UAV Anti-Jamming Communications With Power and Mobility Control

被引:5
|
作者
Wang, Haichao [1 ]
Ding, Guoru [1 ]
Chen, Jin [1 ]
Zou, Yulong [2 ]
Gao, Feifei [3 ]
机构
[1] Army Engn Univ, Coll Commun Engn, Nanjing 210007, Peoples R China
[2] Nanjing Univ Posts & Telecommun, Sch Telecommun & Informat Engn, Nanjing 210003, Peoples R China
[3] Tsinghua Univ, Beijing Natl Res Ctr Informat Sci & Technol, Dept Automa, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
UAV communications; anti-jamming; reward region; power control; trajectory optimization; TRAJECTORY DESIGN; STACKELBERG GAME; NETWORKS; TRANSMISSION; PLACEMENT;
D O I
10.1109/TWC.2022.3228265
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Unmanned aerial vehicle (UAV)-enabled air-ground integrated communication systems are vulnerable to jamming attack, mainly due to the high probability with line-of-sight wireless channel conditions. Although a few UAV anti-jamming transmission schemes have been recently proposed, the fundamental performance limits by simultaneously considering the UAV and jammer's mobility have not yet been reported. These observations motivate us to formulate an interactive reward region (IRR) characterization problem for the scenario that the UAV and the jammer compete with each other to maximize their respective rewards via power and mobility control. Then, we propose a transmit and jamming power optimization algorithm to characterize the IRR with power control, by leveraging successive convex approximation technique, where two transmit power design schemes are given in closed-form expressions from a game-theoretic perspective. Furthermore, the IRR with joint power and mobility control is characterized based on alternating optimization, in which both the UAV and jammer can simultaneously adjust their power and trajectories. Finally, extensive simulation results reveal that joint transmit power and trajectory optimization can enlarge the IRR, and increasing the UAV mobility and flight time length improves the UAV reward.
引用
收藏
页码:4729 / 4744
页数:16
相关论文
共 50 条
  • [1] Anti-Jamming Trajectory and Power Design for Cognitive UAV Communications
    Gao, Yufang
    Wu, Yang
    Cui, Zhichao
    Yang, Wendong
    Li, Ning
    IWCMC 2021: 2021 17TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE (IWCMC), 2021, : 1370 - 1375
  • [2] Power Control Stackelberg Game in Cooperative Anti-Jamming Communications
    Li, Yan
    Xiao, Liang
    Liu, Jinliang
    Tang, Yuliang
    2014 5TH INTERNATIONAL CONFERENCE ON GAME THEORY FOR NETWORKS (GAMENETS), 2014,
  • [3] Anti-Jamming Communications in UAV Swarms: A Reinforcement Learning Approach
    Peng, Jinlin
    Zhang, Zixuan
    Wu, Qinhao
    Zhang, Bo
    IEEE ACCESS, 2019, 7 : 180532 - 180543
  • [4] Power control games for multi-user anti-jamming communications
    Long Yu
    Qihui Wu
    Yuhua Xu
    Guoru Ding
    Luliang Jia
    Wireless Networks, 2019, 25 : 2365 - 2374
  • [5] Power control games for multi-user anti-jamming communications
    Yu, Long
    Wu, Qihui
    Xu, Yuhua
    Ding, Guoru
    Jia, Luliang
    WIRELESS NETWORKS, 2019, 25 (05) : 2365 - 2374
  • [6] Radio Map Assisted Path Planning for UAV Anti-Jamming Communications
    Dong, Yangrui
    He, Chen
    Wang, Ziteng
    Zhang, Lin
    IEEE SIGNAL PROCESSING LETTERS, 2022, 29 : 607 - 611
  • [7] Towards reinforcement learning in UAV relay for anti-jamming maritime communications
    Chuhuan Liu
    Yi Zhang
    Guohang Niu
    Luliang Jia
    Liang Xiao
    Jiangxia Luan
    Digital Communications and Networks, 2023, 9 (06) : 1477 - 1485
  • [8] Towards reinforcement learning in UAV relay for anti-jamming maritime communications
    Liu, Chuhuan
    Zhang, Yi
    Niu, Guohang
    Jia, Luliang
    Xiao, Liang
    Luan, Jiangxia
    DIGITAL COMMUNICATIONS AND NETWORKS, 2023, 9 (06) : 1477 - 1485
  • [9] Survey on cognitive anti-jamming communications
    Aref, Mohamed A.
    Jayaweera, Sudharman K.
    Yepez, Esteban
    IET COMMUNICATIONS, 2020, 14 (18) : 3110 - 3127
  • [10] Control simulation and anti-jamming verification of quadrotor UAV Based on Matlab
    Chen, Zheyi
    Xu, Bing
    2020 5TH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATICS AND BIOMEDICAL SCIENCES (ICIIBMS 2020), 2020, : 70 - 75