Title :
New Results on
Filter Design for Nonlinear Systems With Time Delay via T–S Fuzzy Models
Author :
Huang, Sheng-Juan ; He, Xi-Qin ; Zhang, Ning-Ning
Author_Institution :
Sch. of Sci., Univ. of Sci. & Technol. LiaoNing, Anshan, China
Abstract :
This paper focuses on the problem of designing H∞ filters for nonlinear systems with time-varying delay via Takagi-Sugeno (T-S) fuzzy models. Some new results on H∞ filter design are proposed by estimating the upper bounds of the derivatives of Lyapunov functionals without ignoring some useful terms, which improve the existing ones. 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, two examples are given to demonstrate the effectiveness of the proposed method.
Keywords :
control system synthesis; delays; fuzzy control; linear matrix inequalities; nonlinear control systems; H∞ filter design; Lyapunov functionals; Takagi-Sugeno fuzzy models; linear matrix inequalities; nonlinear systems; time delay; $H_infty$ filter; Takagi–Sugeno (T–S) fuzzy systems; linear matrix inequality (LMI); nonlinear systems; time-varying delay;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2010.2089632