Title :
A new method of stability analysis for T-S fuzzy systems
Author :
Hong, Zhang ; Tian Li
Author_Institution :
Institutet of Elec. & Engn., Anhui Polytech. Univ., Wuhu, China
Abstract :
According to the Takagi-Sugeno (T-S) fuzzy control model of the nonlinear system, using non-parallel distributed control law, a new stability criterion condition and the corresponding analysis method was proposed. Based on Lyapunov stability theorem and linear matrix inequality approach, this condition decouples between the Lyapunov variables and the controller variables by introducing an auxiliary variable and a non-symmetrical matrix, and then reduces the conservatism of stability analysis. The simulations indicate the validity of the proposed methods.
Keywords :
Lyapunov methods; distributed control; fuzzy control; linear matrix inequalities; nonlinear control systems; stability; Lyapunov stability theorem; T-S fuzzy systems; Takagi-Sugeno fuzzy control model; linear matrix inequality approach; nonlinear system; nonparallel distributed control law; nonsymmetrical matrix; stability analysis; Takagi-Sugeno fuzzy model; conservatism; linear matrix inequality; stability;
Conference_Titel :
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4244-7235-2
Electronic_ISBN :
978-1-4244-7237-6
DOI :
10.1109/ICCASM.2010.5622736