DocumentCode :
2472180
Title :
LMI-based non-quadratic stabilization conditions for T-S fuzzy systems with delays in state and input
Author :
Tsai, Shun-Hung ; Li, Ching-Lun
Author_Institution :
Grad. Inst. of Autom. Technol., Nat. Taipei Univ. of Technol., Taipei, Taiwan
fYear :
2012
fDate :
14-17 Oct. 2012
Firstpage :
2247
Lastpage :
2252
Abstract :
This paper investigated the stabilization and stability problems for the Takagi-Sugeno (T-S) fuzzy systems with delays in state and input. Based on the non-parallel distributed compensation (non-PDC) technology, a fuzzy controller with non-PDC control laws is proposed to stabilize the T-S fuzzy systems with delays in state and input. For relaxing the stabilization conditions, a parameter-dependent Lyapunov function (PDLF) is employed for the time-delay T-S fuzzy systems. By adopting a PDLF and applying the proposed fuzzy non-PDC controller, the delay-dependent non-quadratic stabilization conditions for the T-S fuzzy systems with delays in state and input are presented in terms of linear matrix inequalities (LMIs) to guarantee the asymptotic stabilization of the fuzzy system. Finally, two numerical examples are provided to demonstrate that the proposed stability conditions are less conservative than some quadratic approaches and the proposed non-PDC fuzzy controller is effective.
Keywords :
Lyapunov methods; asymptotic stability; compensation; delays; distributed control; fuzzy control; fuzzy set theory; fuzzy systems; linear matrix inequalities; LMI-based nonquadratic stabilization condition; PDLF; Takagi-Sugeno fuzzy system; asymptotic stabilization; delay-dependent nonquadratic stabilization condition; fuzzy controller; input delays; linear matrix inequalities; nonPDC control; nonparallel distributed compensation technology; parameter-dependent Lyapunov function; state delays; time delay T-S fuzzy system; Asymptotic stability; Delay; Fuzzy control; Nonlinear systems; Stability analysis; Symmetric matrices; Takagi-Sugeno (T-S) fuzzy system; input-delay; non-parallel distributed compensation (non-PDC); time-delay;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4673-1713-9
Electronic_ISBN :
978-1-4673-1712-2
Type :
conf
DOI :
10.1109/ICSMC.2012.6378075
Filename :
6378075
Link To Document :
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