JOURNAL ARTICLE

Improved filtering H∞ finite frequency of Takagi-Sugeno fuzzy systems

Rim Mrani AlaouiAbderrahim El‐Amrani

Year: 2021 Journal:   International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering Vol: 12 (4)Pages: 2523-2523   Publisher: Institute of Advanced Engineering and Science (IAES)

Abstract

The work treats the filter H∞ finite frequency (FF) in Takagi-Sugeno (T-S) two dimensional (2-D) systems described by Fornasini-Marchesini local state-space (FM LSS)models. The goal of this work is to find an FF H∞ T-S fuzzy filter model design in such a way that the error system is stable and has a reduced FF H∞ performance over FF area swith noise is established as aprerequisite. Via the use of the generalized Kalman Yakubovich Popov (gKYP) lemma, Lyapunov functions approach, Finsler’s lemma, and parameterize slack matrices, new design conditions guaranteeing the FF H∞ T-S fuzzy filter method of FM LSS models are developed by solving linear matrix inequalities (LMIs). At last, the simulation results are provided to show the effectiveness and the validity of the proposed FF T-S fuzzy of FM LSS models strategy by a practical application has been made.

Keywords:
Lemma (botany) Control theory (sociology) Mathematics Kalman filter Filter (signal processing) Fuzzy logic Noise (video) Lyapunov function Applied mathematics Filter design Computer science Artificial intelligence Statistics Nonlinear system Control (management)

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Topics

Neural Networks and Applications
Physical Sciences →  Computer Science →  Artificial Intelligence
Fuzzy Logic and Control Systems
Physical Sciences →  Computer Science →  Artificial Intelligence
Chaos control and synchronization
Physical Sciences →  Physics and Astronomy →  Statistical and Nonlinear Physics

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