Robust switched control design for electrically stimulated lower limbs: A linear model analysis in healthy and spinal cord injured subjects

Detalhes bibliográficos
Autor(a) principal: Teodoro, Ricardo G. [UNESP]
Data de Publicação: 2020
Outros Autores: Nunes, Willian R.B.M. [UNESP], de Araujo, Rafael A. [UNESP], Sanches, Marcelo A.A. [UNESP], Teixeira, Marcelo C.M. [UNESP], de Carvalho, Aparecido A. [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.conengprac.2020.104530
http://hdl.handle.net/11449/200739
Resumo: Functional electrical stimulation (FES) has been used to restore and aid motor functions in paraplegics, promoting better therapeutic results for its users. From experimental results, one can observe that there exists an uncertain term added to the control signal for a given operating point, because of the plant uncertainties. An experimental setup is presented to identify a linear model containing uncertainties. Then, robust single-gain controllers and suitable switched controllers are designed for compensating the uncertain term added to the control signal. Open-loop technique, robust single-gain and robust switched controllers are numerically compared. The experimental results show the regulation for five healthy and four paraplegic individuals. The successful run time when the robust switched control is used along with a smooth switching signal is higher than those of other studies presented in the literature. In addition, the results indicate that compared with the robust single-gain controller, the robust switched controller minimizes the influence of the parametric uncertainties, returns the smallest time-derivative value of the Lyapunov function, and presents higher feasibility and lower gain norm to control the system.
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spelling Robust switched control design for electrically stimulated lower limbs: A linear model analysis in healthy and spinal cord injured subjectsFunctional electrical stimulation (FES)Linear matrix inequalities (LMIs)RehabilitationSwitched controlFunctional electrical stimulation (FES) has been used to restore and aid motor functions in paraplegics, promoting better therapeutic results for its users. From experimental results, one can observe that there exists an uncertain term added to the control signal for a given operating point, because of the plant uncertainties. An experimental setup is presented to identify a linear model containing uncertainties. Then, robust single-gain controllers and suitable switched controllers are designed for compensating the uncertain term added to the control signal. Open-loop technique, robust single-gain and robust switched controllers are numerically compared. The experimental results show the regulation for five healthy and four paraplegic individuals. The successful run time when the robust switched control is used along with a smooth switching signal is higher than those of other studies presented in the literature. In addition, the results indicate that compared with the robust single-gain controller, the robust switched controller minimizes the influence of the parametric uncertainties, returns the smallest time-derivative value of the Lyapunov function, and presents higher feasibility and lower gain norm to control the system.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)IFPR - Federal Institute of Education Science and Technology of Paraná, José Felipe Tequinha St., 1400 Paranavaí, PRUTFPR - Federal University of Technology-Paraná Control and Automation Laboratory, Marcilio Dias St., 635. Apucarana, PRUNESP - São Paulo State University Control Research Laboratory Ilha Solteira SPUNESP - São Paulo State University Instrumentation and Biomedical Engineering Laboratory Ilha Solteira SPUNESP - São Paulo State University Control Research Laboratory Ilha Solteira SPUNESP - São Paulo State University Instrumentation and Biomedical Engineering Laboratory Ilha Solteira SPCAPES: 001Science and Technology of ParanáControl and Automation LaboratoryUniversidade Estadual Paulista (Unesp)Teodoro, Ricardo G. [UNESP]Nunes, Willian R.B.M. [UNESP]de Araujo, Rafael A. [UNESP]Sanches, Marcelo A.A. [UNESP]Teixeira, Marcelo C.M. [UNESP]de Carvalho, Aparecido A. [UNESP]2020-12-12T02:14:47Z2020-12-12T02:14:47Z2020-09-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1016/j.conengprac.2020.104530Control Engineering Practice, v. 102.0967-0661http://hdl.handle.net/11449/20073910.1016/j.conengprac.2020.1045302-s2.0-85087781513Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengControl Engineering Practiceinfo:eu-repo/semantics/openAccess2024-07-04T15:32:36Zoai:repositorio.unesp.br:11449/200739Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T19:21:49.605375Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Robust switched control design for electrically stimulated lower limbs: A linear model analysis in healthy and spinal cord injured subjects
