Title :
Stability Analysis of Discrete T-S Fuzzy Systems with Piecewise Fuzzy Lyapunov Approach
Author :
Zhang, Songtao ; Ren, Guang
Author_Institution :
Marine Eng. Coll., Dalian Maritime Univ.
Abstract :
For the conservatism problem of stability analysis of fuzzy systems with the common Lyapunov approach and the fuzzy Lyapunov approach, this paper proposes a new sufficient condition to check the stability of open-loop discrete T-S fuzzy systems based on the definition of the discrete piecewise fuzzy Lyapunov function. This condition only needs satisfying the condition of fuzzy Lyapunov approach in each maximal overlapped-rule group. Therefore, the proposed condition not only is less conservative and difficult than former two approaches, but also includes them as special cases. A simulation example shows the approach is effective and advantageous
Keywords :
Lyapunov methods; control system analysis; discrete systems; fuzzy control; fuzzy systems; open loop systems; stability; discrete T-S fuzzy systems; discrete piecewise fuzzy Lyapunov function; open-loop systems; stability analysis; sufficient condition; Automation; Educational institutions; Fuzzy control; Fuzzy systems; Intelligent control; Lyapunov method; Stability analysis; Sufficient conditions; T-S fuzzy system; fuzzy Lyapunov function; stability analysis;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1713081