Title :
Filter Design for Nonlinear Systems With Time-Delay Through T–S Fuzzy Model Approach
Author :
Lin, Chong ; Wang, Qing-Guo ; Lee, Tong Heng ; Chen, Bing
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore
fDate :
6/1/2008 12:00:00 AM
Abstract :
This paper is concerned with the Hinfin filter design for nonlinear systems with time-varying delay via Takagi-Sugeno fuzzy model approach. Delay-dependent design method is proposed in terms of linear matrix inequalities (LMIs), which forms the main contribution of this paper. The main technique used is the free-weighting matrix method combined with a matrix decoupling approach. The results for rate-independent case, delay-independent case, and delay-free case are also given as easy corollaries. An illustrative example is given to show the effectiveness of the present method.
Keywords :
Hinfin control; control system synthesis; delay systems; filtering theory; fuzzy set theory; linear matrix inequalities; nonlinear control systems; Hinfin filter design; T-S fuzzy model approach; Takagi-Sugeno fuzzy model approach; free-weighting matrix method; linear matrix inequalities; matrix decoupling approach; nonlinear systems; time-delay; Filter; fuzzy systems; time delay;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2007.905915