Title :
Stabilization of fuzzy systems with input and state delays
Author :
Lo, Ji-Chang ; Wang, YuChi
Author_Institution :
Mech. Eng., Nat. Central Univ., Jhong-Li, Taiwan
Abstract :
In this study, a stabilization problem for continuous-time fuzzy systems subject to multiple time-varying delays in both state and input variables is addressed. Based on Lyapunov-Krasovskii functional and Pólya theorem, a sufficient stabilization condition is stated in terms of LMIs. Therefore, stabilizing controllers can be obtained easily with existing convex algorithms. Unlike existing methods, polynomial theory is used to deal with input-delay term u(t - σ(t)) since this delay term introduces an additional summation after defuzzification. Lastly, an example is given to illustrate the advantages of the proposed machinery, yielding more relaxed results when compared to existing methods.
Keywords :
Lyapunov methods; continuous time systems; delays; fuzzy control; linear matrix inequalities; time-varying systems; LMI; Lyapunov-Krasovskii functional; Pólya theorem; continuous time fuzzy systems; fuzzy systems stabilization; input delays; linear matrix inequality; polynomial theory; state delays; time varying delays; Control systems; Delay; Delay effects; Fuzzy systems; Polynomials; Symmetric matrices; Time varying systems; Common P relaxation; Delay systems; Linear matrix inequality; Takagi-Sugeno fuzzy model;
Conference_Titel :
Intelligent Control (ISIC), 2010 IEEE International Symposium on
Conference_Location :
Yokohama
Print_ISBN :
978-1-4244-5360-3
Electronic_ISBN :
2158-9860
DOI :
10.1109/ISIC.2010.5612916