Title :
Robust exponential H∞ filtering for discrete-time switched fuzzy systems
Author :
Guanjie Yu ; Yanbing Mao ; Chenhui Zhou
Author_Institution :
Sch. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
This paper considers H∞ filter of discrete-time switched nonlinear systems via T-S fuzzy model. Piecewise fuzzy weighting-dependent Lyapunov function and average dwell time approach are utilized for the exponentially stability analysis and H∞ filter design, which the exponentially stability and a prescribed H∞ performance index are guaranteed for the filtering error system. The sufficient conditions for the existence of the H∞ filter are given in the form of linear matrix inequalities (LMIs). An example of an uncertain single link robot arm is given to demonstrate the efficiency of the proposed method.
Keywords :
H∞ filters; Lyapunov methods; asymptotic stability; discrete time systems; fuzzy systems; linear matrix inequalities; nonlinear systems; performance index; time-varying systems; H∞ filter design; H∞ performance index; LMI; T-S fuzzy model; average dwell time approach; discrete-time switched nonlinear fuzzy systems; exponentially stability analysis; filtering error system; linear matrix inequalities; piecewise fuzzy weighting-dependent Lyapunov function; robust exponential H∞ filtering; sufficient conditions; uncertain single-link robot arm; Fuzzy systems; Lyapunov methods; Nonlinear systems; Robots; Robustness; Switches;
Conference_Titel :
Communications, Circuits and Systems (ICCCAS), 2013 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4799-3050-0
DOI :
10.1109/ICCCAS.2013.6765242