A Game-Theoretic Perspective on Resource Management for Large-Scale UAV Communication Networks

Jiaxin Chen; Ping Chen; Qihui Wu; Yuhua Xu; Nan Qi; Tao Fang

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A Game-Theoretic Perspective on Resource Management for Large-Scale UAV Communication Networks

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As a result of rapid development in electronics and communication technology,large-scale unmanned aerial vehicles(UAVs)are harnessed for various promising applications in a coordinated manner.Although it poses numerous advantages,resource management among various domains in large-scale UAV communication networks is the key challenge to be solved urgently.Specifically,due to the inherent requirements and future development trend,distributed resource management is suitable.In this article,we investigate the resource management problem for large-scale UAV communication networks from game-theoretic perspective which are exactly coincident with the distributed and autonomous manner.By exploring the inherent features,the distinctive challenges are discussed.Then,we explore several gametheoretic models that not only combat the challenges but also have broad application prospects.We provide the basics of each game-theoretic model and discuss the potential applications for resource management in large-scale UAV communication networks.Specifically,mean-field game,graphical game,Stackelberg game,coalition game and potential game are included.After that,we propose two innovative case studies to highlight the feasibility of such novel game-theoretic models.Finally,we give some future research directions to shed light on future opportunities and applications.

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《中国通信：英文版》 |2021年第1期|70-87|共18页
作者
Jiaxin Chen; Ping Chen; Qihui Wu; Yuhua Xu; Nan Qi; Tao Fang;
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作者单位

Key Laboratory of Dynamic Cognitive System of Electromagnetic Spectrum Space;

Ministry of Industry and Information Technology;

College of Electronic and Information Engineering;

Nanjing University of Aeronautics and Astronautics;

Nanjing 211106;

China;

State Key Laboratory of Air Traffic Management System and Technology;

Nanjing 210014;

China;

th Research Institute of China Electronics Technology Group Corporation;

Nanjing 210007;

China;

College of Communications Engineering;

Army Engineering University of PLA;

Nanjing 210007;

China;

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原文格式 PDF
正文语种 chi
中图分类各类型航空器;
关键词
large-scale UAV communication networks; resource management; game-theoretic model;

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3. The Sharing Management of Digital Communication Network Resource [J] . ZHONG Juan ,LAI Honghui . International Journal of Technology Management . 2013,第006期
4. NOMA-Based UAV-Aided Networks for Emergency Communications [J] . Wanmei Feng ,Jie Tang ,Nan Zhao . 中国通信 . 2020,第011期
5. A game-theoretic perspective on rough set analysis [C] . YAO Jing-tao ,HERBERT Joseph P . 2008国际知识技术论坛(IFKT2008) . 2008
6. Dynamic Reservation and Deep Reinforcement Learning based Autonomous Resource Management for Wireless Virtual Networks [A] . Gebrekidan Tesfay Zemuy . 2018

A Game-Theoretic Perspective on Resource Management for Large-Scale UAV Communication Networks

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