Title :
A weighting dependent Lyapunov function based relaxed stability criterion for T-S fuzzy discrete systems
Author :
Wang, Wen-June ; Sun, Chung-Hsun
Author_Institution :
Dept. of Electr. Eng., Nat. Central Univ., Chung-li, Taiwan
Abstract :
A weighting dependent Lyapunov function based stability criterion for T-S fuzzy discrete systems has been studied in lots of literature. That is to find out r (number of rules) symmetric positive matrices PiS to satisfy r2 Lyapunov inequalities. The aim of this paper is to reduce the Lyapunov inequalities which should be satisfied with positive matrices PiS then the conservatism of the stability conditions would be relaxed. From the viewpoint of the group of firing rules and the maximum distance between two successive states of the system, a new relaxed stability criterion based on the weighting dependent Lyapunov function is proposed. Finally, an example is illustrated to show the relaxation effectiveness of the proposed stability criterion.
Keywords :
Lyapunov methods; discrete systems; fuzzy control; stability criteria; Lyapunov inequalities; T-S fuzzy discrete system; stability criterion; weighting dependent Lyapunov function; Electrical equipment industry; Fuzzy control; Fuzzy systems; Industrial control; Linear matrix inequalities; Lyapunov method; Stability criteria; State estimation; Sun; Symmetric matrices;
Conference_Titel :
Networking, Sensing and Control, 2005. Proceedings. 2005 IEEE
Print_ISBN :
0-7803-8812-7
DOI :
10.1109/ICNSC.2005.1461175