Repeated Game for Distributed Estimation in Autonomous Wireless Sensor Networks

被引：0
|
作者：
Liu Guiyun [1 ]
Liu Yonggui [2 ]
Tang Dong [1 ]
机构：
[1] Guangzhou Univ, Sch Mech & Elect Engn, Guangzhou 510006, Guangdong, Peoples R China
[2] South China Univ Technol, Coll Automat Sci & Engn, Guangzhou 510641, Guangdong, Peoples R China
来源：
2015 34TH CHINESE CONTROL CONFERENCE (CCC) | 2015年
关键词：
Repeated Game; Cooperation; Wireless Sensor Networks; Distributed Estimation;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The power scheduling problem for distributed estimation in autonomous wireless sensor networks (WSNs) poses a vital problem of nodes' selfishness. Each node autonomously decides whether or not to transmit their observations to the fusion center (FC), and not be controlled by the fusion center (FC) any more. To encourage cooperation within selfish nodes and improve the final estimation accuracy, a repeated game based on a punishment mechanism is proposed to self-enforce nodes' behaviors. A Nash equilibrium strategy is discussed and numerical results validate the effectiveness of the proposed repeated game.
引用
收藏
页码：4909 / 4912
页数：4
相关论文
共 50 条
  • [1] Repeated Game for Distributed Estimation in Autonomous Clustered Wireless Sensor Networks
    Liu, Guiyun
    Liu, Yonggui
    Yao, Jing
    Chen, Hongbin
    Tang, Dong
    [J]. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2015,
  • [2] A COALITIONAL GAME FOR DISTRIBUTED ESTIMATION IN WIRELESS SENSOR NETWORKS
    He, Hao
    Subramanian, Arun
    Shent, Xiaojing
    Varshney, Pramod K.
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2013, : 4574 - 4578
  • [3] Distributed Estimation based on Game Theory in Energy Harvesting Wireless Sensor Networks
    Liu Guiyun
    Zhang Xuanrui
    Liu Yonggui
    [J]. 2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 401 - 404
  • [4] Symmetric Game for Distributed Estimation in Energy Harvesting Wireless Sensor Networks with Selfish Sensors
    Liu, Guiyun
    Yao, Jing
    Chen, Hongbin
    Zhang, Han
    Tang, Dong
    [J]. ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, ICA3PP 2015, 2015, 9532 : 344 - 352
  • [5] DISTRIBUTED TDOA ESTIMATION FOR WIRELESS SENSOR NETWORKS
    Zhang, Weile
    Yin, Qinye
    Wang, Wenjie
    [J]. 2010 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2010, : 2862 - 2865
  • [6] Distributed Estimation in Clustered Wireless Sensor Networks
    Li, Fangzhen
    Zhang, Xuefen
    [J]. SPORTS MATERIALS, MODELLING AND SIMULATION, 2011, 187 : 185 - 189
  • [7] Distributed Sequential Estimation in Wireless Sensor Networks
    Akhtar, Javed
    Rajawat, Ketan
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2018, 17 (01) : 86 - 100
  • [8] Distributed estimation for adaptive sensor selection in wireless sensor networks
    Mahmoud, Magdi S.
    Hassan Hamid, Matasm M.
    [J]. INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 2014, 43 (3-4) : 267 - 281
  • [9] Sensor Deployment for Distributed Estimation in Heterogeneous Wireless Sensor Networks
    Zhu, Shanying
    Chen, Cailian
    Guan, Xinping
    [J]. AD HOC & SENSOR WIRELESS NETWORKS, 2012, 16 (04) : 297 - 322
  • [10] Distributed Estimation in Wireless Sensor Networks with Imperfect Channel Estimation
    Wang, Mingxi
    Yang, Chenyang
    [J]. ICSP: 2008 9TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-5, PROCEEDINGS, 2008, : 2646 - 2649
12345