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H∞model reduction design in finite frequency ranges for discrete-time Takagi-Sugeno fuzzy systems

Authors :
El-Amrani, Abderrahim
Boukili, Bensalem
Hajjaji, Ahmed El
Boumhidi, Ismail
Hmamed, Abdelaziz
Source :
International Journal of System of Systems Engineering; 2021, Vol. 11 Issue: 2 p89-104, 16p
Publication Year :
2021

Abstract

This paper addresses the problem of H∞model reduction design in finite frequency ranges for discrete-time nonlinear systems. With the aid of the generalised Kalman-Yakubovich-Popov (gKYP) lemma, the Lyapunov theory, and some matrix inequality techniques, sufficient conditions for the finite frequency model reduction problem are derived. The design conditions are given in terms of sufficient parameter-dependent linear matrix inequalities that can be solved through relaxations based on semi-definite programming. The advantages of the proposed approach are illustrated through numerical examples and comparisons with other available techniques.

Details

Language :
English
ISSN :
17480671 and 1748068X
Volume :
11
Issue :
2
Database :
Supplemental Index
Journal :
International Journal of System of Systems Engineering
Publication Type :
Periodical
Accession number :
ejs57013006
Full Text :
https://doi.org/10.1504/IJSSE.2021.116047