Robust switched control design for electrically stimulated lower limbs: A linear model analysis in healthy and spinal cord injured subjects
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , , , |
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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Repositório Institucional da UNESP |
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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 |
|
_version_ |
1808129059147743232 |