Delay-Variation-Dependent Criteria on Stability and Stabilization for Discrete-Time T-S Fuzzy Systems With Time-Varying Delays

被引:19
|
作者
Chen, Wen-Hu [1 ,2 ,3 ]
Zhang, Chuan-Ke [1 ,2 ,3 ]
Xie, Ke-You [1 ,2 ,3 ]
Zhu, Cui [1 ,2 ,3 ]
He, Yong [1 ,2 ,3 ]
机构
[1] China Univ Geosci, Sch Automat, Wuhan 430074, Peoples R China
[2] China Univ Geosci, Hubei Key Lab Adv Control & Intelligent Automat C, Wuhan 430074, Peoples R China
[3] China Univ Geosci, Engn Res Ctr Intelligent Technol Geoexplorat, Minist Educ, Wuhan 430074, Peoples R China
关键词
Delays; Symmetric matrices; Linear matrix inequalities; Fuzzy systems; Stability criteria; Asymptotic stability; Nonlinear systems; Cubic functional negative-determination lemma; delay-product-type functional; discrete-time T-S fuzzy systems; matrix-separation-based inequality; time-varying delays; H-INFINITY CONTROL; IDENTIFICATION;
D O I
10.1109/TFUZZ.2022.3162104
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article is concerned with the stability and stabilization of delayed discrete-time T-S fuzzy systems. The purpose is to develop less conservative stability analysis and state-feedback controller design methods. First, a matrix-separation-based inequality is proposed, which can provide a tighter estimation for the augmented summation term. Then, by constructing a delay-product-type Lyapunov-Krasovskii functional, using the proposed inequality to estimate its forward difference and using a cubic functional negative-determination lemma to handle nonconvex conditions with respect to the delay, a delay and its variation-dependent stability criterion are obtained. Moreover, the corresponding controller design method for closed-loop delayed fuzzy systems is derived via parallel distributed compensation scheme. Finally, two examples are given to demonstrate the effectiveness and merits of the proposed approaches.
引用
收藏
页码:4856 / 4866
页数:11
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