基于网络选择的视频通信带宽博弈算法

魏淑芝; 朱琦

doi:10.11959/j.issn.1000-436x.2015051

您当前的位置：

首页 >

文章列表页 >

基于网络选择的视频通信带宽博弈算法

学术通信 | 更新时间：2024-06-05

- 基于网络选择的视频通信带宽博弈算法
- Bandwidth allocation games based on network selection for video communication
- 通信学报 2015年36卷第2期页码：212-220
- 作者机构：
  
  1. 南京邮电大学江苏省无线通信重点实验室，江苏南京 210003
  2. 南京邮电大学教育部宽带无线通信与传感网技术重点实验室，江苏南京 210003
- 作者简介：
  
  [ "魏淑芝（1989-），女，广东汕头人，南京邮电大学硕士生，主要研究方向为移动通信和异构网络视频通信资源分配。" ]
  [ "朱琦（1965-），女，江苏苏州人，南京邮电大学教授、博士生导师，主要研究方向为下一代通信技术、宽带无线接入、OFDM、编码技术、资源动态分配。" ]
- 基金信息：
  
  国家自然科学基金资助项目(61171094);国家重点基础研究发展计划（“973”计划）基金资助项目(2013CB329005);国家高技术研究发展计划（“863”计划）基金资助项目(2014AA01A705);江苏省“973”计划基金资助项目(BK2011027)
- DOI：10.11959/j.issn.1000-436x.2015051
  中图分类号： TN929.5
- 网络出版日期：2015-02，
  
  纸质出版日期：2015-02-25
- 稿件说明：
移动端阅览
魏淑芝, 朱琦. 基于网络选择的视频通信带宽博弈算法[J]. 通信学报, 2015,36(2):212-220.

Shu-zhi WEI, Qi ZHU. Bandwidth allocation games based on network selection for video communication[J]. Journal on communications, 2015, 36(2): 212-220.
魏淑芝, 朱琦. 基于网络选择的视频通信带宽博弈算法[J]. 通信学报, 2015,36(2):212-220. DOI： 10.11959/j.issn.1000-436x.2015051.

Shu-zhi WEI, Qi ZHU. Bandwidth allocation games based on network selection for video communication[J]. Journal on communications, 2015, 36(2): 212-220. DOI： 10.11959/j.issn.1000-436x.2015051.

摘要

针对异构无线网络的视频通信提出一种基于网络选择的带宽博弈算法（BAG-NS）。该算法首先根据不同用户视频特性及当前网络状况，采用层次分析法和熵值法确定网络评价参数的权重，选择最佳网络；其次构建了基于收益和代价的用户效用函数，通过分布式迭代算法得到其纳什均衡解，并证明了纳什均衡的存在性和唯一性。仿真结果表明，该算法使不同特性的视频用户合理地分布在不同网络，能兼顾用户公平性和网络拥塞控制，增加网络资源利用率，减小用户视频失真，提高用户视频质量。

Abstract

A bandwidth allocation game based on network selection (BAG-NS) was proposed for video communication in heterogeneous wireless networks.Firstly

according to the video characteristics of different users and current network conditions

the algorithm calculated the weights of network factors and selected the optimum network by combining analytic hierarchy process and entropy theory.Secondly

the user’s utility function with payoff and cost was designed

and a distributed iterative algorithm is used to obtain the Nash equilibrium.Then the existence and uniqueness of the Nash equilibrium are proved.Simulation results show that the proposed algorithm enables different users to reasonably distribute in different networks and takes users’ fairness and network congestion control into consideration

which increases the utilization of network resources

reduces the users’ video distortion

and improves the users’ video quality.

关键词

Keywords

references

WANG L , KUO G . Mathematical modeling for network selection in heterogeneous wireless networks–a tutorial [J ] . IEEE Communication Surveys ＆ Tutorials , 2013 , 15 ( 1 ): 271 - 292 .

KHAN M S Z , ALAM S , KHAN M R H . A network selection mechanism for fourth generation communication networks [J ] . Journal of Advances in Information Technology , 2010 , 1 ( 4 ): 189 - 196 .

