Telecommunications Research Institute, Korea)

Workshop IV-2-4 The analysis of image acquisition method for Anti-UAV surveillance using cameras imageYoung-il Kim and Kunmin Yeo (ETRI, Korea); Seong Hee Park (ETRI, Korea); Wun-cheol Jeong (ETRI & University of Science Technology, Korea); Soonyong Song and Tae-Wook Heo (ETRI, Korea)

Workshop IV-2-5 RF-Based UAV Surveillance System: A Sequential Convolution Neural Networks Approach


ICT CONVERGENCE

57


Rubina Akter (Kumoh National Institute of Technology & Networked Systems Laboratory, Korea); Van-Sang Doan, Godwin Brown Tunze, Jae Min Lee and Dong Seong Kim (Kumoh National Institute of Technology, Korea)

Workshop IV-2-6 Anti-Drone System: A Visual-based Drone Detection using Neural NetworksAnn Janeth Garcia, Jae Min Lee and Dong Seong Kim (Kumoh National Institute of Technology, Korea)

[Poster Session P-4] Signal ProcessingOct. 22, 10:30~12:10

Chair: Prof. Sang-Hyo Kim (Sungkyunkwan Univ., Korea)

Poster Session P-4-1 Kalman Filter-based Adaptive Forecasting of PV Power OutputHyunYong Lee, Nacwoo Kim, Jungi Lee and Byung Tak Lee (ETRI, Korea)

Poster Session P-4-2 A Study on Distance Measure for Effective Anomaly Detection using AutoEncoderHyunYong Lee, Nacwoo Kim, Jungi Lee and Byung Tak Lee (ETRI, Korea)

Poster Session P-4-3 Punch Analysis with FFT and LSTM of Accelerometer and Gyroscope DataHyunho Park and Eunjung Kwon (ETRI, Korea); Sungwon Byon (ETRI, Korea); Won-Jae Shin (ETRI, Korea); Eui-Suk Jung (ETRI, Korea); Yong-Tae Lee (ETRI, Korea)

Poster Session P-4-4 Gen-Z Memory Pool System ArchitectureWonok Kwon (ETRI, Korea)

Poster Session P-4-5 Vehicle Synchronization Signal for NR-based C-V2X SystemsYeong Jun Kim (LG Electronics, Korea); Jimin Lee and Yong Soo Cho (Chung-Ang University, Korea)

Poster Session P-4-6 Single Group Multicast Beamformer Design Using Active ConstraintsKyungrak Son (KAIST, Korea); Wan Choi (Seoul National University, Korea)

Poster Session P-4-7 Intelligent Error Recovery Flow Prediction for Low Latency NAND Flash Memory SystemBogyeong Kang (KAIST, Korea); Jeongju Jee and Hyuncheol Park (KAIST, Korea)

Poster Session P-4-8 Deep Transfer Learning-Based Adaptive Beamforming for Realistic Communication ChannelsHyewon Yang and Jeongju Jee (KAIST, Korea); Girim Kwon (KAIST, Korea); Hyuncheol Park (KAIST, Korea)

Poster Session P-4-9 Azalea unikernel IO offload accelerationYeonjeong Jeong (ETRI, Korea); Jinmee Kim and Seung Hyub Jeon (ETRI, Korea); Seung-Jun Cha, Yongseob Lee, Youngjoo Woo and Sungin Jung (ETRI, Korea)

Poster Session P-4-10 Accurate Occupancy Detection via Label Noise Filtering TechniqueYoung Min Kim (ETRI, Korea)

Poster Session P-4-11 Azimuth Angle Resolution Improvement Technique with Neural NetworkHyungju Kim (ETRI, Korea); Sungjin You and Byung Jang Jeong (ETRI, Korea); Woo Jin Byun (ETRI, Korea)

Poster Session P-4-12 Performance Analysis and Disaster Signal Detection Method based on Deep Learning using SDR PlatformJinhyuk Song (ETRI, Korea); Sang-Jung Ra (ETRI, Korea); Byungjun Bae (ETRI, Korea)

Poster Session P-4-13 Performance comparison of DTX detection schemes for 5G NR PUCCHYoung-Hoon Kim (ETRI, Korea); Hyungsik Ju (ETRI, Korea); Chan-Bok Jeong (ETRI & Chungbuk National University, Korea); Moon-Sik Lee (ETRI & Stanford University, Korea)


ICT CONVERGENCE

58


Poster Session P-4-14 2D Reprojection of Plenoptic 3D Voxel Data Using Gaussian Intensity SpreadingSeong-Jun Bae, Soowoong Kim, Hahyun Lee, Jinho Lee and Sung-Chang Lim (ETRI, Korea); Gun Bang (ETRI & Korea University, Korea); Jungwon Kang (ETRI, Korea)

Poster Session P-4-15 A Study on VCM Anchor Generation for Object SegmentationGi-Mun Um (ETRI, Korea); Sangwoon Kwak and Joungil Yun (ETRI, Korea); Won-Sik Cheong (ETRI, Korea); Jeongil Seo (ETRI, Korea)

Poster Session P-4-16 Sensor Fusion-based Cooperative Human Detection Scheme using MAVs in Indoor EnvironmentMyung-Eun Kim (ETRI, Korea); HyoChan Bang and Sangyeon Lee (ETRI, Korea); Ji Hun Jeon (ETRI, Korea)

Poster Session P-4-17 A Modified Min Sum Decoding Algorithm based on Approximation Enhancement for LDPC CodesNam-il Kim, Seung-Que Lee and Jin-Up Kim (ETRI, Korea)

Poster Session P-4-18 Blind Detection of Interleaving Parameter Using Hamming Weight of Combined DataSeongjin Ahn, Mingyu Jang and Dongyeong Kim (Hanyang University, Korea); Yeonsoo Jang (Agency for Defense Development); Dongweon Yoon (Hanyang University, Korea)

Poster Session P-4-19 Blind Estimation of Interleaving Parameter Using Soft MetricMingyu Jang, Yoonji Kim and Geunbae Kim (Hanyang University, Korea); Cheol-sun Park (Agency for Defense Development, Korea); Dongweon Yoon (Hanyang University, Korea)

Poster Session P-4-20 Performance Improvement of Video Classification using Generated Labeled DataAlex Lee, Jeong-Woo Son and Sunjoong Kim (ETRI, Korea)

Poster Session P-4-21 Two Stages Method for IQ Imbalance Compensation in Multi-FA OFDM SystemYoung-jin Moon (ETRI, Korea)

Poster Session P-4-22 Image re-sampling from a perspective of wave field propagationTaeone Kim (ETRI, Korea); Jinwoong Kim and Joong-Ki Park (ETRI, Korea)

Poster Session P-4-23 Adaptive Queue Management in Embedded Edge Devices for Object Detection with Low LatencyYousung Yang, Jingyeom Kim and Lee JooHyung (Gachon University, Korea); Seongsoo Lee (ECELL Inc., Korea); Sungback Hong (ETRI, Korea); S H Shah Newaz (Universiti Teknologi Brunei, Brunei Darussalam)

Poster Session P-4-24 Implementation of ATSC 3.0 Service HandoffBong Ho Lee (ETRI, Korea); Yang KyuTae (ETRI, Korea); Sang-Jung Ra (ETRI, Korea); Byungjun Bae (ETRI, Korea)

Poster Session P-4-25 Performance comparison of equalization schemes for OTFS over time-varying multipath channelsWooram Shin (ETRI & KAIST, Korea); Kyeongpyo Kim and Young-Jo Ko (ETRI, Korea)

Poster Session P-4-26 Persistent Memory Needs Lifetime Extension TechniquesYoungjoo Woo (ETRI, Korea); Taesoo Kim (Georgia Tech, USA); Sung-In Jung (ETRI, Korea)

Poster Session P-4-27 Power Control Algorithm for Throughput Enhancement in Full-Duplex CommunicationsWon-Jae Lee (Ajou, Korea); Jae-Hyun Kim (Ajou University, South Korea, Korea)

Poster Session P-4-28 An Anomaly Detection Scheme based on LSTM Autoencoder for Energy ManagementHong-Soon Nam and Youn-Kwae Jeong (ETRI, Korea); Jongwon Park (Chungnam National University, Korea)

Poster Session P-4-29 Design of an efficient image protection method based on QR codeYoung Sae Kim (ETRI, Korea); Jin-Hee Han (ETRI, Korea); Geon Woo Kim (ETRI, Korea)


