Title :
Nonfragile
Filtering of Continuous-Time Fuzzy Systems
Author :
Chang, Xiao-Heng ; Yang, Guang-hong
Author_Institution :
Coll. of Eng., Bohai Univ., Jinzhou, China
fDate :
4/1/2011 12:00:00 AM
Abstract :
This paper is concerned with the problem of nonfragile H∞ filtering for a class of continuous-time fuzzy systems. Attention is focused on the design of a filter such that the filtering error system preserves a prescribed H∞ performance, where the filter to be designed is assumed to have gain variations. By using the quadratic Lyapunov function approach and adding slack matrix variables, sufficient conditions for designing the nonfragile H∞ filter are proposed in terms of solutions to a set of linear matrix inequalities (LMIs). Finally, a simulation example will be given to show the efficiency of the proposed design methods.
Keywords :
Lyapunov methods; continuous time filters; filtering theory; fuzzy systems; linear matrix inequalities; matrix algebra; continuous-time fuzzy systems; filtering error system; linear matrix inequalities; nonfragile H∞ filtering; quadratic Lyapunov function; slack matrix; $H_{infty}$ filtering; Continuous-time fuzzy systems; linear matrix inequalities (LMIs); nonfragile;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2010.2103068