Title of Paper:An approach to observer design of continuous-time Takagi-Sugeno fuzzy model with bounded disturbances

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Date of Publication:2015-12-10

Journal:INFORMATION SCIENCES

Included Journals:SCIE、EI、Scopus

Volume:324

Page Number:108-125

ISSN No.:0020-0255

Key Words:Takagi-Sugeno's fuzzy model; Observer design; Non-parallel distributed compensation law; Non-quadratic Lyapunov function

Abstract:This paper addresses the problem of designing the observer for a class of nonlinear systems by using the T-S (Takagi-Sugeno) fuzzy model. First, two lemmas are obtained to demonstrate how to design the observer. Then, based on the non-quadratic Lyapunov function, a new method is proposed to locally stabilize the T-S fuzzy system. The new method can be applied to any T-S models no matter whether the rules are even or odd. Naturally, the new method is extended to get some LMIs (Linear Matrix Inequalities) to design the observer. For practical reason, the disturbances considered in this paper are bounded by magnitude and energy. Finally, three examples are given to illustrate the effectiveness of the new approach. (C) 2015 Elsevier Inc. All rights reserved.