A Game-Theoretic Perspective on Resource Management for Large-Scale UAV Communication Networks
A Game-Theoretic Perspective on Resource Management for Large-Scale UAV Communication Networks作者机构:Key Laboratory of Dynamic Cognitive System of Electromagnetic Spectrum SpaceMinistry of Industry and Information TechnologyCollege of Electronic and Information EngineeringNanjing University of Aeronautics and AstronauticsNanjing 211106China State Key Laboratory of Air Traffic Management System and TechnologyNanjing 210014China th Research Institute of China Electronics Technology Group CorporationNanjing 210007China College of Communications EngineeringArmy Engineering University of PLANanjing 210007China
出 版 物:《China Communications》 (中国通信(英文版))
年 卷 期:2021年第18卷第1期
页 面:70-87页
核心收录:
学科分类:080904[工学-电磁场与微波技术] 12[管理学] 0809[工学-电子科学与技术(可授工学、理学学位)] 07[理学] 08[工学] 070105[理学-运筹学与控制论] 0810[工学-信息与通信工程] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 080402[工学-测试计量技术及仪器] 0804[工学-仪器科学与技术] 082503[工学-航空宇航制造工程] 081001[工学-通信与信息系统] 0825[工学-航空宇航科学与技术] 0701[理学-数学]
基 金:This work was supported by National Key R&D Program of China under Grant 2018YFB1800802 in part by the National Natural Science Foundation of China under Grant No.61771488,No.61631020 and No.61827801 in part by State Key Laboratory of Air Traffic Management System and Technology under Grant No.SKLATM201808 in part by Postgraduate Research and Practice Innovation Program of Jiangsu Province under No.KYCX190188
主 题:large-scale UAV communication networks resource management game-theoretic model
摘 要: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 *** it poses numerous advantages,resource management among various domains in large-scale UAV communication networks is the key challenge to be solved ***,due to the inherent requirements and future development trend,distributed resource management is *** 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 *** exploring the inherent features,the distinctive challenges are ***,we explore several gametheoretic models that not only combat the challenges but also have broad application *** provide the basics of each game-theoretic model and discuss the potential applications for resource management in large-scale UAV communication ***,mean-field game,graphical game,Stackelberg game,coalition game and potential game are *** that,we propose two innovative case studies to highlight the feasibility of such novel game-theoretic ***,we give some future research directions to shed light on future opportunities and applications.