{"title":"Outlier-resistant H∞control for T–S fuzzy singular systems under time-correlated fading channels","authors":"Li-Juan Cai, Xiao-Heng Chang","doi":"10.1016/j.jfranklin.2024.107501","DOIUrl":null,"url":null,"abstract":"<div><div>The problem of outlier-resistant <span><math><msub><mrow><mi>H</mi></mrow><mrow><mi>∞</mi></mrow></msub></math></span> control for T–S fuzzy singular system with time-correlated fading channel and noise is studied. The main purpose of this paper is to obtain outlier-resistant controller design condition for singular system by using discrete-state decomposition technique. The fading channel is considered with time-correlated noise and the fading factor satisfies the dynamic process. Firstly, the difference method is used to obtain the measurement value to deal with time-correlated items. In order to reduce the adverse effects of outliers, the observer with dynamic saturation constrained innovation terms is proposed. Secondly, the augmented system is decomposed into differential subsystem and algebraic subsystem using discrete-state decomposition technique, and Lyapunov function without singular matrix is selected to obtain the design condition of outlier-resistant controller. Finally, the effectiveness of the design method is verified by an example of a four-mesh circuit.</div></div>","PeriodicalId":17283,"journal":{"name":"Journal of The Franklin Institute-engineering and Applied Mathematics","volume":"362 3","pages":"Article 107501"},"PeriodicalIF":3.7000,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of The Franklin Institute-engineering and Applied Mathematics","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0016003224009220","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
The problem of outlier-resistant control for T–S fuzzy singular system with time-correlated fading channel and noise is studied. The main purpose of this paper is to obtain outlier-resistant controller design condition for singular system by using discrete-state decomposition technique. The fading channel is considered with time-correlated noise and the fading factor satisfies the dynamic process. Firstly, the difference method is used to obtain the measurement value to deal with time-correlated items. In order to reduce the adverse effects of outliers, the observer with dynamic saturation constrained innovation terms is proposed. Secondly, the augmented system is decomposed into differential subsystem and algebraic subsystem using discrete-state decomposition technique, and Lyapunov function without singular matrix is selected to obtain the design condition of outlier-resistant controller. Finally, the effectiveness of the design method is verified by an example of a four-mesh circuit.
期刊介绍:
The Journal of The Franklin Institute has an established reputation for publishing high-quality papers in the field of engineering and applied mathematics. Its current focus is on control systems, complex networks and dynamic systems, signal processing and communications and their applications. All submitted papers are peer-reviewed. The Journal will publish original research papers and research review papers of substance. Papers and special focus issues are judged upon possible lasting value, which has been and continues to be the strength of the Journal of The Franklin Institute.