ICT CONVERGENCE

59


Poster Session P-4-30 Q-Learning-Based Low Complexity Beam Tracking for mmWave Beamforming SystemSeonyong Kim and Girim Kwon (KAIST, Korea); Hyuncheol Park (KAIST, Korea)

Poster Session P-4-31 Analysis of Bit-Flipping Algorithm of Irregular Low-Density Parity-Check CodesMyungin Kim (KAIST, Korea); Jeongseok Ha (KAIST, Korea)

Poster Session P-4-32 A simple construction for QC-LDPC codes of short lengths with girth at least 8Inseon Kim and Hong-Yeop Song (Yonsei University, Korea)

Poster Session P-4-33 Assessing Stable Production of a Photovoltaic System by using a Remote Monitoring SystemJihyun Lee (ETRI, Korea)

Poster Session P-4-34 Simple Link-layer Diversity Combining using Majority Voting in Dense WLANsJaehyoung Park (GIST, Korea); Yonggang Kim (GIST, Korea); Gyungmin Kim (GIST, Korea); Hyuk Lim (GIST, Korea)

Poster Session P-4-35 Real-Time Forensic Marking Method based on Tiles Parallel ProcessingChangSeob Yun and Jae Hyun Jun (WooKyoung Information Technology, Korea); Sungho Kim (Kyungpook National University, Korea); Dae Soo Kim (WooKyoung Information Technology, Korea)

Poster Session P-4-36 Real Space 3D Mesh Transformation Preprocessing System for AR ServicesYoung-Suk Yoon and Sangheon Park (ETRI, Korea); Sangwon Hwang and Sangyoun Lee (Yonsei University, Korea); Hyunwoo Cho, Chanho Park and Sung-Uk Jung (ETRI, Korea)

Poster Session P-4-37 Early Termination Method for LDPC Codes Based on Majority-Voted CodewordCho Eunyoung, Hyunjae Lee and Hyosang Ju (Sungkyunkwan University, Korea); Chanho Yoon (ETRI, Korea); Young-Jo Ko (ETRI, Korea); Sang-Hyo Kim (Sungkyunkwan University, Korea)

Poster Session P-4-38 Audio Watermarking System Robust to Offset Distortion in Acoustic Channel TransmissionSeungkwon Beack (ETRI, Korea); Taejin Lee (ETRI, Korea)

Poster Session P-4-39 A Novel Frequency Domain Preamble Detection for OFDM based WLAN SystemsEun Sook Jin (ETRI & KAIST, Korea); Hyuncheol Park (KAIST, Korea)

Poster Session P-4-40 Multiuser 1-Bit Precoding for Downlink MISO Systems with QAM constellationsSungyeal Park and SongNam Hong (Ajou University, Korea)

Poster Session P-4-41 Beamforming design for Full-Duplex DF Relaying NetworksJi-Ho Lee and Young-Chai Ko (Korea University, Korea)

Poster Session P-4-42 XR Twin Based Intelligent UAV Software Development EnvironmentJaeheon Kim and Youngjin Kim (Korea University of Technology and Education, Korea); Won-Tae Kim (Koreatech University, Korea)

Poster Session P-4-43 Super Multi-view Autostereoscopic 3D Representation on Mobile DisplayHomin Eum, Joonsoo Kim and Hong-Chang Shin (ETRI, Korea); Jeongil Seo (ETRI, Korea)

Poster Session P-4-44 Resource Analysis of Parallelized Quantum Constant AdditionJinyoung Ha and Jun Heo (Korea University, Korea)

Poster Session P-4-45 Improved Grover searching algorithm for weighted solutionsYoungjin Seo and Jun Heo (Korea University, Korea)

Poster Session P-4-46 Secure Forward Error Correction codes based on QKD protocolKwangseok Noh and Jun Heo (Korea University, Korea)

Poster Session P-4-47 Ripple carry adder for classical value addition on quantum computerByung Chan Kim, Jinyoung Ha and Jun Heo (Korea University, Korea)


ICT CONVERGENCE

60


Poster Session P-4-48 The Distance Measurement in Object Detection using ID on Ultrasonic Sensor for a VehicleDonghee Yi, Jeongbin Seo, Suk Chan Kim (Pusan National University, Korea)

Poster Session P-4-49 An Efficient Rate Splitting Multiple Access Scheme for Coordinated Multi-point TransmissionNohgyeom Ha and Wonjae Shin (Pusan National University, Korea)

Poster Session P-4-50 Performance Analysis of Modulation Classification with a PreprocessingSeongjin Ahn (Hanyang University, Korea); Hong-Suk Shim (Hanwha Systems, Korea(South)); Sungkyun Park (Hanwha Systems, Korea); Dongweon Yoon (Hanyang University, Korea)

October 23rd (Friday), 2020

[Session V-1] Artificial Intelligence and Machine Learning 3Oct. 23, 08:30~10:10


Session V-1-1 Deep Learning-Based Bearing Fault Detection Using 2-D Illustration of Time SequenceDhiraj Neupane and Jongwon Seok (Changwon National University, Korea)

Session V-1-2 A Study on the Effectiveness of A2C and A3C Reinforcement Learning in Parking Space Search in Urban Areas ProblemHung-Chin Jang, Yi-Chen Huang and Hsien-An Chiu (National Chengchi University, Taiwan)

Session V-1-3 Myanmar Text-to-Speech System based on Tacotron (End-to-End Generative Model)Yuzana Win and Htoo Pyae Lwin (Yangon Technological University, Myanmar); Tomonari Masada (Rikkyo University, Japan)

Session V-1-4 Myanmar Text-to-Speech System based on Tacotron-2Yuzana Win (Yangon Technological University, Myanmar); Tomonari Masada (Rikkyo University, Japan)

Session V-1-5 Deep learning-based facial landmarks localization with loss comparisonSavina Colaco and Dong Seog Han (Kyungpook National University, Korea)

Session V-1-6 An Image-based Human Physical Activities Recognition in an Indoor EnvironmentFarman Ullah (COMSATS University Islamabad, Pakistan); Asif Iqbal (Inha University, Incheon, South Korea, Korea); Ajmal Khan (COMSATS University Islamabad, Pakistan); Rida Gul Khan and Laraib Malik (COMSATS University Islamabad, Pakistan); Kyung Sup Kwak (Inha University, Korea)

[Session V-2] 5G, 4G, WLAN 3Oct. 23, 08:30~10:10

Chair: Prof. Sang-Woon Jeon (Hanyang Univ., Korea)

Session V-2-1 Design and Simulation of the Multi-RAT Load-balancing Algorithms for 5G-ALLSTAR SystemsAlessandro Giuseppi (University of Rome Sapienza, Italy); Syed Maaz Shahid (University of Ulsan, Korea); Emanuele De Santis (University of Rome "La Sapienza", Italy); Seok Ho Won (ETRI, Korea); Sungoh Kwon (University of Ulsan, Korea); Taesang Choi (ETRI, Korea)


ICT CONVERGENCE

61


Session V-2-2 Delay-Sensitive Task Offloading for Internet of Things in Nonorthogonal Multiple Access MEC NetworksVan Dat Tuong, Thanh Phung Truong and Anh-Tien Tran (Chung-Ang University, Korea); Arooj Masood (Ultra-intelligent Computing and Communications Lab, Korea); Demeke Shumeye (Chung-Ang University, Korea); Chunghyun Lee (Chun-Ang University, Korea); Yunseong Lee and Sungrae Cho (Chung-Ang University, Korea)

Session V-2-3 UE current consumption on carrier aggregation in LTE-A systemsJuliano Bazzo (Samsung SIDIA, Brazil); Rayner M. Pires and Alvaro Ortega (Sidia Institute of Science and Technology, Brazil); Navid Portela Salehi (Universidade do Estado do Amazonas & Sidia Institute of Science and Technology, Brazil); Paulo T. M. Santos (Fundação Centro de Análise, Pesquisa e Inovação Tecnológica (FUCAPI) & Sidia Institute of Science and Technology, Brazil)

Session V-2-4 Position and Machine Learning-Aided Beam Prediction and Selection Technique in Millimeter-Wave Cellular SystemMohammed Saquib Khan, Qasim Sultan and Yong Soo Cho (Chung-Ang University, Korea)

[Session V-3] SDN and Network VirtualizationOct. 23, 08:30~10:10

Chair: Prof. Joohyun Lee (Hanyang Univ., Korea)

Session V-3-1 Optimal Primary and Backup Resource Allocation with Workload-Dependent Failure ProbabilityMengfei Zhu, Fujun He and Eiji Oki (Kyoto University, Japan)

