PCOG Yearly Meeting 2020

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University of Luxembourg Multilingual. Personalized. Connected. PCOG Yearly Meeting 2020 Daniel H. Stolfi 1 Dec 14 th , 2020 1 SnT - Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg, Luxembourg

Transcript of PCOG Yearly Meeting 2020

Page 1: PCOG Yearly Meeting 2020

University of LuxembourgMultilingual. Personalized. Connected.

PCOG Yearly Meeting 2020

Daniel H. Stolfi1

Dec 14th , 2020

1SnT - Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg, Luxembourg

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PROJECT HUNTED

Heterogeneous multi-swarms of UNmanned auTonomous systEms for mission Deployment

Heterogeneous multi-swarms: UAV, UGV, UMV, etc.Chaotic trajectoriesModels divided into three classes:

I Inter-swarm levelI Intra-swarm levelI Networking and communication

Supported by the Department of Navy award N62909-18-1-2176issued by the Office of Naval Research.

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HETEROGENEOUS MULTI-SWARMS

UAVs, UGVs, and UMVs

Intelligent intruders

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CHAOTIC TRAJECTORIES

Rössler Chaotic Attractor

Mobility Models:

CROMM

CACOC+

ABISS

CROMM-MS (*)

CONSOLE (*)

(*) Under major review.

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MOBILITY MODELS

CROMM CACOC+ CONSOLE

ABISS4/5

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OPTIMISATION TECHNIQUES

Parameter optimisation to improve coverage, detection rates, consumption, . . .Evolutionary Algorithms

Cooperative/Collaborative Coevolutionary Generic Algorithms

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