一类时变时滞非线性不确定奇异系统的鲁棒H∞滤波

J. Qiu, Zirui Xing, Li Li, Mohan Yang, Yi Li
{"title":"一类时变时滞非线性不确定奇异系统的鲁棒H∞滤波","authors":"J. Qiu, Zirui Xing, Li Li, Mohan Yang, Yi Li","doi":"10.1142/S0219691313500355","DOIUrl":null,"url":null,"abstract":"This paper focuses on the problem of robust H∞ filtering for a class of nonlinear uncertain singular systems with time-varying delay. First of all, the dermition of robust H∞ filter is given. Considering the nonlinear disturbance link to uncertain singular systems with time-varying delay effects, we come up with the design idea of full order robust H∞ filter based on the Lyapunov stability theory. Under the condition that nonlinear uncertain functions satisfy Lipschitz condition, using Lyapunov stability theory and linear matrix inequality (LMI) methods, a sufficient condition of such nonlinear uncertain delayed filtering error singular systems which are asymptotically stable and satisfy the robust H∞ performance is obtained. Finally, two numerical examples are given to show the applicability of the proposed method.","PeriodicalId":128006,"journal":{"name":"2012 International Conference on Machine Learning and Cybernetics","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"ROBUST H∞ filtering for a class of nonlinear uncertain singular systems with time-varying delay\",\"authors\":\"J. Qiu, Zirui Xing, Li Li, Mohan Yang, Yi Li\",\"doi\":\"10.1142/S0219691313500355\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper focuses on the problem of robust H∞ filtering for a class of nonlinear uncertain singular systems with time-varying delay. First of all, the dermition of robust H∞ filter is given. Considering the nonlinear disturbance link to uncertain singular systems with time-varying delay effects, we come up with the design idea of full order robust H∞ filter based on the Lyapunov stability theory. Under the condition that nonlinear uncertain functions satisfy Lipschitz condition, using Lyapunov stability theory and linear matrix inequality (LMI) methods, a sufficient condition of such nonlinear uncertain delayed filtering error singular systems which are asymptotically stable and satisfy the robust H∞ performance is obtained. Finally, two numerical examples are given to show the applicability of the proposed method.\",\"PeriodicalId\":128006,\"journal\":{\"name\":\"2012 International Conference on Machine Learning and Cybernetics\",\"volume\":\"15 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-09-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 International Conference on Machine Learning and Cybernetics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1142/S0219691313500355\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 International Conference on Machine Learning and Cybernetics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1142/S0219691313500355","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

摘要

研究一类具有时变时滞的非线性不确定奇异系统的鲁棒H∞滤波问题。首先给出了鲁棒H∞滤波器的定义。针对具有时变时滞效应的不确定奇异系统的非线性扰动环节,提出了基于李雅普诺夫稳定性理论的全阶鲁棒H∞滤波器的设计思想。在非线性不确定函数满足Lipschitz条件下,利用Lyapunov稳定性理论和线性矩阵不等式(LMI)方法,得到了非线性不确定延迟滤波误差奇异系统渐近稳定并满足鲁棒H∞性能的充分条件。最后给出了两个数值算例,说明了所提方法的适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ROBUST H∞ filtering for a class of nonlinear uncertain singular systems with time-varying delay
This paper focuses on the problem of robust H∞ filtering for a class of nonlinear uncertain singular systems with time-varying delay. First of all, the dermition of robust H∞ filter is given. Considering the nonlinear disturbance link to uncertain singular systems with time-varying delay effects, we come up with the design idea of full order robust H∞ filter based on the Lyapunov stability theory. Under the condition that nonlinear uncertain functions satisfy Lipschitz condition, using Lyapunov stability theory and linear matrix inequality (LMI) methods, a sufficient condition of such nonlinear uncertain delayed filtering error singular systems which are asymptotically stable and satisfy the robust H∞ performance is obtained. Finally, two numerical examples are given to show the applicability of the proposed method.
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:481959085
Book学术官方微信