Extended dissipative filter design for T-S fuzzy systems with delays multiple time delays

被引:23
|
作者
Aslam, Muhammad Shamrooz [1 ]
Zhang, Baoyong [1 ]
Zhang, Yijun [1 ]
Zhang, Zhengqiang [2 ]
机构
[1] Nanjing Univ Sci & Technol, Sch Automat, Nanjing 210094, Jiangsu, Peoples R China
[2] Qufu Normal Univ, Sch Elect Engn & Automat, Rizhao 276826, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
Delayed fuzzy filters; Multiple delays; T-S fuzzy systems; Lyapunov-Krasovskii fuzzy functionals; Extended dissipativity; H-INFINITY CONTROL; OUTPUT-FEEDBACK CONTROL; NONLINEAR-SYSTEMS; STABILITY ANALYSIS; OBSERVER DESIGN; STABILIZATION;
D O I
10.1016/j.isatra.2018.05.014
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper deals with the fuzzy filtering problem for a class of nonlinear time-delay systems described by T-S fuzzy models. Different from the existing schemes in the literature, this paper aims to solve the fuzzy filtering problem by considering the H-infinity, L-2 - L-infinity and dissipative performance constraints in a unified way. To achieve this purpose, the recently proposed notion of extended dissipativity is applied, which provides an inequality covering the well-known H-infinity, L-2 - L-infinity and dissipative performances. Another purpose of this paper is to design filters involving communication delays. Such filters have a more general form than the delay-free filters that have been largely considered in the traditional studies. In order to design the fuzzy filters under consideration, a novel fuzzy Lyapunov-Krasovskii functional is employed, and delay-dependent conditions for stability and performance analysis of the filtering error system are obtained. Then, LMI-based conditions for the existence of the desired filters are presented. The filter parameters can be obtained by solving the presented LMIs. Finally, the effectiveness of the proposed method is substantiated with an illustrative example.
引用
收藏
页码:22 / 34
页数:13
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