Title :
Delay-dependent decentralised Hα filtering for fuzzy interconnected systems with time-varying delay based on Takagi-geno fuzzy model
Author :
Hongbin Zhang ; Guanjie Yu ; Chenhui Zhou ; Chuangyin Dang
Author_Institution :
Sch. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China Chengdu, Chengdu, China
Abstract :
This study focuses on the problem of delay-dependent H∞ filter design for non-linear interconnected systems with time-varying delays via Takagi-Sugeno fuzzy models. Based on the delay-dependent fuzzy Lyapunov-Krasovskii functional and the fuzzy-free weighting matrix technique, the delay-dependent stability and a prescribed H∞ performance index are guaranteed for the overall filtering-error system. In addition, a sufficient condition for the existence of such a filter is established by using linear matrix inequalities that are numerically feasible. Finally, two examples are given to demonstrate the effectiveness and advantage of the proposed approach.
Keywords :
H∞ filters; Lyapunov methods; delays; fuzzy set theory; interconnected systems; linear matrix inequalities; multivariable systems; nonlinear systems; time-varying systems; H∞ performance index; Takagi-Sugeno fuzzy model; delay dependent decentralised H∞ filtering; delay dependent fuzzy Lyapunov-Krasovskii functiona; filtering error system; fuzzy free weighting matrix technique; fuzzy interconnected systems; linear matrix inequalities; nonlinear interconnected systems; time-varying delay;
Journal_Title :
Control Theory & Applications, IET
DOI :
10.1049/iet-cta.2012.0381