Title :
H2 guaranteed cost of uncertain continuous T-S fuzzy systems by multiple Lyapunov function approach
Author :
Horng, Wen-Ren ; Fang, Chun-Hsiung ; Lee, Ching-Hsiang ; Chou, Jyh-Horng
Author_Institution :
Dept. of Electr. Eng., Nat. Kaohsiung Univ. of Appl. Sci., Kaohsiung, Taiwan
Abstract :
In this paper, the H2 guaranteed cost control problem of uncertain continuous T-S fuzzy systems is investigated. We approach this problem by considering the multiple Lyapunov function and utilizing the non-PDC controller. Sufficient conditions for ensuring certain H2 cost as well as asymptotical stability are derived and expressed in terms of LMIs. Unlike existing approaches, the assumption of known upper bounds on the time derivative of membership functions, which is quite unrealistic, is not required anymore in the present one. Numerical examples are also given to demonstrate our approach has lower H2 guaranteed cost as well as control force in comparison with the existing ones.
Keywords :
Lyapunov methods; asymptotic stability; continuous systems; fuzzy control; fuzzy systems; linear matrix inequalities; nonlinear control systems; H2 guaranteed cost control problem; LMI; asymptotic stability; linear matrix inequality; membership function; multiple Lyapunov function approach; nonPDC controller; uncertain continuous T-S fuzzy system; upper bounds; Asymptotic stability; Fuzzy systems; Lyapunov methods; Numerical stability; Stability analysis; Uncertainty; Upper bound; H2 guaranteed cost control; T-S fuzzy model; linear matrix inequality;
Conference_Titel :
Fuzzy Systems (FUZZ), 2011 IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-7315-1
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2011.6007360