具有交换网络拓扑和丢包的网络时延系统的分布式H∞-一致性滤波

Huifang Qu, Fuwen Yang, Q. Han
{"title":"具有交换网络拓扑和丢包的网络时延系统的分布式H∞-一致性滤波","authors":"Huifang Qu, Fuwen Yang, Q. Han","doi":"10.1109/ANZCC.2018.8606546","DOIUrl":null,"url":null,"abstract":"This paper is concerned with the distributed H∞-consensus filtering problem for a networked system with random and time-varying state delays, switching network topology and different communication channels-induced packet dropouts with different missing rates. The purpose of the addressed problem is to design a distributed H∞-consensus filter to guarantee the robustness of the filtering error system to both random and time-varying state delays, different communication channels-induced packet losses and switching network topology, and the minimization of the consensus-based estimation deviations in the H∞ sense. On the basis of the T-S fuzzy approach and the Lyapunov functional, distributed H∞-consensus filter design criteria are derived such that the filtering error system is mean-square stochastically stable, and an optimal H∞ disturbance rejection attenuation performance index is achieved for the consensus-based estimation deviations. A simulation example is conducted to verify the usefulness of the proposed filter design approach.","PeriodicalId":358801,"journal":{"name":"2018 Australian & New Zealand Control Conference (ANZCC)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":"{\"title\":\"Distributed H∞-Consensus Filtering for a Networked Time-Delay System with Switching Network Topology and Packet Dropouts\",\"authors\":\"Huifang Qu, Fuwen Yang, Q. Han\",\"doi\":\"10.1109/ANZCC.2018.8606546\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper is concerned with the distributed H∞-consensus filtering problem for a networked system with random and time-varying state delays, switching network topology and different communication channels-induced packet dropouts with different missing rates. The purpose of the addressed problem is to design a distributed H∞-consensus filter to guarantee the robustness of the filtering error system to both random and time-varying state delays, different communication channels-induced packet losses and switching network topology, and the minimization of the consensus-based estimation deviations in the H∞ sense. On the basis of the T-S fuzzy approach and the Lyapunov functional, distributed H∞-consensus filter design criteria are derived such that the filtering error system is mean-square stochastically stable, and an optimal H∞ disturbance rejection attenuation performance index is achieved for the consensus-based estimation deviations. A simulation example is conducted to verify the usefulness of the proposed filter design approach.\",\"PeriodicalId\":358801,\"journal\":{\"name\":\"2018 Australian & New Zealand Control Conference (ANZCC)\",\"volume\":\"53 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 Australian & New Zealand Control Conference (ANZCC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ANZCC.2018.8606546\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 Australian & New Zealand Control Conference (ANZCC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ANZCC.2018.8606546","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6

摘要

本文研究了具有随机时变状态延迟、交换网络拓扑结构和不同通信信道导致的不同丢失率的丢包的网络系统的分布式H∞一致滤波问题。所解决问题的目的是设计一个分布式H∞-共识滤波器,以保证滤波误差系统对随机和时变状态延迟、不同通信信道引起的丢包和交换网络拓扑的鲁棒性,并在H∞意义上最小化基于共识的估计偏差。在T-S模糊方法和Lyapunov泛函的基础上,导出了使滤波误差系统均方随机稳定的分布式H∞-共识滤波器设计准则,并对基于共识的估计偏差获得了最优的H∞抗扰衰减性能指标。仿真实例验证了所提滤波器设计方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Distributed H∞-Consensus Filtering for a Networked Time-Delay System with Switching Network Topology and Packet Dropouts
This paper is concerned with the distributed H∞-consensus filtering problem for a networked system with random and time-varying state delays, switching network topology and different communication channels-induced packet dropouts with different missing rates. The purpose of the addressed problem is to design a distributed H∞-consensus filter to guarantee the robustness of the filtering error system to both random and time-varying state delays, different communication channels-induced packet losses and switching network topology, and the minimization of the consensus-based estimation deviations in the H∞ sense. On the basis of the T-S fuzzy approach and the Lyapunov functional, distributed H∞-consensus filter design criteria are derived such that the filtering error system is mean-square stochastically stable, and an optimal H∞ disturbance rejection attenuation performance index is achieved for the consensus-based estimation deviations. A simulation example is conducted to verify the usefulness of the proposed filter design approach.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信