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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-8620767 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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