Session V-3-2 Virtual Network Embedding Algorithm Based on Content Delivery NetworkSackdavong Mangkhaseum (Kyushu Institute of Technology, Japan)

Session V-3-3 Deep Reinforcement Learning Based Dynamic Resource Allocation in Cloud Radio Access NetworksRehenuma Tasnim Rodoshi (Chosun University, Korea); Taewoon Kim (Hallym University, Korea); Wooyeol Choi (Chosun University, Korea)

Session V-3-4 An architecture for enabling VNF auto-scaling with flow migrationTuong Vu and Jangwon Lee (Soongsil University, Korea); Quang Huy Nguyen (Soongsil University, Vietnam); Kyoungjae Sun (Soongsil University, Korea); younghan Kim (Soongsil University, Korea)

[Session V-4] Internet of Things 3Oct. 23, 08:30~10:10

Chair: Prof. Heejung Yu (Korea Univ., Korea)

Session V-4-1 Deterministic Scheduling With Packet Aggregation in Industrial Internet of ThingsHeng Wang, Jianglin Hu, Shuai Tan and Tong Shi (Chongqing University of Posts and Telecommunications, China)

Session V-4-2 Data-driven IoT-based Water Quality Monitoring and Potability Classification System in Rural AreasMelchizedek I Alipio (De La Salle University, Philippines)


ICT CONVERGENCE

62


[Session V-5] Smart Media & Broadcasting, and Smart DevicesOct. 23, 08:30~10:10

Chair: Dr. Murad Khan (Kyungpook National Univ., Korea)

Session V-5-1 Performance of Smart Personal Assistant Applications based on Speech Recognition Technology using IoT-based Voice CommandsHaris Isyanto (Universitas Muhammadiyah Jakarta, Indonesia); Ajib S. Arifin and Muhammad Suryanegara (Universitas Indonesia, Indonesia)

Session V-5-2 A User Profile-based Smart Home Energy Management SystemMurad Khan (Kyungpook National University & Sarhad University of Science and Technology, Korea); Muhammad Toaha Raza Khan, Muhammad Saad Malik and Dongkyun Kim (Kyungpook National University, Korea)

Session V-5-3 Usability Evaluation of Voice-based Intelligent Personal AssistantsDilawar Zwakman (School of Information Technology, Thailand); Debajyoti Pal (King Mongkut's University of Technology Thonburi, Thailand); Tuul Triyason and Vajirasak Vanijja (King Mongkut’s University of Technology Thonburi, Thailand)

[TPC Special Session V-1] Special Session on Internet of Energy (IoE)Oct. 23, 08:30~10:10

Chair: Prof. Yeong Min Jang (Kookmin Univ., Korea)

TPC Special Session V-1-1 A Decentralized Energy Trading System Based on Public BlockchainMd. Mainul Islam, Israt Jahan, Moh. Khalid Hasan and Yeong Min Jang (Kookmin University, Korea)

TPC Special Session V-1-2 Neural Network-based LED Detection in Vehicular System for High Data Rate in OCCMd. Faisal Ahmed, Md. Shahjalal, Md. Osman Ali and Yeong Min Jang (Kookmin University, Korea)

TPC Special Session V-1-3 Statistical Feature Extraction in Machine Fault Detection using Vibration SignalVan Bui, Van Hoa Nguyen, Huy Nguyen and Yeong Min Jang (Kookmin University, Korea)

TPC Special Session V-1-4 OCC Technology-based Developing IoT NetworkVan Hoa Nguyen, Huy Nguyen, Hoan Nguyen and Yeong Min Jang (Kookmin University, Korea)

TPC Special Session V-1-5 Design and implementation of AS-QL scheme for LED matrix based Optical Camera CommunicationHoan Nguyen, Huy Nguyen, Van Hoa Nguyen and Yeong Min Jang (Kookmin University, Korea)

TPC Special Session V-1-6 Consortium Blockchain-based V2G energy trading system using tokensJunho Hong, Eunhwa Oh, Yeojin Yang, Kyungwoo Roh, Minji Oh and Jaesung Kim (Chungbuk National University, Korea)

TPC Special Session V-1-7 Energy Management by Scheduling ESS with Active Demand Response in Low Voltage GridMd. Morshed Alam, Md. Habibur Rahman, Himawan Nurcahyanto and Yeong Min Jang (Kookmin University, Korea)


ICT CONVERGENCE

63


[Workshop V-1] Joint International Workshop on Military Informatics 3 (Military Civil IT Convergence)Oct. 23, 08:30~10:10

Chair: Prof. Jae Min Lee (Kumoh National Institute of Technology, Korea)

Workshop V-1-1 Latency Based Reliability Analysis for Naval Combat SystemEsmot Ara Tuli (Kumoh National Institute of Technology & Networked System Lab, Korea); Dong Seong Kim and Jae Min Lee (Kumoh National Institute of Technology, Korea)

Workshop V-1-2 A study on the design and manufacture power systems of non-contact chemical agent detectors based on the semiconductor laserJea-Hyoun Park, Yea Sol Jang and Yong Gon Seo (KETI, Korea); Hyunddo Yoon (KETI, Korea); Jong Won Lee (UNIST, Korea)

Workshop V-1-3 Analysis of the Asymmetrical Relationships between State Actors and APT Threat GroupsYu-Kyung Kim, Jemin J Lee, Myong-Hyun Go and Kyungho Lee (Korea University, Korea)

[Poster Session P-5] Applications for ICT ConvergenceOct. 23, 08:30~10:10

Chair: Dr. Williams-Paul (Kumoh National Institute of Technology, Korea)

Poster Session P-5-1 5G based SmartCity Convergence Service Platform for Data sharingJiyeon Kim, Deockgu Jee, Eunjin Ko and Mi-Kyung Han (ETRI, Korea); Seunghan Choi and SooYoung Jang (ETRI, Korea)

Poster Session P-5-2 Emulator of Announcing Social and Natural Disaster Information for Developing and Testing UHD-based Disaster Broadcasting SystemSang-Yun Lee (ETRI, Korea); Kyungsub Cho and Byungjun Bae (ETRI, Korea)

Poster Session P-5-3 Multi-object tracking system using dissimilar apparatus in video sequenceAh Reum Oh (ETRI, South Korea, Korea); Jiwon Lee (ETRI, Korea); Jung Soo Lee, SungWon Moon, Do-Won Nam and Wonyoung Yoo (ETRI, Korea)

Poster Session P-5-4 Mathematical Model and Simulation for Nutrient-Plant Interaction AnalysisByunghyun Ban (Imagination Garden Inc., Korea)

Poster Session P-5-5 Nutrient Solution Management System for Smart Farms and Plant FactoryByunghyun Ban, Janghun Lee, Donghun Ryu, Minwoo Lee and Tae Dong Eom (Imagination Garden Inc., Korea)

Poster Session P-5-6 De-identification and restoration methods for protecting privacy in off-line documentsJin-Hee Han (ETRI, Korea); Young Sae Kim (ETRI, Korea); Geon Woo Kim (ETRI, Korea)

Poster Session P-5-7 An Implementation of Re-identifying Video Objects with Location Trajectory DataSungwon Byon (ETRI, Korea); Eunjung Kwon and Eui-Suk Jung (ETRI, Korea); Yong-Tae Lee (ETRI, Korea)

Poster Session P-5-8 Malware Response Naming Scheme for Security Control ServiceShinho Lee, Wookhyun Jung, Seohyun Lee and Eui Tak Kim (ESTsecurity, Korea)

Poster Session P-5-9 Interference Analysis for Compatibility between 5G system and Aeronautical Radio AltimeterHo Kyung Son and Young Jun Chong (ETRI, Korea)


ICT CONVERGENCE

64


Poster Session P-5-10 Sumav: A Scheme for Selecting a Keyword from Detection Names using Conditional ProbabilitySangwon Kim, Bora Kim, SuYoung Kim, Wookhyun Jung, Buyngmoo Lee and Eui Tak Kim (ESTsecurity, Korea)

Poster Session P-5-11 The Empirical Evaluation of Models Predicting Bike Sharing DemandSeunghan Choi (ETRI, Korea); Mi-Kyung Han (ETRI, Korea)

Poster Session P-5-12 A study on fire detection technology through spectrum analysis of smoke particlesSoyoung Park (ETRI, Korea); Kyuwon Han and Kang Bok Lee (ETRI, Korea)

