Title :
A novel H∞ filter design for nonlinear systems with time delay via T-S fuzzy models
Author :
Xi-Qin He ; Tuo Zhou
Author_Institution :
Sch. of Sci., Univ. of Sci. & Technol. Liaoning, Anshan, China
Abstract :
This paper is concerned with the filter design for nonlinear systems with time-varying delay via Takagi-Sugeno fuzzy model approach. A Novel H∞ filter design method is proposed through the use of inequality transformation of the derivatives of Lyapunov functionals without ignoring some useful terms, which improves the existing ones. The main technique is the free-weighting matrix method combined with a matrix decoupling approach. In addition, a sufficient condition for the existence of such an H∞ filter is established in terms of solutions to a set of linear matrix inequalities (LMIs). Finally, an illustrative example is given to show the effectiveness of the method.
Keywords :
H∞ filters; H∞ control; Lyapunov methods; delays; linear matrix inequalities; nonlinear control systems; time-varying systems; H∞ filter design; LMI; Lyapunov functionals; T-S fuzzy models; Takagi-Sugeno fuzzy model approach; free-weighting matrix method; inequality transformation; linear matrix inequalities; matrix decoupling approach; nonlinear systems; sufficient condition; time-varying delay; Delays; Fuzzy systems; Linear matrix inequalities; Maximum likelihood detection; Nonlinear filters; Nonlinear systems; Filter; Fuzzy system model; Linear matrix inequality (LMI); T-S fuzzy systems; Time-varying delay;
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
DOI :
10.1109/ChiCC.2014.6895707