Title :
Improved delay-dependent stabilization conditions of Takagi-Sugeno fuzzy systems with state and input delays
Author :
Jian Feng ; Ma, Dazhong ; Zhang, Huaguang
Author_Institution :
Key Lab. of Process Ind. Autom., Northeastern Univ., Shenyang, China
Abstract :
This paper is concerned with the problem of the delay-dependent stabilization for Takagi-Sugeno fuzzy systems with state and input delays. The purpose is to design a state-feedback fuzzy controller such that the resulting closed-loop system is asymptotically stable with less conservative conditions than existing literature. The major difficulty that how to deal with those terms containing the fuzzy membership function hi(t-¿) caused by the presence of the input delay ¿ is overcome by selecting proper Lyapunov-Krasovskii functionals and using relaxed quadratic stabilization conditions. All the results are presented in terms of Linear matrix inequalities. Finally, a numerical example is also given to illustrate the effectiveness and feasibility of the approaches proposed in this paper.
Keywords :
Lyapunov methods; asymptotic stability; closed loop systems; delays; fuzzy control; linear matrix inequalities; state feedback; Lyapunov-Krasovskii functionals; Takagi-Sugeno fuzzy systems; asymptotic stability; closed loop system; delay-dependent stabilization; fuzzy membership function; input delays; linear matrix inequalities; relaxed quadratic stabilization condition; state delays; state feedback; Chemical industry; Chemical technology; Control system synthesis; Control systems; Delay systems; Electrical equipment industry; Fuzzy control; Fuzzy systems; Nonlinear systems; Takagi-Sugeno model;
Conference_Titel :
Networking, Sensing and Control (ICNSC), 2010 International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4244-6450-0
DOI :
10.1109/ICNSC.2010.5461552