Poster Session P-5-13 Visualizing Cloud-Native AI+X Applications employing Service MeshEunji Kim (GIST, Korea); Jungsu Han (GIST, Korea); JongWon Kim (GIST, Korea)

Poster Session P-5-14 Exponential Data Embedding Scheme for Display to Camera CommunicationsLakpa Dorje Tamang and Byung Wook Kim (Changwon National University, Korea)

Poster Session P-5-15 Data Stream Management for Distributed Devices in Smart FactoryYang Koo Lee (ETRI, Korea); Jun Wook Lee (AIBlab, Korea); Seung-Jun Lee and Daesub Yoon (ETRI, Korea)

Poster Session P-5-16 Design and Implement of Firefighting-Active-Survey Terminal for Shortening Rescue TimeSun-Hwa Lim (ETRI, Korea)

Poster Session P-5-17 Distributed Anti-sway Control for Multi-crane CooperationWoojin Kim and Seung-Jun Lee (ETRI, Korea); Yang Koo Lee (ETRI, Korea); Daesub Yoon (ETRI, Korea)

Poster Session P-5-18 Block-based masking region relocation and detection method for image privacy maskingSohee Park (ETRI, Korea); Geon Woo Kim (ETRI, Korea)

Poster Session P-5-19 A Moving Pattern Classification Based on Multi-modal Data for Public Safety ServicesEunjung Kwon (ETRI, Korea); Won-Jae Shin (ETRI, Korea); Hyunho Park (ETRI, Korea); Sungwon Byon (ETRI, Korea); Eui-Suk Jung (ETRI, Korea); Yong-Tae Lee (ETRI, Korea); Kyu-Chul Lee (Changnam National University, Korea)

Poster Session P-5-20 Performance Evaluation of GNSS and Motion Sensor Integrated Positioning Algorithm for Land Vehicle MonitoringChi-ho Park (DGIST, Korea); Joong-hee Han (DGIST, Korea)

Poster Session P-5-21 Person Re-Identification in Movies/DramasDong-Hyuck Im and Yongseok Seo (ETRI, Korea); HyeonWoo Kim (Korea Univ, Korea); Eenjun Hwang (Korea University, Korea); Jihyun Park (ETRI, Korea)

Poster Session P-5-22 Dynamic Power Management for Heterogeneous Server EnvironmentsBaik Song An (ETRI, Korea); Jinho On (ETRI, Korea); Byunggyu Lee (ETRI, Korea); Su Min Jang (ETRI, Korea); Sungik Jun (ETRI, Korea)

Poster Session P-5-23 Scalable Pointer-based Memory Protection for Data-intensive ComputingBaik Song An (ETRI, Korea)

Poster Session P-5-24 Toward Effective IT Services in Defence Talent Management PlatformEunyoung Cho (ETRI, Korea); Jeany Son and Blagovest Iordanov Vladimirov (ETRI, Korea); Sungwoo Jun (University of Science & Technology & ETRI, Korea); Jaeuk Baek, Soyeon Lee, Chang Eun Lee and Jin-Mo Choi (ETRI, Korea); Feyissa Woyano (ETRI, Ethiopia); Sangjoon Park (ETRI, Korea)

Poster Session P-5-25 Light-weighted Network based Human Pose Estimation for Mobile AR ServiceByunggyu Lee (ETRI, Korea); Juyoung Kim and Sung-Uk Jung (ETRI, Korea)

Poster Session P-5-26 Design of Integrated Messenger Anti-virus System using Chatbot ServiceShinho Lee, Jungwoon Lee, Wonrak Lee, Seohyun Lee, SuYoung Kim and Eui Tak Kim (ESTsecurity, Korea)


ICT CONVERGENCE

65


Poster Session P-5-27 Energy Storage Operation with Renewable Generation for Energy Self-reliance in Smart GridSewan Heo (ETRI, Korea); Tai Yeon Ku and Wan-Ki Park (ETRI, Korea)

Poster Session P-5-28 Simulation Study of Orthogonal Polyphase Code for Spectrum Shared Networked RadarJae-Han Lim (University of California, Los Angeles, USA & Kwangwoon University, Korea); Minsoo Kang (ETRI, Korea); HyungJung Kim (ETRI, Korea)

Poster Session P-5-29 Anomaly Detection of Environmental Sensor Data using Recurrent Neural Network at the Edge DeviceJaeMyoung Kim (ETRI, Korea); Young Wook Cho (Chiron Soft, Korea); Do Hyun Kim (ETRI, Korea)

Poster Session P-5-30 Mass authentication information injection method for effective security management of AMI deviceTaehun Kim, Muyong Hyun, Minyong Kim and Sungcheol Kim (KEPCO KDN, Korea)

Poster Session P-5-31 ColorWatch: Color-Tactile Interpretation to Improve Color Perception and Accessibility for People with Visual ImpairmentsChungheon Lee (SungKyunKwan University, Korea); Muhammad Shahid Jabbar and Jun Dong Cho (Sungkyunkwan University, Korea)

Poster Session P-5-32 Evaluation of Image Similarity Algorithms for Malware Fake-Icon DetectionJun-Seob Kim (Sejong University & ESTsecurity Corp., Korea); Wookhyun Jung, Sangwon Kim, Shinho Lee and Eui Tak Kim (ESTsecurity, Korea)

Poster Session P-5-33 3D Portable Mapping System to Build Radio Fingerprints and Spatial MapYu-Cheol Lee (Intelligent Cognitive Technology, Korea); Wonpil Yu (ETRI, Korea)

Poster Session P-5-34 Semi-Automatic SAR Image Land Cover Labeling PipelineJaewon Lee (KETI, Korea); Dalwon Jang and Jongseol J. Lee (KETI, Korea)

Poster Session P-5-35 Behavior Tree-based Object Event Modeling with Dynamic Change Control for Virtual Reality Fire Fighting Training ContentsUngyeon Yang (ETRI, Korea); Jinseok Seo (Dong-Eui University, Korea)

Poster Session P-5-36 Hybrid System to Minimize Damage by Zero-Day Attack based on NIDPS and HoneyPotJang Hyeon Jeong and Seong Gon Choi (Chungbuk University, Korea)

Poster Session P-5-37 An Approach to Automatic Classification of Construction Workers by Degree of RiskYouHee Choi (ETRI, Korea); Do Hyun Kim (ERT, Korea)

Poster Session P-5-38 MFCW Radar's Range and Velocity Estimation using Local Polynomial Approximation Based Function

Chungho Ryu (Yonsei University, Korea); Joohwan Chun (KAIST, Korea); Chungyong Lee (Yonsei University, Korea)

Poster Session P-5-39 The Power Measuring Method for Individual PV Using Frequncy Modulation on Single LineYong Hee Park and Lae Yeop Lee (Chungbuk National University, Korea); Seong Gon Choi (Chungbuk University, Korea)

Poster Session P-5-40 Design and Implementation of Large-Capacity Transmission TechnologyKwanwoong Ryu, Jewon Lee, Joon-Young Jung and Dong-Joon Choi (ETRI, Korea)

Poster Session P-5-41 Enhancing Prediction of Chlorophyll-a Concentration with Feature Extraction using Higher-Order Partial Least SquaresTaewhi Lee, Jang-Ho Choi, Miyoung Jang, Jong Ho Won and Jiyong Kim (ETRI, Korea)


ICT CONVERGENCE

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Poster Session P-5-42 On the Requirements and Architecture of All-in-One Platform for Virtual ConferencesKunwoo Park (Seoul National University, Korea); Ganghyeon Oh (Networkdefines, Korea); Kideok Cho (Network Defines, Inc., Korea); Sangheon Pack (Korea University, Korea)

Poster Session P-5-43 Drone security module for UAV data encryptionKeonwoo Kim (ETRI, Korea)

Poster Session P-5-44 Measurement of brightness performance in viewing window based electronic holographic display systemHayan Kim (ETRI, Korea)

Poster Session P-5-45 Implementation of Software IPsec Communication using ARIA Cipher Algorithm in SDNWon Seok Choi (Chungbuk National University, Korea); Jang Hyeon Jeong and Seong Gon Choi (Chungbuk University, Korea)

Poster Session P-5-46 Design and implementation of Multi-kernel managerSeung Hyub Jeon (ETRI, Korea); Seung-Jun Cha and Yeonjeong Jeong (ETRI, Korea); Jinmee Kim (ETRI, Korea); Sungin Jung (ETRI, Korea)

Poster Session P-5-47 Hints for Memory Optimization of Asylo-based SGX Enclave ApplicationsHocheol Nam, Jaewon Park, SeungGyun Lee, Seunghyun Yeo and Seehwan Yoo (Dankook University, Korea)

