Title :
Exponential stability of filtering problems for delay fuzzy systems
Author :
Lin, Yu-Cheng ; Lo, Ji-Chang
Author_Institution :
Dept. of Mechanical Eng., Nat. Central Univ., Chung-li, Taiwan
Abstract :
This paper concerns fuzzy filter design problems for a continuous-time T-S fuzzy system with multiple time delays in the state variables. By using a standard quadratic Lyapunov function, globally exponential stability is demonstrated for the filtering error fuzzy system. And due to the simplest structure of Lyapunov function, the bounds and varying rates of delay times are unknown in this work. A sufficient condition is stated in terms of LMI, which can be solved easily by existing convex algorithms. Lastly, an example illustrates the proposed design methodology.
Keywords :
Lyapunov methods; asymptotic stability; continuous time systems; control system synthesis; delay systems; delays; fuzzy control; fuzzy systems; linear matrix inequalities; nonlinear control systems; LMI; Takagi-Sugeno fuzzy model; continuous-time T-S fuzzy system; convex algorithms; delay fuzzy systems; filtering error fuzzy system; filtering problems; fuzzy filter design problems; globally exponential stability; linear matrix inequalities; multiple time delays; standard quadratic Lyapunov function; Delay effects; Delay systems; Filtering; Filters; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Lyapunov method; Stability; Symmetric matrices;
Conference_Titel :
Networking, Sensing and Control, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8193-9
DOI :
10.1109/ICNSC.2004.1297071