高技术通讯2025，Vol.35Issue(11)：1188-1200,13.DOI:10.3772/j.issn.1002-0470.2025.11.004
博弈论视角下无人机通信网络中资源管理优化研究综述
Survey on resource management optimization in unmanned aerial vehicle communication networks from a game theory perspective
摘要
Abstract
With the expanding application of unmanned aerial vehicle(UAV)communication networks in both civilian and military sectors,the efficient,reliable,and low-latency management of UAV network resources has become crucial.This paper provides a comprehensive analysis of resource management optimization in UAV communication networks from the perspective of game theory,addressing the management challenges of key resources such as air-space,communication resources,energy,and computing resources.It delves into the application of game theory in optimizing UAV resource management,covering various game theory models such as potential games,evolutionary games,coalition games,Stackelberg games,and graph games.Through case studies,the research demonstrates the application of these theoretical models in spectrum and channel bandwidth optimization,computational offloading,route planning and conflict avoidance,and cooperative task and utility optimization.Additionally,the study ex-plores the effective integration of game theory and reinforcement learning,as well as the combined application of multiple game theory models,providing new perspectives and methodologies for future research on UAV communi-cation network resource management optimization.关键词
无人机/通信网络/博弈论Key words
unmanned aerial vehicle/communication network/game theory引用本文复制引用
ZUO Huaiyu,ZHANG Erqing,TANG Yulong,DONG Wu..博弈论视角下无人机通信网络中资源管理优化研究综述[J].高技术通讯,2025,35(11):1188-1200,13.基金项目
北京市教育委员会出版学新兴交叉学科平台建设(04190123001/003),北京市数字教育研究重点课题(BDEC2022619027),北京市高等教育学会2023年立项面上课题(MS2023168),北京印刷学院校级科研(20190122019,Ec202303,Ea202301,E6202405)和北京印刷学院学科建设和研究生教育专项(21090122012,21090323009)资助项目. （04190123001/003）
