On selfish behavior in wireless sensor networks: A game theoretic case study | |
Yan, Mi ; Xiao, Liang ; Du, Liang ; Huang, Lianfen ; Xiao L(肖亮) ; Huang LF(黄联芬) | |
2011 | |
关键词 | Access control Behavioral research Carrier sense multiple access Game theory Mechatronics Sensors |
英文摘要 | Conference Name:3rd International Conference on Measuring Technology and Mechatronics Automation, ICMTMA 2011. Conference Address: Shanghai, China. Time:January 6, 2011 - January 7, 2011.; IEEE Instrumentation and Measurement Society; Shanghai University of Engineering Science; City University of Hongkong; Changsha University of Science and Technology; Hunan University of Science and Technology; In this paper, we study the selfish behavior in wireless sensor networks and apply a game theory method to address this problem in a CSMA/CA protocol. More specifically, we formulate the Media Access Control (MAC) layer activity in sensor networks as an optimization problem in terms of the random accessing problem. Then we propose a distributed algorithm for the system to reach the Nash Equilibrium (NE). We have defined a Contention Window Select Game (CWSG) in which each sensor selects its own contention window to control the access probability. This approach can improve the average pe rformance, compared to a random strategy with each sensor selecting its own window independently. We prove the unique existence of NE in the CWSG, and propose a penalizing mechanism based on repeated game to prevent the non-cooperative selfish behavior of decreasing the contention window without pe rmission. ? 2010 IEEE. |
语种 | 英语 |
出处 | http://dx.doi.org/10.1109/ICMTMA.2011.472 |
出版者 | IEEE Computer Society |
内容类型 | 其他 |
源URL | [http://dspace.xmu.edu.cn/handle/2288/87007] ![]() |
专题 | 信息技术-会议论文 |
推荐引用方式 GB/T 7714 | Yan, Mi,Xiao, Liang,Du, Liang,et al. On selfish behavior in wireless sensor networks: A game theoretic case study. 2011-01-01. |
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