Switched Control for Local Stabilization of Discrete-time Uncertain Takagi-Sugeno Fuzzy Systems with Relaxed Estimate of the Domain of Attraction

Detalhes bibliográficos
Autor(a) principal: Santos, Gilberto R. dos
Data de Publicação: 2020
Outros Autores: Oliveira, Diogo R. de, Teixeira, Marcelo C. M. [UNESP], Assuncao, Edvaldo [UNESP], Cardim, Rodrigo [UNESP], Lazarini, Adalberto Z. N. [UNESP], IEEE
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://hdl.handle.net/11449/218671
Resumo: This paper addresses the local stabilization problem and the computation of invariant subsets of the domain of attraction for uncertain nonlinear discrete-time systems. The proposed procedures use Takagi-Sugeno (T-S) fuzzy models that have uncertain membership functions and known local linear models. Based on a non-quadratic Lyapunov function, the proposed method uses a switched control law and the design conditions are given in terms of a optimization problem subject to Linear Matrix Inequalities (LMIs) constraints. The procedure provides a new and effective way to enlarge the estimation of the domain of attraction (DOA). Finally, a numerical example illustrates the effectiveness of the proposed method and compares it with procedures found in the literature.
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spelling Switched Control for Local Stabilization of Discrete-time Uncertain Takagi-Sugeno Fuzzy Systems with Relaxed Estimate of the Domain of AttractionSwitched controlDiscrete-time uncertain nonlinear systemTakagi-Sugeno (T-S) fuzzy modelUncertain membership functionsDomain of attraction (DOA)Linear matrix inequality (LMI)This paper addresses the local stabilization problem and the computation of invariant subsets of the domain of attraction for uncertain nonlinear discrete-time systems. The proposed procedures use Takagi-Sugeno (T-S) fuzzy models that have uncertain membership functions and known local linear models. Based on a non-quadratic Lyapunov function, the proposed method uses a switched control law and the design conditions are given in terms of a optimization problem subject to Linear Matrix Inequalities (LMIs) constraints. The procedure provides a new and effective way to enlarge the estimation of the domain of attraction (DOA). Finally, a numerical example illustrates the effectiveness of the proposed method and compares it with procedures found in the literature.Fundacao Universidade Federal de Mato Grosso do Sul -UFMS/MEC - BrazilConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)UFMS Fed Univ Mato Grosso do Sul, Campus Pantanal, BR-79304902 Corumba, MS, BrazilIFMS Fed Inst Educ Sci & Technol Mato Grosso do S, Campus Tres Lagoas, BR-79641162 Tres Lagoas, MS, BrazilUNESP Sao Paulo State Univ, Sch Engn, Dept Elect Engn, BR-15385000 Ilha Solteira, SP, BrazilUNESP Sao Paulo State Univ, Sch Engn, Dept Elect Engn, BR-15385000 Ilha Solteira, SP, BrazilCNPq: 40137/2019-0CAPES: 001IeeeUniversidade Federal de Mato Grosso do Sul (UFMS)IFMS Fed Inst Educ Sci & Technol Mato Grosso do SUniversidade Estadual Paulista (UNESP)Santos, Gilberto R. dosOliveira, Diogo R. deTeixeira, Marcelo C. M. [UNESP]Assuncao, Edvaldo [UNESP]Cardim, Rodrigo [UNESP]Lazarini, Adalberto Z. N. [UNESP]IEEE2022-04-28T17:22:23Z2022-04-28T17:22:23Z2020-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject82020 Ieee International Conference On Fuzzy Systems (fuzz-ieee). New York: Ieee, 8 p., 2020.1098-7584http://hdl.handle.net/11449/218671WOS:000698733400038Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPeng2020 Ieee International Conference On Fuzzy Systems (fuzz-ieee)info:eu-repo/semantics/openAccess2022-04-28T17:22:23Zoai:repositorio.unesp.br:11449/218671Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462022-04-28T17:22:23Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Switched Control for Local Stabilization of Discrete-time Uncertain Takagi-Sugeno Fuzzy Systems with Relaxed Estimate of the Domain of Attraction
title Switched Control for Local Stabilization of Discrete-time Uncertain Takagi-Sugeno Fuzzy Systems with Relaxed Estimate of the Domain of Attraction