Poster Session P-5-48 Impact of Data Center Cooling Technology to Effectiveness of Turbo-ModeJaehyong J Shin (Sungkyunkwan University & Samsung Electronics, Korea); Euiseong Seo (Sungkyunkwan University, Korea)

Poster Session P-5-49 A Hybrid Approach for the Prediction of Chlorophyll-a Concentration at the Non-monitoring Area in the Geum River, KoreaMiyoung Jang (ETRI, Korea); Jang-Ho Choi (ETRI, Korea); Jaeyoung Kim and Dongil Seo (Chungnam National University, Korea); Jiyong Kim (ETRI, Korea)

Poster Session P-5-50 Multi-Point Gesture Recognition Leveraging Acoustic Signals and CNNDonghwan Shin (Hanyang University, Korea); Jongwon Yoon (Hanyang University, Korea)

Poster Session P-5-51 Bandwidth Selection of Kernel Density Estimation for GIS-based Crime Occurrence Map VisualizationYongjin Kim (Korea University of Science and Technology, Korea); Gyeongdeok Kim (Korea University of Technology and Education, Korea); Yong-Tae Lee (ETRI, Korea); Kwangho Jang (Police Science Institute, Korea)

Poster Session P-5-52 Handover Impact on E2E Delay of Multimedia Service in High-Speed Railway SystemSangchul Oh (ETRI, Korea); Byungsik Yoon (ETRI & Hanyang University, Korea); Dongjoon Kim and Dongil Sung (Korea Railway Network Authority, Korea)

Poster Session P-5-53 Active jumping motion platform hardware in immersive virtual reality environmentDaehwan Kim, Suran Park and Kisuk Lee (ETRI, Korea)

Poster Session P-5-54 Personalized Instrument Cluster for Car-sharing Service: Like my carYoungJin Kwon (ETRI, Korea); Kyongho Kim and Do Hyun Kim (ETRI, Korea)

Poster Session P-5-55 Development of Unit Robot Skill based Task Recipe for Task PlanningHyonyoung Han and Eun Seo Lee (ETRI, Korea); Hyun Chul Kang (ETRI, Korea)

Poster Session P-5-56 Comparison of Various UEP Techniques for IRNSS Message StructureGangsan Kim, Hyunwoo Cho and Hong-Yeop Song (Yonsei University, Korea); Sanguk Lee (ETRI, Korea)


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Poster Session P-5-57 Statistically Secure and Massively Scalable Fingerprinting Scheme for Mobile Game Broadcasting ContentSeong Whan Kim (University of Seoul, Korea)

Poster Session P-5-58 A novel method of combining pixel density map and SLIC for low-power displaySimon Suh (Ajou university); Young-Jin Kim (Ajou University, Korea)

Poster Session P-5-59 Real-Time Snow Cover Map Generation for Virtual City ToursKyung-Kyu Kang and Chang-joon Park (ETRI, Korea)

Poster Session P-5-60 Towards Flow Control of Driver-Vehicle InteractionsAuk Kim(KAIST), Jung-Mi Park(Samsung Research, Korea), Woohyeok Choi and Uichin Lee(KAIST, Korea)

[Session VI-1] Energy Internet, Smart Grid Infrastructure and ApplicationsOct. 23, 10:30~12:10

Chair: Mr. Cosmas Ifeanyi (Kumoh National Institute of Technology, Korea)

Session VI-1-1 IoT-Based HVAC Monitoring System for Smart FactoryFabliha Islam, Cosmas Ifeanyi Nwakanma, Dong Seong Kim and Jae Min Lee (Kumoh National Institute of Technology, Korea)

Session VI-1-2 A Human Mobility Model in MallsDat Van Anh Duong and Seokhoon Yoon (University of Ulsan, Korea)

Session VI-1-3 An ARQ-Based Selection Cooperation Protocol for Wireless Energy Harvesting NetworksHeng Wang, Zhengcen Peng, Qiuni Tan and Min Li (Chongqing University of Posts and Telecommunications, China)

[Session VI-2] Wireless & Mobile Communication Systems 2Oct. 23, 10:30~12:10

Chair: Prof. Sang-Woon Jeon (Hanyang Univ., Korea)

Session VI-2-1 An IP Fast Reroute Method against Multiple Node FailuresNaoto Numata, Masashi Ishigai, Yuya Tarutani, Yukinobu Fukushima and Tokumi Yokohira (Okayama University, Japan)

Session VI-2-2 Verification of Interference Estimation by a Radio Sensor Considering Detection Sensitivity for Dynamic Spectrum Access in Spatial White SpaceTsuyoshi Kobayashi, Kenichiro Yamamoto, Osamu Takyu and Yasushi Fuwa (Shinshu University, Japan)

Session VI-2-3 Delayed Pseudo-Bayesian Transmission Control for S-ALOHA SystemsJie Liu and Hu Jin (Hanyang University, Korea)


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[Session VI-3] Applications for ICT Convergence 2Oct. 23, 10:30~12:10

Chair: Prof. Joohyun Lee (Hanyang Univ., Korea)

Session VI-3-1 Applications and Challenges in Video Surveillance via Drone: A Brief SurveyNaqqash Dilshad (Sejong University, Korea); Jaeyoung Hwang (Sejong University, Korea); JaeSeung Song (Sejong University, Korea); Nak-Myoung Sung (KETI, Korea)

Session VI-3-2 In-Vivo Estimation of Glucose Level Using PPG SignalShantanu Sen Gupta (Kookmin University & School of Electrical Engineering, Korea); M Shifat Hossain, Chowdhury Azimul Haque and Ki-Doo Kim (Kookmin University, Korea)

Session VI-3-3 Blockchain-based Farming Activities Tracker for Enhancing Trust in the Community Supported Agriculture ModelDuc-Hiep Nguyen (Ho Chi Minh City University of Technology, VNU-HCM, Vietnam); Nguyen Huynh Tuong (Faculty of Computer Science & Engineering, Ho Chi Minh city University of Technology, Vietnam); Hoang-Anh Pham (Ho Chi Minh City University of Technology & Vietnam National University Ho Chi Minh City, Vietnam)

[Session VI-4] Big Data and Smart ComputingOct. 23, 10:30~12:10


Session VI-4-1 Real-time and Secure Geospatial Data Warehouse for Intelligent Transportation SystemsSean Ryan S. Chan and Datuluna G. Dilangalen (University of the Philippines - Diliman, Philippines); Wilson Tan (University of the Philippines, Philippines)

Session VI-4-2 i-tStar (3D): Three-Dimensional Interactive Trajectory Star CoordinatesJing He (Tsinghua University, China); Haonan Chen (China University of Mining and Technology-Beijing, China); Lingyu Wang (Xuzhou University of Technology, China); Yebin Zou (Ningxia University, China)

Session VI-4-3 Privacy-preserving People Counting with Channel State InformationYongjae Yoo and Jihwan Suh (Seoul National University, Korea); Yonghun Lee (University of Washington, USA); Seongjoon Kang (New York University Tandon School of Engineering, USA); Byungjun Kim (University of California, San Diego, USA); Saewoong Bahk (Seoul National University, Korea)

Session VI-4-4 Network Controlled Handover Mechanisms in Mobile Edge ComputingMing-Chin Chuang and Shuo-Ang Ke (China University of Technology, Taiwan); Chao-Lin Chen (Institute For Information Industry, Taiwan)

[Session VI-5] Signal and Image ProcessingOct. 23, 10:30~12:10

Chair: Prof. Howon Lee (Hankyong National Univ., Korea)

Session VI-5-1 Spatial Compression of Sensing Information for Exploiting the Vacant Frequency Resource using Radio SensorsKenichiro Yamamoto and Osamu Takyu (Shinshu University, Japan); Keiichiro Shirai (Shinshu University Japan, Japan); Yasushi Fuwa (Shinshu University, Japan)


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Session VI-5-2 Many-to-Many Matching based Resource Allocation to support Multi-ConnectivityHaeyoung Lee, Seiamak Vahid and Klaus Moessner (University of Surrey, United Kingdom (Great Britain))

Session VI-5-3 Topographic Analysis of High Volume Impacts of Music on Brain Lobe using EEGChowdhury Azimul Haque, Tae-Ho Kwon and Ki-Doo Kim (Kookmin University, Korea)

[Session VI-6] Vehicular Information and Communication TechnologiesOct. 23, 10:30~12:10

