华南理工大学学报(自然科学版) ›› 2015, Vol. 43 ›› Issue (9): 27-33.doi: 10.3969/j.issn.1000-565X.2015.09.005

• 电子、通信与自动控制 • 上一篇    下一篇

基于联盟形成博弈论的异构无线传输速率分配

刘娇蛟 马碧云   

  1. 华南理工大学 电子与信息学院,广东 广州 510640
  • 收稿日期:2014-11-03 修回日期:2015-04-20 出版日期:2015-09-25 发布日期:2015-09-07
  • 通信作者: 刘娇蛟(1976-),女,副教授,主要从事无线接入、协作通信研究. E-mail:jjliu@scut.edu.cn
  • 作者简介:刘娇蛟(1976-),女,副教授,主要从事无线接入、协作通信研究.
  • 基金资助:
    国家自然科学基金资助项目(61302056,61401158);广东省自然科学基金资助项目(S2013040016416);华南理工
    大学中央高校基本科研业务费专项资金资助项目(2014ZM0040);广州市科技计划项目(2012J2200005)

Dynamic Rate Allocation of Heterogeneous Wireless Transmission Based on Coalition Formation Game Theory

Liu Jiao-jiao  Ma Bi-yun   

  1. School of Electronic and Information Engineering,South China University of Technology,Guangzhou 510640,Guangdong,China
  • Received:2014-11-03 Revised:2015-04-20 Online:2015-09-25 Published:2015-09-07
  • Contact: 刘娇蛟(1976-),女,副教授,主要从事无线接入、协作通信研究. E-mail:jjliu@scut.edu.cn
  • About author:刘娇蛟(1976-),女,副教授,主要从事无线接入、协作通信研究.
  • Supported by:
    Supported by the National Natural Science Foundation of China(61302056,61401158) and the Natural Science Foundation of Guangdong Province(S2013040016416)

摘要: 针对异构无线网络合作传输的速率分配问题,在联盟效用函数中引入传输功耗,根据融合 - 分裂原则建立稳定的合作联盟,再用联盟形成博弈论对动态速率分配进行建模,进而提出了一种动态的速率分配算法. 为了最大化联盟收益,文中通过求导计算不同网络的传输速率. 这个基于融合 - 分裂的联盟形成和联盟内速率分配过程不断进行,直至业务流传输结束. 仿真实验表明,该算法可根据终端位置动态调整参数与传输的网络联盟结构,以低功耗获取高联盟收益.

关键词: 合作传输, 速率分配, 博弈论, Sharpley值

Abstract: Aiming at the rate allocation problem of the collaborative transmission in heterogeneous wireless networks,this paper introduces the transmission power cost into the coalition utility function,establishes a stable coalition on the basis of the merge-and-split rule and performs the dynamic rate allocation modeling on the basis of the coalition formation game theory. Then,a dynamic rate allocation algorithm is proposed. In order to maximize the coalition gain,the transmission rates in different networks are obtained through derivation. The above-mentioned process,which includes the merge-and-split-based coalition formation and the rate allocation in the coalition,continues until the end of traffic transmission. Simulation results demonstrate that the proposed algorithm can adjust the coalition structure dynamically in the transmission according to the terminal position and achieve a high coalition gain with a low power cost.

Key words:  collaborative transmission, rate allocation, game theory, Shapley value

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