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Dynamic Event-Triggered Predictive Control for Interval Type-2 Fuzzy Systems with Imperfect Premise Matching

This paper investigates the dynamic event-triggered predictive control problem of interval type-2 (IT2) fuzzy systems with imperfect premise matching. First, an IT2 fuzzy systems model is proposed, including a dynamic event-triggered mechanism, which can save limited network resources by reducing th...

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Detalles Bibliográficos
Autores principales: Zhou, Jingfeng, Cao, Jianming, Chen, Jing, Hu, Aihua, Zhang, Jingxiang, Hu, Manfeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8620767/
https://www.ncbi.nlm.nih.gov/pubmed/34828150
http://dx.doi.org/10.3390/e23111452
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author Zhou, Jingfeng
Cao, Jianming
Chen, Jing
Hu, Aihua
Zhang, Jingxiang
Hu, Manfeng
author_facet Zhou, Jingfeng
Cao, Jianming
Chen, Jing
Hu, Aihua
Zhang, Jingxiang
Hu, Manfeng
author_sort Zhou, Jingfeng
collection PubMed
description This paper investigates the dynamic event-triggered predictive control problem of interval type-2 (IT2) fuzzy systems with imperfect premise matching. First, an IT2 fuzzy systems model is proposed, including a dynamic event-triggered mechanism, which can save limited network resources by reducing the number of data packets transmitted, and a predictive controller, which can predict the state of the system between the two successful transmitted instants to deal with unreliable communication networks. Then, according to the Lyapunov stability theory and imperfect premise matching method, sufficient conditions for system stabilization and the controller gain are obtained. Finally, the validity of the proposed method is demonstrated by the numerical examples.
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spelling pubmed-86207672021-11-27 Dynamic Event-Triggered Predictive Control for Interval Type-2 Fuzzy Systems with Imperfect Premise Matching Zhou, Jingfeng Cao, Jianming Chen, Jing Hu, Aihua Zhang, Jingxiang Hu, Manfeng Entropy (Basel) Article This paper investigates the dynamic event-triggered predictive control problem of interval type-2 (IT2) fuzzy systems with imperfect premise matching. First, an IT2 fuzzy systems model is proposed, including a dynamic event-triggered mechanism, which can save limited network resources by reducing the number of data packets transmitted, and a predictive controller, which can predict the state of the system between the two successful transmitted instants to deal with unreliable communication networks. Then, according to the Lyapunov stability theory and imperfect premise matching method, sufficient conditions for system stabilization and the controller gain are obtained. Finally, the validity of the proposed method is demonstrated by the numerical examples. MDPI 2021-11-01 /pmc/articles/PMC8620767/ /pubmed/34828150 http://dx.doi.org/10.3390/e23111452 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhou, Jingfeng
Cao, Jianming
Chen, Jing
Hu, Aihua
Zhang, Jingxiang
Hu, Manfeng
Dynamic Event-Triggered Predictive Control for Interval Type-2 Fuzzy Systems with Imperfect Premise Matching
title Dynamic Event-Triggered Predictive Control for Interval Type-2 Fuzzy Systems with Imperfect Premise Matching
title_full Dynamic Event-Triggered Predictive Control for Interval Type-2 Fuzzy Systems with Imperfect Premise Matching
title_fullStr Dynamic Event-Triggered Predictive Control for Interval Type-2 Fuzzy Systems with Imperfect Premise Matching
title_full_unstemmed Dynamic Event-Triggered Predictive Control for Interval Type-2 Fuzzy Systems with Imperfect Premise Matching
title_short Dynamic Event-Triggered Predictive Control for Interval Type-2 Fuzzy Systems with Imperfect Premise Matching
title_sort dynamic event-triggered predictive control for interval type-2 fuzzy systems with imperfect premise matching
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8620767/
https://www.ncbi.nlm.nih.gov/pubmed/34828150
http://dx.doi.org/10.3390/e23111452
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