UAV Communication Against Intelligent Jamming: A Stackelberg Game Approach with Federated Reinforcement Learning

被引:0
|
作者
Yin, Ziyan [1 ]
Li, Jun [1 ]
Wang, Zhe [2 ]
Qian, Yuwen [1 ]
Lin, Yan [1 ]
Shu, Feng [3 ]
Chen, Wen [4 ]
机构
[1] Nanjing University of Science and Technology, School of Electronic and Optical Engineering, Nanjing,210094, China
[2] Nanjing University of Science and Technology, School of Computer Science and Engineering, Nanjing,210094, China
[3] Hainan University, School of Information and Communication Engineering, Haikou,570228, China
[4] Shanghai Jiao Tong University, Department of Electronic Engineering, Shanghai,200240, China
关键词
Engineering Village;
D O I
暂无
中图分类号
学科分类号
摘要
Aerial vehicle - Anti-jamming - Federated reinforcement learning - Game - Jamming - Receiver - Reinforcement learnings - Resources allocation - Stackelberg Games - Stochastic stackelberg game - Stochastics - Unmanned aerial vehicle
引用
收藏
页码:1796 / 1808
相关论文
共 50 条
  • [1] Anti-jamming transmission in UAV communication networks: A Stackelberg game approach
    Xu, Yifan
    Ren, Guochun
    Chen, Jin
    Jia, Luliang
    Xu, Yuhua
    [J]. 2017 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), 2017, : 448 - 453
  • [2] Anti-jamming transmission in softwarization UAV network: a federated deep reinforcement learning approach
    Haitao Li
    Xin Lv
    Hao Zhang
    Jiawei Huang
    [J]. Wireless Networks, 2024, 30 : 923 - 937
  • [3] Anti-jamming transmission in softwarization UAV network: a federated deep reinforcement learning approach
    Li, Haitao
    Lv, Xin
    Zhang, Hao
    Huang, Jiawei
    [J]. WIRELESS NETWORKS, 2024, 30 (02) : 923 - 937
  • [4] UAV Intelligent Approach Jamming Wireless Communication System
    Luo, Sumeng
    Liu, Xin
    [J]. 2023 3rd International Conference on Neural Networks, Information and Communication Engineering, NNICE 2023, 2023, : 427 - 432
  • [5] Against Jamming Attack in Wireless Communication Networks: A Reinforcement Learning Approach
    Ma, Ding
    Wang, Yang
    Wu, Sai
    [J]. ELECTRONICS, 2024, 13 (07)
  • [6] AFRL: Adaptive Federated Reinforcement Learning for Intelligent Jamming Defense in FANET
    Mowla, Nishat, I
    Tran, Nguyen H.
    Doh, Inshil
    Chae, Kijoon
    [J]. JOURNAL OF COMMUNICATIONS AND NETWORKS, 2020, 22 (03) : 244 - 258
  • [7] Reinforcement Learning Based UAV Swarm Communications Against Jamming
    Lv, Zefang
    Niu, Guohang
    Xiao, Liang
    Xing, Chengwen
    Xu, Wenyuan
    [J]. IEEE International Conference on Communications, 2023, 2023-May : 5204 - 5209
  • [8] Reinforcement Learning based UAV Swarm Communications Against Jamming
    Lv, Zefang
    Niu, Guohang
    Xiao, Liang
    Xing, Chengwen
    Xu, Wenyuan
    [J]. ICC 2023-IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, 2023, : 5204 - 5209
  • [9] UAV Relay in VANETs Against Smart Jamming With Reinforcement Learning
    Xiao, Liang
    Lu, Xiaozhen
    Xu, Dongjin
    Tang, Yuliang
    Wang, Lei
    Zhuang, Weihua
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2018, 67 (05) : 4087 - 4097
  • [10] Multifactor Incentive Mechanism for Federated Learning in IoT: A Stackelberg Game Approach
    Chen, Yuling
    Zhou, Hui
    Li, Tao
    Li, Jin
    Zhou, Huiyu
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (24) : 21595 - 21606