Finite-Time H<sub>∞</sub> Control for Nonlinear Stochastic Systems via T-S Fuzzy models

This paper presents a comprehensive study on finite-time H<inf xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">∞</inf> control for nonlinear stochastic systems incorporating both Wiener and Poisson noise via T-S fuzzy models. Initially, leveraging the Itô-Levy formula and matrix inequality technique, we derive sufficient conditions for mean-square finite-time bounded (MSFTB). Following this, we design an observer-based fuzzy controller and formulate sufficient conditions that guarantee the existence of observer-based MSFTB H<inf xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">∞</inf> controllers. Ultimately, we provide an illustrative example to demonstrate the validity of our proposed results.

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Publication Details

Published
2025-05-17
DOI
https://doi.org/10.1109/yac66630.2025.11149639
Primary Topic
Diverse Scientific and Economic Studies
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article
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article

Finite-Time H∞ Control for Nonlinear Stochastic Systems via T-S Fuzzy models

Diverse Scientific and Economic Studies
article

Finite-Time H∞ Control for Nonlinear Stochastic Systems via T-S Fuzzy models

article en

Abstract

This paper presents a comprehensive study on finite-time H<inf xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">∞</inf> control for nonlinear stochastic systems incorporating both Wiener and Poisson noise via T-S fuzzy models. Initially, leveraging the Itô-Levy formula and matrix inequality technique, we derive sufficient conditions for mean-square finite-time bounded (MSFTB). Following this, we design an observer-based fuzzy controller and formulate sufficient conditions that guarantee the existence of observer-based MSFTB H<inf xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">∞</inf> controllers. Ultimately, we provide an illustrative example to demonstrate the validity of our proposed results.

Qilu University of Technology (CN), Qufu Normal University (CN), Guangxi Normal University (CN), Shandong Academy of Sciences (CN)
Openalex Percentile: Top 34%
Diverse Scientific and Economic Studies
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