spellingShingle Switched Control for Local Stabilization of Discrete-time Uncertain Takagi-Sugeno Fuzzy Systems with Relaxed Estimate of the Domain of Attraction
Santos, Gilberto R. dos
Switched control
Discrete-time uncertain nonlinear system
Takagi-Sugeno (T-S) fuzzy model
Uncertain membership functions
Domain of attraction (DOA)
Linear matrix inequality (LMI)
title_short Switched Control for Local Stabilization of Discrete-time Uncertain Takagi-Sugeno Fuzzy Systems with Relaxed Estimate of the Domain of Attraction
title_full Switched Control for Local Stabilization of Discrete-time Uncertain Takagi-Sugeno Fuzzy Systems with Relaxed Estimate of the Domain of Attraction
title_fullStr Switched Control for Local Stabilization of Discrete-time Uncertain Takagi-Sugeno Fuzzy Systems with Relaxed Estimate of the Domain of Attraction
title_full_unstemmed Switched Control for Local Stabilization of Discrete-time Uncertain Takagi-Sugeno Fuzzy Systems with Relaxed Estimate of the Domain of Attraction
title_sort Switched Control for Local Stabilization of Discrete-time Uncertain Takagi-Sugeno Fuzzy Systems with Relaxed Estimate of the Domain of Attraction
author Santos, Gilberto R. dos
author_facet Santos, Gilberto R. dos
Oliveira, Diogo R. de
Teixeira, Marcelo C. M. [UNESP]
Assuncao, Edvaldo [UNESP]
Cardim, Rodrigo [UNESP]
Lazarini, Adalberto Z. N. [UNESP]
IEEE
author_role author
author2 Oliveira, Diogo R. de
Teixeira, Marcelo C. M. [UNESP]
Assuncao, Edvaldo [UNESP]
Cardim, Rodrigo [UNESP]
Lazarini, Adalberto Z. N. [UNESP]
IEEE
author2_role author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Federal de Mato Grosso do Sul (UFMS)
IFMS Fed Inst Educ Sci & Technol Mato Grosso do S
Universidade Estadual Paulista (UNESP)
dc.contributor.author.fl_str_mv Santos, Gilberto R. dos
Oliveira, Diogo R. de
Teixeira, Marcelo C. M. [UNESP]
Assuncao, Edvaldo [UNESP]
Cardim, Rodrigo [UNESP]
Lazarini, Adalberto Z. N. [UNESP]
IEEE
dc.subject.por.fl_str_mv Switched control
Discrete-time uncertain nonlinear system
Takagi-Sugeno (T-S) fuzzy model
Uncertain membership functions
Domain of attraction (DOA)
Linear matrix inequality (LMI)
topic Switched control
Discrete-time uncertain nonlinear system
Takagi-Sugeno (T-S) fuzzy model
Uncertain membership functions
Domain of attraction (DOA)
Linear matrix inequality (LMI)
description This paper addresses the local stabilization problem and the computation of invariant subsets of the domain of attraction for uncertain nonlinear discrete-time systems. The proposed procedures use Takagi-Sugeno (T-S) fuzzy models that have uncertain membership functions and known local linear models. Based on a non-quadratic Lyapunov function, the proposed method uses a switched control law and the design conditions are given in terms of a optimization problem subject to Linear Matrix Inequalities (LMIs) constraints. The procedure provides a new and effective way to enlarge the estimation of the domain of attraction (DOA). Finally, a numerical example illustrates the effectiveness of the proposed method and compares it with procedures found in the literature.
publishDate 2020
dc.date.none.fl_str_mv 2020-01-01
2022-04-28T17:22:23Z
2022-04-28T17:22:23Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
status_str publishedVersion
dc.identifier.uri.fl_str_mv 2020 Ieee International Conference On Fuzzy Systems (fuzz-ieee). New York: Ieee, 8 p., 2020.
1098-7584
http://hdl.handle.net/11449/218671
WOS:000698733400038
identifier_str_mv 2020 Ieee International Conference On Fuzzy Systems (fuzz-ieee). New York: Ieee, 8 p., 2020.
1098-7584
WOS:000698733400038
url http://hdl.handle.net/11449/218671
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2020 Ieee International Conference On Fuzzy Systems (fuzz-ieee)
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eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 8
dc.publisher.none.fl_str_mv Ieee
publisher.none.fl_str_mv Ieee
dc.source.none.fl_str_mv Web of Science
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
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