Chair: Prof. Hu Jin (Hanyang Univ., Korea)

Session VI-6-1 Deep Learning for Channel Estimation and Tracking in Vehicular to Infrastructure CommunicationsHuaping Liu (Oregon State University, USA); Hyeonsung Kim, Sangmi Moon and Intae Hwang (Chonnam National University, Korea)

Session VI-6-2 Sequence Design for Position Estimation of High-Velocity Vehicles in Millimeter-Wave Cellular SystemsMohammed Saquib Khan and Yong Soo Cho (Chung-Ang University, Korea)

Session VI-6-3 UAV-assisted NOMA Downlink Communications based on Content CachingPham Duy Thanh (University of Ulsasn, Korea); Hoang Thi Huong Giang and Insoo Koo (University of Ulsan, Korea)

Session VI-6-4 Calculated Distance Error Improvement by Using Drones in Relay Type GPSKouhei Yoshida and Takatoshi Sugiyama (Kogakuin University, Japan)

Session VI-6-5 Implementation of a Collision Avoidance System To Assist Safe Driving Based on Data Fusion in Vehicular NetworksHaeyoung Lee, Jihoon Yang and Klaus Moessner (University of Surrey, United Kingdom (Great Britain))

[Workshop VI-1] Joint International Workshop on Military Informatics 4 (Military communicaiton and Network)Oct. 23, 10:30~12:10

Chair: Prof. Soo Young Shin (Kumoh National Institute of Technology, Korea)

Workshop VI-1-1 Service-Aware Resource Allocation Design of UAV RAN SlicingJun-Woo Cho (Ajou University, Korea); Peng Yang and Tony Q. S. Quek (Singapore University of Technology and Design, Singapore); Jae-Hyun Kim (Ajou University, South Korea, Korea)

Workshop VI-1-2 An Enhanced Dual-polarized Transmission System with 4D-TCM 8PSK Modulation and XPICByeongjae Kim and Donghyun Kim (Agency for Defense Development, Korea)

Workshop VI-1-3 Comparison of CNN Architectures using RP Algorithm for Burst Signal DetectionDongho Seo (Hanyang University, Korea); Junil Ahn (Agency for Defense Development, Korea); Haewoon Nam (Hanyang University, Korea)


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[Poster Session P-6] Internet of ThingsOct. 23, 10:30~12:10

Chair: Dr. Williams-Paul (Kumoh National Institute of Technology, Korea)

Poster Session P-6-1 NB-IoT Downlink Channel EstimationJeong Wook Won (ETRI, Korea)

Poster Session P-6-2 Hierarchical Access Control for SDP-IoTYun-kyung Lee (ETRI, Korea)

Poster Session P-6-3 Proposal of Smart Segmentation Framework for preventing threats from spreading in IoTJaedeok Lim, Seongyoung Sohn and Jeong Nyeo Kim (ETRI, Korea)

Poster Session P-6-4 Power management system in the microgrid with the proper electric vehicle data preprocessingJangkyum Kim (KAIST, Korea); Nakyoung Kim, Jaeseob Han and Hyeonseok Seo (KAIST, Korea); Jun Kyun Choi (KAIST, Korea)

Poster Session P-6-5 Seal-bid renewable energy certification trading in power system using blockchain technologyJangkyum Kim and Hyunseo Park (KAIST, Korea); Gyeong Ho Lee (KAIST, Korea); Jun Kyun Choi (KAIST, Korea); Youngjoo Heo (Hyundai E&C, Korea)

Poster Session P-6-6 Wireless Energy Harvesting IC for Low Power IoT sensorJin-Sup Kim (KETI, Korea)

Poster Session P-6-7 Anomaly Detection using Elevation and Thermal Map for Security RobotHo Chul Shin (ETRI, Korea); Kiin Na (ETRI, Korea)

Poster Session P-6-8 Throughput Maximization for Uplink IoT NOMA Systems with Efficient Resource AllocationGunhee Jang, Cheol Lee, Namkyu Kim and Wooseok Kang (Chung-Ang University, Korea); The-Vi Nguyen (Chung-Ang University, Korea); Sungrae Cho (Chung-Ang University, Korea)

Poster Session P-6-9 Localization of Internet of Things Network via Deep Neural Network Based Matrix CompletionSunwoo Kim and Byonghyo Shim (Seoul National University, Korea)

Poster Session P-6-10 VibAuth: Enabling Accurate, Usable, and Deployable User Authentication by Leveraging VibrationJinseon Park (Chung-Ang University, Korea); Syed Asif Raza Shah (Sukkur Institute of Business Administration University, Korea); Hyosu Kim and Heesu Jun (Chung-Ang University, Korea)

Poster Session P-6-11 A study on the correlation between subjective driver readiness and NDRT type during automated drivingJungsook Kim (ETRI, Korea); Woojin Kim (ETRI, Korea); Hyunsuk Kim (ETRI & Emotion Recognition IoT Research Section, Korea); Daesub Yoon (ETRI, Korea)

Poster Session P-6-12 Localized Optimal Real-time Multicast Routing in Geolocation-based Wireless Sensor NetworksYongbin Yim (ETRI (ETRI), Korea); Jung Hee Lee (ETRI, Korea); Namseok Ko (ETRI, Korea); Hosung Park (Busan University of Foreign Studies, Korea)


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Poster Session P-6-13 Intelligent Cooling Management System Responding to Automated Demand ResponseKiwoong Kwon, Sanghun Kim, Jungmee Yun and SangHak Lee (KETI, Korea)

Poster Session P-6-14 Enhancing the Connectivity of Satellite IoT Devices in Terrestrial-Non terrestrial Integrated Networks based on the Stackelberg Game ApproachGyeongrae Im, Dong-Hyun Jung and JoonGyu Ryu (ETRI, Korea)

Poster Session P-6-15 Hybrid FS/PS SWIPT based Backscatter Communication for Internet of ThingsHyun Suk Choi and Dong In Kim (Sungkyunkwan University, Korea)

Poster Session P-6-16 PUF-based Authentication Scheme for IoT DevicesSeungyong Yoon (ETRI, Korea)

Poster Session P-6-17 A study on Time-series DBMS Application for EdgeX-based lightweight edge gatewayJaein Kim, Chorwon Kim and Byung Hee Son (ETRI, Korea); JiHyoung Ryu (ETRI, Korea); Sungchang Kim (ETRI, Korea)

Poster Session P-6-18 Eyeball tracking and Object Detection in Smart GlassesKwang-Yong Kim (ETRI, Korea); Kibong Song (ETRI, Korea)

Poster Session P-6-19 LwM2M based IoT Microservice Model with Repicas Synchronization TechniqueSeungChul Son, Seok-Kap Ko, Hyungok Lee and Byung Tak Lee (ETRI, Korea)

Poster Session P-6-20 Power Purchase Cost Minimization in Radial Microgrid Network with Linear ProgrammingLae Yeop Lee (Chungbuk National University, Korea); Seong Gon Choi (Chungbuk University, Korea)

Poster Session P-6-21 Secure IoT Device Authentication Scheme using Key Hiding TechnologyByoung-Koo Kim (ETRI, Korea)

Poster Session P-6-22 Enhancing Localization Accuracy in Industrial Indoor Environment using Metaheuristic AlgorithmDanielle Jaye S. Agron, Jae-Min Lee and Dong Seong Kim (Kumoh National Institute of Technology, Korea)

Poster Session P-6-23 Tactical Remodeling of Unrecoverable Packets in MIL-STD-1553 Network-bus for Industrial-IoBTWilliams-Paul Nwadiugwu, Chi-Yun Kim, Etobi-Damian Tita and Dong Seong Kim (Kumoh National Institute of Technology, Korea)

Poster Session P-6-24 Back-off Improvement By Using Q-learning in IEEE 802.11p Vehicular NetworkLee Dong jin (University of ajou, Korea); Yafeng Deng and Young-June Choi (Ajou University, Korea)

Poster Session P-6-25 Prototyping of Collaborative Working Environment Using Mixed Reality 3D City ModelsYoon-Seop Chang, Ahyun Lee and Insung Jang (ETRI, Korea)

Poster Session P-6-26 Design and Performance Evaluation of Crime Type and Crime Risk Score Estimation Technique for Fast and Efficient Response of Severe CrimesMyung-Sun Baek (ETRI, Korea); Yong-Tae Lee (ETRI, Korea); Kwangho Jang (Police Science Institute, Korea); Heejo Lee (Mobigen, Korea); Wonjoo Park (ETRI, Korea)

