Application of force and inertial sensors to monitor gait on legacy walkers

Detalhes bibliográficos
Autor(a) principal: Viegas, Vitor
Data de Publicação: 2018
Outros Autores: Pereira, José Miguel Costa Dias, Postolache, Octavian, Girão, Pedro Silva
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.26/28133
Resumo: Walker assistive devices play an important role in extending the autonomy of elderly people and in recovering the mobility of people affected by locomotion disabilities. The next generation of walkers are hoped to include embedded sensors and data processing capabilities that will allow for the extraction of objective metrics (about gait and body posture) to assist the work of physiotherapists and to enable the self-control nature of walker usage. The paper presents the Andante, our latest proposal of a smart walker intended to monitor and analyze gait in real time. The system makes use of e-textile electrodes to sense the heart rate of the user, load cells to measure the forces applied on the walker legs, and an inertial measurement unit to sense motion and orientation. These signals are sampled locally and transferred over a Bluetooth link to a remote host, where they are processed in real time. Data processing includes the detection, classification, and characterization of the steps. A rich set of parameters is presented for each step, including estimates of balance and motor coordination, step length and azimuth, and lift of the walker frame. This information can be used by physiotherapist to objectively assess the physical condition of the user and tune rehabilitation therapy if needed. The proposed solution can be easily integrated into any commercial walker without any loss of functionality.
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spelling Application of force and inertial sensors to monitor gait on legacy walkersforce measurementload cellIMUwalker assistive devicegait analysisWalker assistive devices play an important role in extending the autonomy of elderly people and in recovering the mobility of people affected by locomotion disabilities. The next generation of walkers are hoped to include embedded sensors and data processing capabilities that will allow for the extraction of objective metrics (about gait and body posture) to assist the work of physiotherapists and to enable the self-control nature of walker usage. The paper presents the Andante, our latest proposal of a smart walker intended to monitor and analyze gait in real time. The system makes use of e-textile electrodes to sense the heart rate of the user, load cells to measure the forces applied on the walker legs, and an inertial measurement unit to sense motion and orientation. These signals are sampled locally and transferred over a Bluetooth link to a remote host, where they are processed in real time. Data processing includes the detection, classification, and characterization of the steps. A rich set of parameters is presented for each step, including estimates of balance and motor coordination, step length and azimuth, and lift of the walker frame. This information can be used by physiotherapist to objectively assess the physical condition of the user and tune rehabilitation therapy if needed. The proposed solution can be easily integrated into any commercial walker without any loss of functionality.Repositório ComumViegas, VitorPereira, José Miguel Costa DiasPostolache, OctavianGirão, Pedro Silva2019-03-26T14:37:46Z2018-122018-12-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.26/28133engViegas, V., Pereira, J.D., Postolache, O. & Girão, P.S. (2018). Application of force and inertial sensors to monitor gait on legacy walkers. Acta Imeko, 7 (4), pp. 33-41.2221-870Xinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-21T09:54:53Zoai:comum.rcaap.pt:10400.26/28133Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:10:40.949254Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Application of force and inertial sensors to monitor gait on legacy walkers
title Application of force and inertial sensors to monitor gait on legacy walkers
spellingShingle Application of force and inertial sensors to monitor gait on legacy walkers
Viegas, Vitor
force measurement
load cell
IMU
walker assistive device
gait analysis
title_short Application of force and inertial sensors to monitor gait on legacy walkers
title_full Application of force and inertial sensors to monitor gait on legacy walkers
title_fullStr Application of force and inertial sensors to monitor gait on legacy walkers
title_full_unstemmed Application of force and inertial sensors to monitor gait on legacy walkers
title_sort Application of force and inertial sensors to monitor gait on legacy walkers
author Viegas, Vitor
author_facet Viegas, Vitor
Pereira, José Miguel Costa Dias
Postolache, Octavian
Girão, Pedro Silva
author_role author
author2 Pereira, José Miguel Costa Dias
Postolache, Octavian
Girão, Pedro Silva
author2_role author
author
author
dc.contributor.none.fl_str_mv Repositório Comum
dc.contributor.author.fl_str_mv Viegas, Vitor
Pereira, José Miguel Costa Dias
Postolache, Octavian
Girão, Pedro Silva
dc.subject.por.fl_str_mv force measurement
load cell
IMU
walker assistive device
gait analysis
topic force measurement
load cell
IMU
walker assistive device
gait analysis
description Walker assistive devices play an important role in extending the autonomy of elderly people and in recovering the mobility of people affected by locomotion disabilities. The next generation of walkers are hoped to include embedded sensors and data processing capabilities that will allow for the extraction of objective metrics (about gait and body posture) to assist the work of physiotherapists and to enable the self-control nature of walker usage. The paper presents the Andante, our latest proposal of a smart walker intended to monitor and analyze gait in real time. The system makes use of e-textile electrodes to sense the heart rate of the user, load cells to measure the forces applied on the walker legs, and an inertial measurement unit to sense motion and orientation. These signals are sampled locally and transferred over a Bluetooth link to a remote host, where they are processed in real time. Data processing includes the detection, classification, and characterization of the steps. A rich set of parameters is presented for each step, including estimates of balance and motor coordination, step length and azimuth, and lift of the walker frame. This information can be used by physiotherapist to objectively assess the physical condition of the user and tune rehabilitation therapy if needed. The proposed solution can be easily integrated into any commercial walker without any loss of functionality.
publishDate 2018
dc.date.none.fl_str_mv 2018-12
2018-12-01T00:00:00Z
2019-03-26T14:37:46Z
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://hdl.handle.net/10400.26/28133
url http://hdl.handle.net/10400.26/28133
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Viegas, V., Pereira, J.D., Postolache, O. & Girão, P.S. (2018). Application of force and inertial sensors to monitor gait on legacy walkers. Acta Imeko, 7 (4), pp. 33-41.
2221-870X
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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