Sheng Xu, M. Fei, Xinhao Yang, Liqin Wu
{"title":"AQM scheme design for TCP network via Takagi-Sugeno fuzzy method","authors":"Sheng Xu, M. Fei, Xinhao Yang, Liqin Wu","doi":"10.1002/cplx.21838","DOIUrl":null,"url":null,"abstract":"This paper proposes a novel T-S fuzzy control method instead of the traditional linear system control method to improve the TCP network performance. Thus a TCP network can be modeled as a T-S fuzzy system, and by use of linear matrix inequality method and cone complementarity linearization algorithm, a fuzzy state feedback controller is provided while considering the problem of the asynchronous membership grades between the controller and the plant. Simulation results are presented to show that the proposed control approach can guarantee the asymptotical stability of the studied system and the desired queue size. © 2016 Wiley Periodicals, Inc. Complexity 21: 606–612, 2016","PeriodicalId":72654,"journal":{"name":"Complex psychiatry","volume":"228 1","pages":"606-612"},"PeriodicalIF":0.0000,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Complex psychiatry","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1002/cplx.21838","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6
基于Takagi-Sugeno模糊方法的TCP网络AQM方案设计
为了提高TCP网络的性能,本文提出了一种新的T-S模糊控制方法来代替传统的线性系统控制方法。将TCP网络建模为一个T-S模糊系统,利用线性矩阵不等式方法和锥互补线性化算法,在考虑控制器与被控对象之间的异步隶属度问题的基础上,设计了一种模糊状态反馈控制器。仿真结果表明,所提出的控制方法能够保证所研究系统的渐近稳定性和期望的队列大小。©2016 Wiley期刊公司中文信息学报(英文版),2016
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