Poster Session P-6-27 Requirements and Design of Mental Health System for Stress Management of Knowledge WorkersKyonghyun Park and Minjung Kim (ETRI, Korea); Daesub Yoon (ETRI, Korea); Hyunsuk Kim (ETRI, Korea); Jungsook Kim (ETRI, Korea); Oh-Cheon Kwon (ETRI, Korea)


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Poster Session P-6-28 Co-location Detection System Using Mobile Magnetometer DataHyotaek Lim, David Ishak Kosasih and Byung-Gook Lee (Dongseo University, Korea)

Poster Session P-6-29 Software-based Random Number Generators for Resource Constrained DevicesSeungil Noh (Kwangwoon University, Korea); Jaehan Kim (University of California, Berkeley, USA); Youngjoo Shin (Korea University, Korea)

Poster Session P-6-30 Remote Two-wheel Robot control using OPC-UASeung-Jun Lee (ETRI, Korea); Yang Koo Lee (ETRI, Korea); Jun Wook Lee (AIBlab, Korea); Woojin Kim and Daesub Yoon (ETRI, Korea)

Poster Session P-6-31 Distributed Computing Architecture for Logistic Job Allocation in Smart FactoryPhilip T. Daely (Kumoh National Institute of Technology, Korea & Institut Teknologi Telkom Surabaya, Indonesia); Alifia Putri Anantha, Jae Min Lee and Dong Seong Kim (Kumoh National Institute of Technology, Korea)

Poster Session P-6-32 A study of Efficient Small Data Transmission in Industry IoT based 3GPP NB-IoT SystemHwang You-sun, JaeSheung Shin and Sookyang Kang (ETRI, Korea)

Poster Session P-6-33 Time Synchronization Method for LPWA Using Simple Sync Procedure in IoT Wireless NetworkSunghwan Kang and Joonyoung Eom (IREXNET Co., Ltd., Korea); Junseok Eom (ToICoS Inc., Korea); SeongIn Kang (Korea Expressway Corporation, Korea)

Poster Session P-6-34 Implementation of an UAV Real-Time Wireless Communication System Using Wi-FiJungyu Choi, Zhihui Jin and Sungbin Im (Soongsil University, Korea)

Poster Session P-6-35 Visualization and Interaction System for Hologram-LikeJuHwan Kim and Dongsik Jo (WonKwang University, Korea)

Poster Session P-6-36 Dynamic Analysis Tool for IoT DeviceDaeil Jang (Korea Internet Security Agency, Korea); Taeeun Kim and Dowon Kim (Korea Internet Security Agency, Korea)

Poster Session P-6-37 Federated Reinforcement Learning for Automatic Control in SDN-based IoT EnvironmentsHyun-Kyo Lim, Ju-Bong Kim, Sang-Youn Kim and Youn-Hee Han (Korea University of Technology and Education, Korea)

Poster Session P-6-38 GPU-specific Task Offloading in the Mobile Edge Computing NetworkNamkyu Kim and Yunseong Lee, Yunseong Lee, Chunghyun LeeThe-Vi Nguyen and Van Dat Tuong (Chung-Ang University, Korea); Woongsoo Na(ETRI, Korea; Laihyuk Park (Seoul National University of Science and Technology, Korea) ;Sungrae Cho (Chung-Ang University, Korea)

Poster Session P-6-39 Smart Device for Ice Fission Determination using Fourier's Law on ATMega32pGabriel Avelino R Sampedro, Jae Min Lee and Dong Seong Kim (Kumoh National Institute of Technology, Korea)

Poster Session P-6-40 Attack Detection in Fog Layer for IIoT Based on Machine Learning ApproachMareska Pratiwi Maharani (Kumoh National Institute of Technology, Korea); Philip T. Daely (Kumoh National Institute of Technology, Korea & Institut Teknologi Telkom Surabaya, Indonesia); Jae-Min Lee and Dong Seong Kim (Kumoh National Institute of Technology, Korea)

Poster Session P-6-41 Design of SW Framework for Trustworthy AI-Data CommonsSunhwan Lim (ETRI, Korea)


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Poster Session P-6-42 The Study of Customer Satisfaction Index Characteristic with Local Water Supply ServiceJunseok Eom and Taewook Choi (ToICoS Inc., Korea); Yungsuk Yoon (Manager of K-water, Korea); Kyung Geun Lee (Sejong University, Korea)

Poster Session P-6-43 Edge Computing-Based Anomaly Detection for Multi-Source Monitoring in Industrial Wireless Sensor NetworksAlifia Putri Anantha (Kumoh National Institute of Technology, Korea); Philip T. Daely (Kumoh National Institute of Technology, Korea & Institut Teknologi Telkom Surabaya, Indonesia); Jae Min Lee and Dong Seong Kim (Kumoh National Institute of Technology, Korea)

Poster Session P-6-44 Extension of Rule-based SLICE Platform With Deep Learning ModelHyunhak Kim, Young-Ho Suh and Sungpil Woo (ETRI, Korea); Dong-Hwan Park (ETRI, Korea)

Poster Session P-6-45 A UAV-assisted Blockchain Based Secure Device-to-Device Communication Using Bloom Filter in Internet of Military ThingsMohammad Golam Mohtasin (Kumoh National Institute of Technology (KIT) & IT Convergence, Korea); Jae Min Lee and Dong Seong Kim (Kumoh National Institute of Technology, Korea)

Poster Session P-6-46 The method for providing of parking location guidance service in a smart parking lotEunjoo Kim, Woongshik You and Cheol Sig Pyo (ETRI, Korea)

Poster Session P-6-47 ISG: Interworking System for Semantic data representation in Graph DBJiEun Lee and Jonggwan An (Sejong University, Korea); SeungMyeong Jeong (KETI, Korea); JaeSeung Song (Sejong University, Korea)

Poster Session P-6-48 Acquisition of Tactile Information from Point CloudHee Jun Ahn (KyungHee University, Korea); Een-Kee Hong (Kyunghee University, Korea)

Poster Session P-6-49 A study on the modeling of the IoT-based motion pattern analysis system to exterminating harmful wild animalsHyunddo Yoon (KETI, Korea); So Young Kim and Yea Sol Jang (KETI, Korea); MinSik Ghil (ToBeSystem, Korea); Wan Yong Rha (Shinsung University, Korea); Seok Yoon (Dangjin Agricultural Technology Center, Korea)

Poster Session P-6-50 Investigation on the Effect of Mental Workload on the Time-related Take-over PerformanceJungsook Kim (ETRI, Korea); Hyunsuk Kim (ETRI, Korea); Woojin Kim, Seung-Jun Lee and Daesub Yoon (ETRI, Korea)

Poster Session P-6-51 Performance of RPL Routing Protocol over Multihop Power Line Communication NetworkMingyu Park (Chung-Ang University, Korea); Gunmo Jeong and Heedeok Son (Chung-Ang University, Korea, Korea); Jeongyeup Paek (Chung-Ang University, Korea)

Poster Session P-6-52 A Study on Blockchain-based Music Distribution Framework: Focusing on Copyright ProtectionAhyoung Kim (ETRI, Korea)

Poster Session P-6-53 Design of Greenhouse Heat Control Scheme: Uniform Heat Transfer ApproachDong-Hee Noh, Sunghwan Jeong and Choi Ju-Hwan (KETI, Korea)


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Poster Session P-6-54 Performance Measurement of GraphQL API in Home ESS Data ServerEunggi Lee, Kiwoong Kwon and Jungmee Yun (KETI, Korea)

Poster Session P-6-55 Computational Holographic Imaging based on Volume Holographic Optical Element for Color Dispersion Free Holographic Virtual DisplayYong Seok Hwang and Eun-Soo Kim (Kwangwoon University, Korea)

Poster Session P-6-56 Pinhole based Table Top Light-Field Holographic Display with High Optical EfficiencyYong Seok Hwang and Eun-Soo Kim (Kwangwoon University, Korea)

Poster Session P-6-57 Research on how to prevent online counterfeiting with blockchain-based cross border data sharingHeongu Lee (Office of Strategic R&D Planning, Korea); Changhak Yeon (BlockOdyssey, Korea)

Poster Session P-6-58 A Survey on Drone Simulation Software TechnologiesYeongeun Kang and Joongheon Kim (Korea University, Korea)


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Registration

• Author Registration Deadline : September, 23, 2020• Early Registration Deadline: September, 23, 2020• Non-author Registration Deadline: October, 12, 2020

Registration Policy1. To be published in the ICTC 2020 Conference Proceedings, a minimum of one author from each accepted

paper MUST register at the Regular registration fee (member or non-member) and the paper must be presented at the conference.

