Title :
Delay-Dependent Stability Analysis and Controller Synthesis for Discrete-Time T–S Fuzzy Systems With Time Delays
Author :
Chen, Cai-Lian ; Feng, Gang ; Guan, Xin-Ping
Author_Institution :
Dept. of Manuf. Eng. & Eng. Manage., City Univ. of Hong Kong
Abstract :
Based on a novel delay-dependent piecewise Lyapunov-Krasovskii functional (DPLKF), this paper presents delay-dependent stability analysis and synthesis methods for discrete-time Takagi-Sugeno (T-S) fuzzy systems with time delays. It is shown that the stability and stabilization with some required performance can be established for the closed loop control system if there exists a DPLKF and that the DPLKF and the corresponding controller can be obtained by solving a set of linear matrix inequalities (LMIs). New algorithms have also been developed to obtain the maximum value of the allowable constant delay and the suboptimal performance upper bound. An example is finally presented to demonstrate the efficiency and advantage of the proposed methods
Keywords :
Lyapunov methods; closed loop systems; control system analysis; control system synthesis; delays; discrete time systems; fuzzy control; linear matrix inequalities; stability; suboptimal control; closed loop control system; controller synthesis; delay-dependent stability analysis; discrete-time Takagi-Sugeno fuzzy systems; linear matrix inequalities; piecewise Lyapunov-Krasovskii functional; suboptimal performance; time delays; Control system synthesis; Control systems; Delay effects; Delay systems; Fuzzy systems; Linear matrix inequalities; Lyapunov method; Nonlinear systems; Stability analysis; Upper bound; Delay-dependent; Lyapunov–Krasovskii functional; optimization; piecewise controller; time-delay system;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2005.856562