title Robust switched control design for electrically stimulated lower limbs: A linear model analysis in healthy and spinal cord injured subjects
spellingShingle Robust switched control design for electrically stimulated lower limbs: A linear model analysis in healthy and spinal cord injured subjects
Teodoro, Ricardo G. [UNESP]
Functional electrical stimulation (FES)
Linear matrix inequalities (LMIs)
Rehabilitation
Switched control
title_short Robust switched control design for electrically stimulated lower limbs: A linear model analysis in healthy and spinal cord injured subjects
title_full Robust switched control design for electrically stimulated lower limbs: A linear model analysis in healthy and spinal cord injured subjects
title_fullStr Robust switched control design for electrically stimulated lower limbs: A linear model analysis in healthy and spinal cord injured subjects
title_full_unstemmed Robust switched control design for electrically stimulated lower limbs: A linear model analysis in healthy and spinal cord injured subjects
title_sort Robust switched control design for electrically stimulated lower limbs: A linear model analysis in healthy and spinal cord injured subjects
author Teodoro, Ricardo G. [UNESP]
author_facet Teodoro, Ricardo G. [UNESP]
Nunes, Willian R.B.M. [UNESP]
de Araujo, Rafael A. [UNESP]
Sanches, Marcelo A.A. [UNESP]
Teixeira, Marcelo C.M. [UNESP]
de Carvalho, Aparecido A. [UNESP]
author_role author
author2 Nunes, Willian R.B.M. [UNESP]
de Araujo, Rafael A. [UNESP]
Sanches, Marcelo A.A. [UNESP]
Teixeira, Marcelo C.M. [UNESP]
de Carvalho, Aparecido A. [UNESP]
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Science and Technology of Paraná
Control and Automation Laboratory
Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Teodoro, Ricardo G. [UNESP]
Nunes, Willian R.B.M. [UNESP]
de Araujo, Rafael A. [UNESP]
Sanches, Marcelo A.A. [UNESP]
Teixeira, Marcelo C.M. [UNESP]
de Carvalho, Aparecido A. [UNESP]
dc.subject.por.fl_str_mv Functional electrical stimulation (FES)
Linear matrix inequalities (LMIs)
Rehabilitation
Switched control
topic Functional electrical stimulation (FES)
Linear matrix inequalities (LMIs)
Rehabilitation
Switched control
description Functional electrical stimulation (FES) has been used to restore and aid motor functions in paraplegics, promoting better therapeutic results for its users. From experimental results, one can observe that there exists an uncertain term added to the control signal for a given operating point, because of the plant uncertainties. An experimental setup is presented to identify a linear model containing uncertainties. Then, robust single-gain controllers and suitable switched controllers are designed for compensating the uncertain term added to the control signal. Open-loop technique, robust single-gain and robust switched controllers are numerically compared. The experimental results show the regulation for five healthy and four paraplegic individuals. The successful run time when the robust switched control is used along with a smooth switching signal is higher than those of other studies presented in the literature. In addition, the results indicate that compared with the robust single-gain controller, the robust switched controller minimizes the influence of the parametric uncertainties, returns the smallest time-derivative value of the Lyapunov function, and presents higher feasibility and lower gain norm to control the system.
publishDate 2020
dc.date.none.fl_str_mv 2020-12-12T02:14:47Z
2020-12-12T02:14:47Z
2020-09-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1016/j.conengprac.2020.104530
Control Engineering Practice, v. 102.
0967-0661
http://hdl.handle.net/11449/200739
10.1016/j.conengprac.2020.104530
2-s2.0-85087781513
url http://dx.doi.org/10.1016/j.conengprac.2020.104530
http://hdl.handle.net/11449/200739
identifier_str_mv Control Engineering Practice, v. 102.
0967-0661
10.1016/j.conengprac.2020.104530
2-s2.0-85087781513
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Control Engineering Practice
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
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)
repository.mail.fl_str_mv
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