Robust Nonfragile Guaranteed Cost Control for Uncertain Fuzzy Markov Jump Systems with Time-Varying Delays

被引:0
作者
He, Miao [1 ,2 ]
Li, Junmin [2 ]
Zhao, Tianxu [3 ]
机构
[1] Baoji Univ Arts & Sci, Sch Comp, Baoji 721016, Peoples R China
[2] Xidian Univ, Sch Math & Stat, Xian 710071, Peoples R China
[3] Baoji Univ Arts & Sci, Sch Math & Informat Sci, Baoji 721013, Peoples R China
基金
中国国家自然科学基金;
关键词
Markov jump systems; Takagi-Sugeno fuzzy systems; nonfragile guaranteed cost control; robust stabilization; STABILITY; DESIGN; STATE; STABILIZATION;
D O I
10.1142/S0218488521500306
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper aims to investigate the problem of robust nonfragile guaranteed cost control for uncertain discrete-time Takagi-Sugeno fuzzy systems with Markov jumping parameters and time-varying delay. A nonfragile fuzzy-basis-dependent and mode-dependent controller is designed and a sufficient condition is developed to ensure that the resulting closed-loop system is robust asymptotically stable in mean square with guaranteed cost index not exceeding the specified upper bound. Subsequently, the controller gain and minimum upper bound of the guaranteed cost index can be obtained by solving a set of linear matrix inequalities. Compared with the existing literature, this paper enormously reduces the conservatism of the result obtained. Finally, numerical and practical examples are provided to demonstrate the performance of the proposed approach.
引用
收藏
页码:709 / 730
页数:22
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