Outlier-resistant H∞control for T–S fuzzy singular systems under time-correlated fading channels

IF 4.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Journal of The Franklin Institute-engineering and Applied Mathematics Pub Date : 2025-02-01 Epub Date: 2025-01-06 DOI:10.1016/j.jfranklin.2024.107501
Li-Juan Cai, Xiao-Heng Chang
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Abstract

The problem of outlier-resistant H 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.
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时间相关衰落信道下T-S模糊奇异系统的抗离群H∞控制
研究了具有时间相关衰落信道和噪声的T-S模糊奇异系统的抗离群H∞控制问题。本文的主要目的是利用离散状态分解技术获得奇异系统抗离群值控制器的设计条件。衰落信道考虑了时间相关噪声,衰落因子满足动态过程。首先,采用差分法获取测量值,处理时间相关项;为了减少异常值的不利影响,提出了具有动态饱和约束创新项的观测器。其次,利用离散状态分解技术将增广系统分解为微分子系统和代数子系统,选取无奇异矩阵的Lyapunov函数,得到抗离群控制器的设计条件;最后,以四目电路为例验证了设计方法的有效性。
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来源期刊
CiteScore
7.30
自引率
14.60%
发文量
586
审稿时长
6.9 months
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.
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