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Local dynamic output feedback control of saturated discrete-time T-S fuzzy systems with partially measured premise variables.

Authors :
Tognetti, Eduardo S.
Linhares, Tássio M.
Source :
International Journal of Systems Science; Oct2023, Vol. 54 Issue 14, p2784-2798, 15p
Publication Year :
2023

Abstract

This paper aims to investigate the problem of designing locally stabilizing dynamic output feedback controllers and estimate the domain of attraction for discrete-time Takagi-Sugeno (T-S) fuzzy systems. A realistic scenario is assumed where the control signal is subject to saturation, and the premise variables are partially or completely unmeasured, that is, not available for the control law. As a result, the fuzzy output controller can have a different number of fuzzy rules and a different set of membership functions from the T-S model. To obtain locally stabilizable conditions, we propose modeling the variation rate of the membership functions without using upper bounds, a new contribution in the context of output control of discrete-time T-S systems. The design conditions are expressed as linear matrix inequality relaxations based on fuzzy Lyapunov functions using slack variables introduced by Finsler's lemma. Numerical examples illustrate the effectiveness of the approach. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00207721
Volume :
54
Issue :
14
Database :
Complementary Index
Journal :
International Journal of Systems Science
Publication Type :
Academic Journal
Accession number :
172868885
Full Text :
https://doi.org/10.1080/00207721.2023.2252548