Title :
Decentralized Fuzzy
Filtering for Nonlinear Interconnected Systems With Multiple Time Delays
Author :
Zhang, Hongbin ; Dang, Chuangyin ; Zhang, Jian
Author_Institution :
Sch. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
In general, due to the interaction among subsystems, it is difficult to design an H∞ filter for nonlinear interconnected systems. This paper introduces a decentralized H∞ fuzzy filter design for nonlinear interconnected systems with multiple time delays via T-S fuzzy models. The T-S fuzzy model consists of N time-delay T-S fuzzy subsystems. The decentralized H∞ filter is designed based on this model, which the asymptotic stability and a prescribed H∞ performance index are guaranteed for the overall filtering error system. A sufficient condition for the existence of such a filter is established by using linear matrix inequalities that are numerically feasible. A simulation example is given to show the effectiveness of this approach.
Keywords :
H∞ control; asymptotic stability; decentralised control; delays; fuzzy set theory; linear matrix inequalities; nonlinear control systems; T-S fuzzy models; asymptotic stability; decentralized fuzzy H∞ filtering; filtering error system; linear matrix inequalities; multiple time delays; nonlinear interconnected systems; $H_{infty}$ filter; Decentralized; Takagi–Sugeno (T-S) fuzzy model; multiple time delays; nonlinear interconnected system;
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
DOI :
10.1109/TSMCB.2010.2042956