FU W , AGRAWAL D P . Multi-connection and rate allocation in heterogeneous wireless networks [A ] . GLOBECOM Workshops (GC Wkshps) [C ] . 2010 . 1157 - 1161 .

NIYATO D , HOSSAIN E . A non-cooperative game-theoretic framework for radio resource management in 4G heterogeneous wireless access networks [J ] . IEEE Transactions on Mobile Computing , 2008 , 7 ( 3 ): 332 - 345 .

NIYATO D , HOSSAIN E , HOSSAIN E . A game theoretic analysis of service competition and pricing in heterogeneous wireless access networks [J ] . IEEE Transactions on Wireless Communications , 2008 , 7 ( 12 ): 5150 - 5155 .

PARK H , et al . Fairness strategies for wireless resource allocation among autonomous multimedia users [J ] . IEEE Transactions on Circuits and Systems for Video Technology , 2010 , 20 ( 2 ): 297 - 309 .

CHEN Y , WANG B , LLIU K J R . Multiuser rate allocation games for multimedia communications [J ] . IEEE Transactions on Multimedia , 2009 , 11 ( 6 ): 1170 - 1181 .

ZHANG Q , LIU G . Rate allocation games in multiuser multimedia communications [J ] . IET communications , 2011 , 5 ( 3 ): 396 - 407 .

CHEN H , DING X , WANG Z , et al . A rate allocation scheme for multi-user over heterogeneous wireless access networks [A ] . Vehicular Technology Conference Fall (VTC 2010-Fall) [C ] . 2010 . 1 - 5 .

姜永 , 陈山枝 , 胡博 . 异构无线网络中基于 Stackelberg 博弈的分布式定价和资源分配算法 [J ] . 通信学报 , 2013 , 34 ( 1 ): 61 - 68 .

JIANG Y , CHEN S Z , HU B . Stackelberg games-based distributed algorithm of pricing and resource allocation in heterogeneous wireless networks [J ] . Journal on Communications , 2013 , 34 ( 1 ): 61 - 68 .

KAMACI N , ALTUNBASAK Y , MERSEREAU R M . Frame bit allocation for the H.264/AVC video coder via Cauchy-density-based rate and distortion models [J ] . IEEE Transactions on Circuits and Systems for Video Technology , 2005 , 15 ( 8 ): 994 - 1006 .

王康 , 曾志民 , 冯春燕 , 张天魁 . 一种多属性决策的异构网络选择算法 [J ] . 无线电工程 , 2009 , 39 ( 1 ): 1 - 3 .

WANG K , ZHENG Z M , FENG C Y , ZHANG T K . A heterogeneous network selection algorithm based on multi-attribute decision making method [J ] . Radio Engineering of China , 2009 , 39 ( 1 ): 1 - 3 .

SAATY R W . The analytic hierarchy process—what it is and how it is used [J ] . Mathematical Modelling , 1987 , 9 ( 3 ): 161 - 176 .

佛登伯格 , 梯诺尔著. 博弈论 [M ] . 北京 : 中国人民大学出版社 , 2002 .

FUDENBERG D , TIROLE J . Game Theory [M ] . Beijing : China Renmin University Press , 2002 .

李明欣 , 陈山枝 , 谢东亮等 . 异构无线网络中基于非合作博弈论的资源分配和接入控制 [J ] . 软件学报 , 2010 , 21 ( 8 ): 2037 - 2049 .

LI M X , CHEN S Z , XIE D L , et al . Resource allocation and admission control based on non-cooperation game in heterogeneous wireless networks [J ] . Journal of Software , 2010 , 21 ( 8 ): 2037 - 2049 .

浏览量

914

下载量

CSCD

文章被引用时，请邮件提醒。

提交

工具集

关联资源

无人机辅助通信中基于用户轨迹的无线资源和航迹优化

基于威胁情报的网络安全态势感知模型

基于休眠模式与注册服务的云架构性能优化问题的研究

基于博弈论的社交网络转发控制机制

基于合作博弈的多虚拟机实时迁移带宽分配机制