Title :
Robust dissipative filtering for time-delay T-S fuzzy systems
Author :
Li, Yanjiang ; Duan, Guangren
Author_Institution :
Sch. of Math. Sci., Heilongjiang Univ., Harbin, China
Abstract :
The robust dissipative filtering problem of nonlinear systems with time-delay which can be represented by Takagi-Sugeno (T-S) fuzzy models with time-delay is addressed. The parametric uncertainty is assumed to be norm bounded. Based on delay-dependent Lyapunov functional approach, some sufficient conditions for the existence of robust dissipative filters are provided. With the help of linear matrix inequality (LMI) method, robust dissipative delay-dependent filters are designed such that, for all admissible uncertainties and time delays, the resulting filtering error system is robustly stable and satisfies the proposed dissipative performance. The effectiveness of the proposed method can be shown by the simulation example.
Keywords :
Lyapunov methods; delays; filtering theory; fuzzy systems; linear matrix inequalities; nonlinear control systems; robust control; LMI method; T-S fuzzy models; Takagi-Sugeno models; admissible uncertainty; delay-dependent Lyapunov functional approach; dissipative performance; filtering error system; linear matrix inequality; nonlinear systems; norm bounded; parametric uncertainty; robust dissipative delay-dependent filters; robust dissipative filtering; robust dissipative filters; sufficient conditions; time delays; time-delay T-S fuzzy systems; Delay; Fuzzy systems; Linear matrix inequalities; Lyapunov methods; Robustness; Symmetric matrices; Uncertainty; Delay-dependent; LMI; T-S fuzzy system; robust dissipative filter;
Conference_Titel :
Control and Decision Conference (CCDC), 2011 Chinese
Conference_Location :
Mianyang
Print_ISBN :
978-1-4244-8737-0
DOI :
10.1109/CCDC.2011.5968446