2. “Member” rates apply to members of IEEE (Institute of Electrical and Electronics Engineers), IEICE (The Institute of Electronics, Information and Communication Engineers), KICS (Korea Institute of Communications and Information Science), and CIC (China Institute of Communications).

3. A valid student ID is required at the registration desk to check the eligibility for student-rate registration.4. ALL registrations include access to all conference sessions (paper, plenary, industrial, special, technical,

and workshop), conference proceedings and coffee breaks, luncheon, and a ticket for banquet5. Non-refundable author registration fees must be paid prior to the early registration due (September 23, 2020).6. For non-author registrations, absolutely no cancellations/refunds will be accepted after September 23, 2020.

Registration Fee

Member / Non-member

US $ (International) KRW (₩) *

RegularEarly Birds $600 / $660 ₩600,000 / ₩660,000

On-Site $660 / $770 ₩660,000 / ₩770,000

Student*Early Birds $400 / $450 ₩400,000 / ₩450,000

On-Site $450 / $500 ₩450,000 / ₩500,000

International Virtual Authors** Early Birds $200 / $220 ₩200,000 / ₩220,000

* Student : Students who do not present a paper** International Virtual Author : Authors from institutions outside Korea may present their paper using online

video due to the COVID-19. In this case, the registration fee will be discounted to USD 200 from USD 600.

Contact InformationIf you have any questions, please contact Registration Secretariat of ICTC 2020 at [email protected]

- Tel: +82-2-3453-5555

- Fax: +82-2-539-5588


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Venue

Ramada Plaze Jeju

Web Site: http://www.ramadajeju.co.kr/ENG/

Ramada Plaza Jeju has been founded and financed by the Korean Teachers Credit Union under a franchise agreement with Ramada International as the highest grade hotel “Ramada Plaza”. Designed after the Northern European cruise ship SILJA LINE, this resort-type business hotel opened on July 1 2003 with 400 rooms and suites in a building with 9 floors above ground and 1 underground floor.The hotel with unique, prestige interior designs has various types of rooms and suites, and banquet halls in different sizes including Grand Ballroom capable of accommodating up to 1,500 guests for seminars, meetings, and wedding ceremonies. With other convenient and versatile facilities, Ramada Plaza Jeju provides guests with some of the best hotel services and experience.

Ramada Plaze Jeju Address: 66 Tapdong-ro, Jeju-si, Jeju IslandTEL. +82-64-729-8100 | E-mail : [email protected]


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Transportation to and from Hotel

From Jeju International Airport to Ramada Plaza JejuTo Yongmun rotary →Hancheon Bridge →Seomun Market →Turn left at Seomun Sageori (four-way intersection) →Go straight to Tapdong-roTotal of 3.8km | 10 minutes

From Jeju Port to Ramada Plaza JejuTurn left at Imhang-ro → right side to Yongduam/Tap-dongTotal of 2.2km | 6 minutes


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Travel Information

Hallasan National ParkHallasan stands out at the center of South Korea's southernmost island, boasting exquisite landscapes due to its varied volcanic topography and vegetation distribution ranging vertically through the subtropical, temperate, frigid and alpine zones. The special nature of this area led to its being designated and managed as a national park in 1970, a UNESCO Biosphere Reserve in 2002, a World Natural Heritage Site in 2007. Muljangori Oreum registered as a Ramsar Wetland in 2008.

Jeju Olle “Olle” [Ole] is the Jeju word for a narrow pathway that is connected from the street to the front gate of a house. Hence, “Olle” is a path that comes out from a secret room to an open space and a gateway to the world. If the road is connected, it is linked to the whole island and the rest of the world as well. It has the same sound as “Would you come?” in Korean, so Jeju's “Olle” sounds the same as ‘Would you come to Jeju?’. The first trail route was opened to the public in September, 2007. Since then, the Jeju Olle exploration team has created a combined total of 200km of walking trails in Jeju island. Currently eleven trail routes have been opened to walkers and the trail exploration team is still working on new routes.

Udo (Cow Islet) The island was named "Udo" or "Cow Island" as its contours look like a cow lying down on the ground. There are 8 scenic wonders of Udo: day and night(Judan-myeongwol and Yahang-eobeom), sky and earth (Cheonjin-gwansan and Jidu-cheongsa), front and back (Jeonpo-mangdo and Huhae-seokbyeok), and east and west (Dongan-gyeonggul and Seobin-baeksa). The movie "In October" and "The mermaid" were shot at Cow Island, capitalizing on its picturesque scene of a fishing village and a lush, peaceful grassy field. The white sand beach facing the indigo and turquoise sea of Jeju is very impressive.

Seongsan Ilchulbong (Sunrise Peak)99 rocky peaks surround the crater like a fortress and the gentle southern slope connected to water is a lush grassland. On the grassland at the entrance of Sunrise Peak, you can enjoy horseback riding. Breathtaking scenic views while taking a rest in the middle of climbing up the peak such as Mount Halla, the deep blues of the ocean, the multi-colored coast line, and the picturesque neighboring villages will become unforgettable memories.

SeopjikojiJutting out at the eastern seashore of Jeju Island, Seopji-Koji is one of the most scenic views with the bright yellow canola and Seongsan Sunrise Peak as a backdrop. The pristine beauty of Jeju can be seen in Seopji-koji. Sinyang Beach, a meadow filled with canola flowers, peacefully grazing Jeju ponies, a rocky sea cliff, and a towering legendary large rock (Sunbawe) all combine to make nature s masterpiece. Unlike the other coastal areas of Jeju, it has red volcanic rock (songi) and strangely-shaped rocks that at low tide transform this area into a breath-taking stone exhibition gallery.


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Travel Information

Manjang Cave Manjang Cave, situated at Donggimnyeong-ri, Gujwa-eup, North Jeju, 30 kilometers east of Jeju City, was designated as Natural Monument No. 98 on March 28, 1970. The 7,416-meter long cave has been officially recognized as the longest lava tube in the world. The annual temperature inside the cave ranges from 11℃ to 21℃, thus facilitating a favorable environment throughout the year. The cave is also academically significant as rare species live in the cave. Created by spewing lava, "the lava turtle", "lava pillar", and "Wing-shaped Wall" look like the work of the gods. It is considered to be a world class tourist attraction.

Gimnyeong Maze ParkThis park was opened to the public in 1997 after its development was begun in 1987. In the area of about 3300 square meters, there are 1232 Leylandii trees and two Gold Leylandii trees from England. The overall extended length of labyrinth is 932 m and the shortest course between entrance and exit is 190 m long. Manjang Cave Culture Center, located between Manjang Cave and Gimnyeoungsa Cave, is a part of Manjang Cave tourist complex which is currently being expanded. Three bridges totaling 46 m and an observatory give visitors ample opportunities for picture taking.

Mysterious Road (Dokkaebi Road)On Mysterious Road (or Bugaboo Road), a parked car on a slight hill road rolls uphill instead of going downhill. This is a result of an optical illusion in which the lower part looks higher because of its surrounding environment.

Cheonjiyeon Waterfall The waterfall falls from a precipice with thundering sounds, creating white water pillars. It has the name Cheonjiyon, meaning ‘the heaven and the earth meet and create a pond’. At 22 m in height and 12 min width, the waterfall tumbles down to the pond to produce awe-inspiring scenery. The valley near the waterfall is home to Elaeocarpus sylvestrisvar, ellipticus, which is Natural Monument No. 163, Psilotum nudum, Castanopsis cuspidatavar.sieboldii, Xylosma congestum, Camellia and other subtropical trees. This place is also famous as home to the eel of Anguilla mauritiana, which is Natural Monument No. 27 and is active primarily at night.

Jeju International Convention Center (ICC)The International Conventional Center Jeju serves as a world class venue for hosting a variety of different large-scale international events. With the vast Pacific Ocean at its front and majestic Mt. Halla towering behind it as a backdrop, ICC Jeju, standing 5 stories above ground and two levels underground, sprawls over 54,700 square meters of land. As ICC Jeju is nestled right in the middle of the Jungmun Tourism Resort Complex, major tourist sites such as Yeomiji Botanical Garden, Teddy Bear Museum, Jungmun Beach, Fishing Village Museum, Cheonjeyeon Waterfall, Jusangseolli, Gangjeong Resort, Yakcheonsa Temple and Beophwasa Temple are located conveniently nearby.


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