4.7 Article

Membership-function-dependent dynamic output feedback H? controller design of continuous-time T-S fuzzy systems via non-quadratic Lyapunov function

Journal

ISA TRANSACTIONS
Volume 134, Issue -, Pages 212-225

Publisher

ELSEVIER SCIENCE INC
DOI: 10.1016/j.isatra.2022.09.006

Keywords

Imperfect premise matching; Dynamic output feedbackH? control; Non-quadratic Lyapunov function; T-S fuzzy systems; Membership-function-dependent

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This paper focuses on the dynamic output feedback H infinity (DOFH) control for continuous-time Takagi-Sugeno (T-S) fuzzy systems under imperfect premise matching (IPM). A DOFH switching controller with membership functions (MFs) distinct from the fuzzy systems is designed. The controller is based on a non-quadratic Lyapunov function (NQLF) using MFs, and the time derivatives of MFs are addressed by a switching strategy. The proposed method incorporates more boundary information of MFs into the stability conditions to reduce conservatism.
The dynamic output feedback H infinity (DOFH) control under imperfect premise matching (IPM) is studied in this paper for continuous-time Takagi-Sugeno (T-S) fuzzy systems. Different from the existing results, the DOFH switching controller, which enjoys membership functions (MFs) distinct from the fuzzy systems, is designed. First, the non-quadratic Lyapunov function (NQLF) based on MFs is utilized to design the controller. The time derivatives of MFs are addressed by the switching strategy. Second, a method based on linear matrix inequality (LMI) is given to make the controller gains solvable. Third, an improved method is developed to incorporate the more boundary information of MFs into the stability conditions to reduce conservatism. Finally, three examples are used to certify the advantage of the approach.(c) 2022 ISA. Published by Elsevier Ltd. All rights reserved.

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