Delay-Dependent Robust H∞ Control for Uncertain Discrete-Time Fuzzy Systems With Time-Varying Delays

被引:60
|
作者
Zhang, Baoyong [1 ]
Xu, Shengyuan [1 ]
机构
[1] Nanjing Univ Sci & Technol, Sch Automat, Nanjing 210094, Peoples R China
基金
美国国家科学基金会;
关键词
Delay-dependent H-infinity control; discrete-time systems; relaxed linear matrix inequalities (LMIs); Takagi-Sugeno (T-S) fuzzy systems; time-varying delays; FEEDBACK CONTROL DESIGN; STABILITY ANALYSIS; NONLINEAR-SYSTEMS; DYNAMIC-SYSTEMS; STABILIZATION CONDITIONS;
D O I
10.1109/TFUZZ.2008.924359
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 deals with the robust H-proportional to control problem for discrete-time Takagi-Sugeno (T-S) fuzzy systems with normbounded parametric uncertainties and interval time-varying delays. First, based on a new Lyapunov functional, we present a sufficient condition guaranteeing that the resulting closed-loop system is robustly stable and satisfies a prescribed H-infinity performance level. The Lyapunov functional used here depends on not only the fuzzy basis function but on the lower and upper bounds of the time-varying delay as well. Second, two classes of delay-dependent conditions for the existence of the concerned H-infinity fuzzy controllers are given in terms of relaxed linear matrix inequalities (LMIs), and a desired controller can be designed by using the solutions to these LMIs. Finally, a numerical example is provided to demonstrate the effectiveness of the proposed design method.
引用
收藏
页码:809 / 823
页数:15
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