• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

计算机工程与科学

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基于演化博弈的多用户网络选择算法

唐夲1,2,李乐2,肖静薇1,吴维农1,冯文江2   

  1. (1.国网重庆市电力公司信息通信分公司,重庆 400022;2.重庆大学通信工程学院,重庆 400044)
  • 收稿日期:2016-10-16 修回日期:2016-12-20 出版日期:2018-02-25 发布日期:2018-02-25
  • 基金资助:

    国网重庆市电力公司科技项目(2016渝电科技19#)

A multi-user network selection algorithm
based on evolutionary game

TANG Tao1,2,LI Le2,XIAO Jing-wei1,WU Wei-nong1,FENG Wen-jiang2   

  1. (1.ICT Branch of State Grid Chongqing Electric Power Company,Chongqing 400022;
    2.College of Communication Engineering,Chongqing University,Chongqing 400044,China)
  • Received:2016-10-16 Revised:2016-12-20 Online:2018-02-25 Published:2018-02-25

摘要:

无线通信技术的发展和演进,使得多种广域蜂窝网和大量无线局域网共存、重叠。针对热点区域,密集分布的大量用户同时发起同种业务请求应用场景,提出一种基于演化博弈的多用户网络选择算法,依据选择网络的用户数设计效用函数,给出了演化博弈的复制动态方程。与RSSI算法的对比仿真结果表明:该算法能快速达到演化均衡,用户平均收益高于RSSI算法,接入网络的用户分布更均衡,能合理利用网络资源。

关键词: 异构多网共存, 网络选择, 演化博弈

Abstract:

The development and evolution of wireless communication technology results in that a variety of wide area cellular networks have coexisted and overlapped with a large number of Wireless Local Area Networks (WLANs).In the hot region,when a large number of densely distributed users simultaneously initiate the same kind of service requests,a multi-user network selection algorithm based on evolutionary game is proposed.The utility function is designed according to the number of users in the selection network,and the replication dynamic equation of evolutionary game is given.Simulation results show that the proposed algorithm can achieve evolutionary equilibrium quickly and have higher average user benefit than the RSSI algorithm,the user distribution of the access network is more balanced,and the network resources can be reasonably used.

Key words: coexistence of heterogeneous networks, network selection, evolutionary game