Title :
Delay-dependent fuzzy H∞ filtering for a class of nonlinear systems with time delays
Author_Institution :
Dalian Maritime Univ., Dalian
fDate :
May 30 2007-June 1 2007
Abstract :
This paper addresses H∞ filtering problem for fuzzy dynamical systems with time delays based on Takagi-Sugeno (T-S) model. The main objective is to obtain fuzzy H∞ filter such that the filtering error system is stable and guarantees a prescribed estimation error level. By use of delay-dependent Lyapunov functional approach, sufficient conditions are derived for the existence of fuzzy H∞ filter in terms of linear matrix inequalities (LMI). An example is given to illustrate the proposed results.
Keywords :
H∞ control; Lyapunov methods; delays; filtering theory; fuzzy systems; linear matrix inequalities; nonlinear systems; stability; Takagi-Sugeno model; delay-dependent Lyapunov functional approach; delay-dependent fuzzy H∞ filtering; filtering error system; fuzzy dynamical systems; linear matrix inequalities; nonlinear systems; sufficient condition; time delays; Automatic control; Delay effects; Filtering; Filters; Fuzzy control; Fuzzy systems; Nonlinear control systems; Nonlinear systems; Statistics; Takagi-Sugeno model;
Conference_Titel :
Control and Automation, 2007. ICCA 2007. IEEE International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-1-4244-0817-7
Electronic_ISBN :
978-1-4244-0818-4
DOI :
10.1109/ICCA.2007.4376588