Random Matrix for Wireless Communications
Transcript of Random Matrix for Wireless Communications
1
Random Matrix for Wireless Communications
Mérouane DebbahMathematical and Algorithmic Sciences Lab, Huawei, France
20th of July, 2018
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Huawei [Wow Way]
180,000Employees
1580,000 No. 70170+ No. 83R&D Institutes
& Centers
R&D employees
Interbrand'sTop 100 Best Global Brands
Countries Fortune Global 500
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Fortune Global 500
197 companies in
GlobalJanuary to September, 2017
70%+ of revenues from global top 50
carriers
ChinaMay, 2017
21%14.3%
Hundreds of millions of consumers
ConsumerProducts & Services
A brand loved by global consumers
Global carriers
CarrierProducts & Services
Best strategic partner for carriers
Global enterprises, industries
EnterpriseProducts & Services
Enabler and preferred partner for digital transformation
Leading ICT Products, Solutions, and Services
CloudProducts & Services
An open, reliable cloud platform
Global cloud users
94 cloud services in
13categories
50+solutions
Top 3 in smartphone market shareServing global industries/
large enterprisesFast growth, reliable and secure services for customers
45 companies inFortune Global
100
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Open Innovation with Global Talents
Munich
San Diego
Silicon Valley
Dallas
Ottawa
Paris
Moscow
Beijing
SuzhouChengdu
Xi'an Nanjing
Bangalore
HangzhouWuhan
New Jersey
Chicago
Mathematics
Software, architecture, innovation, and
devices
Wireless, devices, and engineering
Stockholm
Fixed network, engineering, and quality
Microwave
Milan
Mathematics, aesthetics, and
images
Wireless and system
Singapore
Seattle
YokohamaShanghai
Wireless (short-distance)
Software engineering
Optical network and devices
Helsinki
London
Engineering, parts, audio & video, and
quality
Shenzhen
Huawei has established R&D centers in 16 cities outside of China and 8 cities in China. In the centers outside China, non-Chinese
experts account for over 90%.
The US: 800 employees (Silicon Valley, Seattle, San Diego, Dallas, and Chicago)
Canada: 300 employees (Ottawa, Montreal, Waterloo)
European Research Institute: 1,570 employees (Germany, France, the UK, Ireland, Sweden, Finland, Belgium, Italy)
India: 1,700 employees Japan: 100 employeesRussia: 200 employees Singapore: 60 employees China: +70,000 employees
11 Billion USD in R&D in 2016(14% of Revenues)> 3.5 Billion USD in Research
200 people on AI Theory
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18 local R&D-sites throughout 8 EU-countries created 1800 jobsplus Moscow and St. Petersburg, Russia, Tel Aviv, Israel, Kiev, Ukraine
Huawei European Research Institute: Structure
Establishment in Stockholm
2000
Dec 2007
Apr 2009
Mar 2009
Dec 2008
Total People in Sweden 50+
Establishment of Bonn CentreMar 2008
Jun 2008 Establishment of Milan Branch
Major Movement from Bonn to Munich
Establishment of Gothenburg branch
Establishment of Belgium Branch
Jan 2012 Establishment of UK Branch
Sept 2011 Establishment of Nuremberg Branch
Dec 2012 Establishment of Finland and Ireland branches
Mar 2016
Acquisition of CaliopaAug.2013
Establishment of France BranchOct.,2013
Aestethics research FranceMarch 2015
Quantum Commun. Germany
Jan 2017 Res. Lab in St. Petersburg Russia
IpswichDublin & Cork
Munich
Milan
LeuvenParis
Nice
Gent
Nuremburg
Berlin
Gothenburg
Lund HelsinkiStockholm
Bristol
Cambridge
Darmstadt
Areas of interest : 5G wireless IoT and embedded systems Network and SW inc. NFV, SDN Optical transmission and quantum computing Big data and cloud HW and SWIT- security Terminals and devices Silicon and above applications
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Huawei France Research Center (Paris / Nice)
Nice (Sophia Antipolis)
Paris
Created in: June 2014
R&D Staff (Jan 2018): +140
Mathematics & Algorithm lab
Consumer BG
Chipset (ISP & RF-IC teams)
Sensor Applications lab
4 R&D labs :
French Mathematical and Algorithmic Sciences Lab Overview
• Located in Boulogne Billancourt
• 70 researchers at PhD level + 11 PhDs students
• Mid-term and basic research
• 2 IEEE Fellow (Mérouane Debbah; Jean Claude Belfiore)
• 3 departments:
Communication Science
Computational Science
Mathematical Engineering Science
• Focus: 5G, beyond 5G, Optics, AI for telecom and SDN
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From Fundamental to Engineering
Fundamental Research Applied Research
In-house research and development
In-house research and cooperation
StrategicCooperation
Engineering
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HIRP: Huawei Research and Innovation Program
HIRP provides funding to support research of emerging, breakthrough innovation and critical advancement of world-changing civil technologies of mutual interest between Huawei and the academic community.Large Scale: 800+ projects over 10 years
Flexible schedule: awards may be renewed up to 3 years, based
on research outcomes and necessity for further research
Outstanding candidates: full-time faculty member at leading
universities or research institutions only
Long term Win-Win relationship
State-of-art Research
IndustrialAcademicCutting edge NeedsInnovation Seeds
HIRP
Vision:Foster research and innovation in ICT area to enable a better connected world.
HIRP FLAGSHIP HIRP ExploratoryHIRP OPEN
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20 Advanced Mathematical Tools for Engineering
Discipline of Random Matrix Theory Discipline of Free Probability Theory Discipline of Stochastic Geometry Discipline of Discrete Mathematics Discipline of Statistics Discipline of Game Theory Discipline of Mean Field Theory Discipline of Information Theory Discipline of Signal Processing Discipline of Queuing Theory Discipline of Estimation Theory Discipline of Decision theory Discipline of Probability Theory Discipline of Optimization Theory Discipline of Statistical Mechanics Discipline of Factor Graphs Discipline of Control Theory Discipline of Learning theory Discipline on Partial Differential Equations Theory Discipline of Optimal Transport Theory