Title :
A Piecewise Fuzzy Lyapunov Function Approach to Stability Analysis of Discrete T-S Fuzzy System
Author :
Zhang, Gui-Chen ; Zhang, Song-tao ; Ren, Guang
Author_Institution :
Dalian Maritime Univ., Dalian
Abstract :
Stability analysis of discrete T-S fuzzy system with the common Lyapunov function approach and the fuzzy Lyapunov function approach is computationally attractive but conservative. Based on the definition of a discrete piecewise fuzzy Lyapunov function at each overlapping rules group, this paper introduces a new sufficient stability condition that only needs satisfying the stability condition of the fuzzy Lyapunov function approach in each maximal overlapped-rules group (MORG). A simulation example shows the condition is less conservative and easier to check than earlier approaches.
Keywords :
Lyapunov methods; discrete systems; fuzzy control; stability; discrete Takagi-Sugeno fuzzy system; discrete piecewise fuzzy Lyapunov function; maximal overlapped-rules group; stability analysis; Computational modeling; Educational institutions; Fuzzy logic; Fuzzy sets; Fuzzy systems; Humans; Linear matrix inequalities; Lyapunov method; Stability analysis; Sufficient conditions;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2874-8
DOI :
10.1109/FSKD.2007.108