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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Autores principales:	Jingfeng Zhou, Jianming Cao, Jing Chen, Aihua Hu, Jingxiang Zhang, Manfeng Hu
Formato:	article
Lenguaje:	EN
Publicado:	MDPI AG 2021
Materias:	interval type-2 fuzzy systems imperfect premise matching dynamic event-triggered mechanism predictive controller Science Q Astrophysics QB460-466 Physics QC1-999
Acceso en línea:	https://doaj.org/article/1079b68291954c61b882d07ac6cdec96
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spelling	oai:doaj.org-article:1079b68291954c61b882d07ac6cdec962021-11-25T17:29:46ZDynamic Event-Triggered Predictive Control for Interval Type-2 Fuzzy Systems with Imperfect Premise Matching10.3390/e231114521099-4300https://doaj.org/article/1079b68291954c61b882d07ac6cdec962021-11-01T00:00:00Zhttps://www.mdpi.com/1099-4300/23/11/1452https://doaj.org/toc/1099-4300This 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.Jingfeng ZhouJianming CaoJing ChenAihua HuJingxiang ZhangManfeng HuMDPI AGarticleinterval type-2 fuzzy systemsimperfect premise matchingdynamic event-triggered mechanismpredictive controllerScienceQAstrophysicsQB460-466PhysicsQC1-999ENEntropy, Vol 23, Iss 1452, p 1452 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	interval type-2 fuzzy systems imperfect premise matching dynamic event-triggered mechanism predictive controller Science Q Astrophysics QB460-466 Physics QC1-999
spellingShingle	interval type-2 fuzzy systems imperfect premise matching dynamic event-triggered mechanism predictive controller Science Q Astrophysics QB460-466 Physics QC1-999 Jingfeng Zhou Jianming Cao Jing Chen Aihua Hu Jingxiang Zhang Manfeng Hu Dynamic Event-Triggered Predictive Control for Interval Type-2 Fuzzy Systems with Imperfect Premise Matching
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	article
author	Jingfeng Zhou Jianming Cao Jing Chen Aihua Hu Jingxiang Zhang Manfeng Hu
author_facet	Jingfeng Zhou Jianming Cao Jing Chen Aihua Hu Jingxiang Zhang Manfeng Hu
author_sort	Jingfeng Zhou
title	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_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_sort	dynamic event-triggered predictive control for interval type-2 fuzzy systems with imperfect premise matching
publisher	MDPI AG
publishDate	2021
url	https://doaj.org/article/1079b68291954c61b882d07ac6cdec96
work_keys_str_mv	AT jingfengzhou dynamiceventtriggeredpredictivecontrolforintervaltype2fuzzysystemswithimperfectpremisematching AT jianmingcao dynamiceventtriggeredpredictivecontrolforintervaltype2fuzzysystemswithimperfectpremisematching AT jingchen dynamiceventtriggeredpredictivecontrolforintervaltype2fuzzysystemswithimperfectpremisematching AT aihuahu dynamiceventtriggeredpredictivecontrolforintervaltype2fuzzysystemswithimperfectpremisematching AT jingxiangzhang dynamiceventtriggeredpredictivecontrolforintervaltype2fuzzysystemswithimperfectpremisematching AT manfenghu dynamiceventtriggeredpredictivecontrolforintervaltype2fuzzysystemswithimperfectpremisematching
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Dynamic Event-Triggered Predictive Control for Interval Type-2 Fuzzy Systems with Imperfect Premise Matching

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