An Evolutionary Dynamics Game in Cooperative Spectrum Sensing

被引:0
|
作者
Yan, Li [1 ]
Zhen, Yang [1 ]
机构
[1] Nanjing Univ Posts & Telecommun, Nanjing 210003, Jiangsu, Peoples R China
关键词
cognitive radios; cooperative spectrum sensing; distributed learning algoritm; dynamics game; COGNITIVE RADIO; NETWORKS;
D O I
暂无
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
Cooperative spectrum sensing has greatly improved the performance of the cognitive radio. If the cognitive users belong to different groups, they seem to be less insenstive to achieve a higher throughput. In this paper, an evolutionary game framework is proposed to study the interactions between selfish users in the cooperative sensing. We compaire the dynamics and the stationary strategy of the secondary users, and propose a distributed learning algoritm that helps the secondary users approach the Nash equilibrium with local payoff observation only. Simulation results show that, in the cooperative sensing game, the average throughput with more than two secondary users is higher than that when the secondary users sense the primary user in dividually without cooperation.
引用
收藏
页码:440 / 444
页数:5
相关论文
共 50 条
  • [1] Evolutionary Game Framework for Behavior Dynamics in Cooperative Spectrum Sensing
    Wang, Beibei
    Liu, K. J. Ray
    Clancy, T. Charles
    [J]. GLOBECOM 2008 - 2008 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, 2008,
  • [2] Evolutionary Cooperative Spectrum Sensing Game: How to Collaborate?
    Wang, Beibei
    Liu, K. J. Ray
    Clancy, T. Charles
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2010, 58 (03) : 890 - 900
  • [3] An Evolutionary Game Theoretic Approach for Cooperative Spectrum Sensing
    Salama, Ahmed M.
    Alali, Abdulla
    Mohamed, Amr
    [J]. 2016 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, 2016,
  • [4] Cooperative Spectrum Sensing Algorithm Based on Evolutionary Game Theory
    Ji, Changpeng
    Qi, Qianqian
    [J]. IEEE ACCESS, 2022, 10 : 71557 - 71565
  • [5] An Evolutionary Game Approach Towards Energy-Activated Cooperative Spectrum Sensing
    Yang, Tian
    Esseghir, Moez
    Khoukhi, Lyes
    [J]. 2018 IEEE 88TH VEHICULAR TECHNOLOGY CONFERENCE (VTC-FALL), 2018,
  • [6] Strategy Analysis of an Evolutionary Spectrum Sensing Game
    Ding, Dongsheng
    Zhang, Guoyue
    Qi, Donglian
    Zhang, Huhu
    [J]. COMPUTATIONAL INTELLIGENCE, NETWORKED SYSTEMS AND THEIR APPLICATIONS, 2014, 462 : 129 - 139
  • [7] Effect of Sensing Duration Optimization in Cooperative Spectrum Sensing Game
    Das Mahapatra, Suddhendu
    Sharan, Shivendra Nath
    [J]. 2018 7TH INTERNATIONAL CONFERENCE ON RELIABILITY, INFOCOM TECHNOLOGIES AND OPTIMIZATION (TRENDS AND FUTURE DIRECTIONS) (ICRITO) (ICRITO), 2018, : 889 - 892
  • [8] A NOVEL COOPERATIVE SPECTRUM SENSING METHOD BASED ON COOPERATIVE GAME THEORY
    Cao Kaitian Yang Zhen (Institute of Signal Processing and Transmission
    [J]. Journal of Electronics(China), 2010, 27 (02) : 183 - 189
  • [9] Evolutionary Game Spectrum Sensing in Cognitive Radio Network
    Kang, Keon-Kyu
    Yoo, Sang-Jo
    [J]. 2014 INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY CONVERGENCE (ICTC), 2014, : 192 - 193
  • [10] A Novel Energy Efficient Cooperative Spectrum Sensing Scheme For Cognitive Radio Sensor Network Based On Evolutionary Game
    Ma, Xiaolong
    Zeng, Fanzi
    Xu, Jisheng
    [J]. 2015 IEEE 21ST INTERNATIONAL WORKSHOP ON LOCAL & METROPOLITAN AREA NETWORKS (LANMAN), 2015,