Relaxed Stability and Non-weighted $$L_2$$ -Gain Analysis for Asynchronously Switched Polynomial Fuzzy Systems

IF 3.6 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Zhiyong Bao, Hak-Keung Lam, Xiaomiao Li, Fucai Liu
{"title":"Relaxed Stability and Non-weighted $$L_2$$ -Gain Analysis for Asynchronously Switched Polynomial Fuzzy Systems","authors":"Zhiyong Bao, Hak-Keung Lam, Xiaomiao Li, Fucai Liu","doi":"10.1007/s40815-024-01840-x","DOIUrl":null,"url":null,"abstract":"<p>This paper concerns the stability and non-weighted <span>\\(L_2\\)</span>-gain analysis issues for the switched systems subject to asynchronous switching and external disturbance. By taking full advantage of the admissible edge-dependent average dwell time (AED-ADT) switching signal, a stability criterion of asynchronously switched systems is proposed to achieve a lower non-weighted <span>\\(L_2\\)</span>-gain index than the existing results. Furthermore, the dynamics of switched systems are described by using the polynomial fuzzy model instead of the T-S fuzzy model, which can represent a wider range of nonlinear plants. For such asynchronously switched polynomial fuzzy systems, the relaxed conditions are derived through the membership-function-dependent (MFD) technique and novel high-order multiple Lyapunov functions (MLFs) construction method to guarantee less conservative stability and non-weighted <span>\\(L_2\\)</span>-gain results. Finally, the superiority of the proposed approaches are verified through two simulation examples.</p>","PeriodicalId":14056,"journal":{"name":"International Journal of Fuzzy Systems","volume":null,"pages":null},"PeriodicalIF":3.6000,"publicationDate":"2024-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Fuzzy Systems","FirstCategoryId":"94","ListUrlMain":"https://doi.org/10.1007/s40815-024-01840-x","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0

Abstract

This paper concerns the stability and non-weighted \(L_2\)-gain analysis issues for the switched systems subject to asynchronous switching and external disturbance. By taking full advantage of the admissible edge-dependent average dwell time (AED-ADT) switching signal, a stability criterion of asynchronously switched systems is proposed to achieve a lower non-weighted \(L_2\)-gain index than the existing results. Furthermore, the dynamics of switched systems are described by using the polynomial fuzzy model instead of the T-S fuzzy model, which can represent a wider range of nonlinear plants. For such asynchronously switched polynomial fuzzy systems, the relaxed conditions are derived through the membership-function-dependent (MFD) technique and novel high-order multiple Lyapunov functions (MLFs) construction method to guarantee less conservative stability and non-weighted \(L_2\)-gain results. Finally, the superiority of the proposed approaches are verified through two simulation examples.

Abstract Image

异步切换多项式模糊系统的松弛稳定性和非加权 $L_2$$ - 增益分析
本文关注受异步切换和外部扰动影响的切换系统的稳定性和非加权(L_2)-增益分析问题。通过充分利用可容许边缘依赖平均驻留时间(AED-ADT)开关信号,提出了异步开关系统的稳定性准则,以实现比现有结果更低的非(L_2\)-增益指数。此外,使用多项式模糊模型而不是 T-S 模糊模型来描述开关系统的动态,可以表示更多的非线性植物。对于这种异步开关多项式模糊系统,通过成员函数依赖(MFD)技术和新颖的高阶多重 Lyapunov 函数(MLFs)构造方法推导出松弛条件,以保证较低的保守稳定性和非加权(L_2\)-增益结果。最后,通过两个仿真实例验证了所提方法的优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
International Journal of Fuzzy Systems
International Journal of Fuzzy Systems 工程技术-计算机:人工智能
CiteScore
7.80
自引率
9.30%
发文量
188
审稿时长
16 months
期刊介绍: The International Journal of Fuzzy Systems (IJFS) is an official journal of Taiwan Fuzzy Systems Association (TFSA) and is published semi-quarterly. IJFS will consider high quality papers that deal with the theory, design, and application of fuzzy systems, soft computing systems, grey systems, and extension theory systems ranging from hardware to software. Survey and expository submissions are also welcome.
×
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