A wireless posture monitoring system for personalized home-based rehabilitation

Detalhes bibliográficos
Autor(a) principal: Macedo, Pedro José Silva Ferreira Arade
Data de Publicação: 2015
Outros Autores: Afonso, José A., Simões, Ricardo João Ferreira
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/1822/47912
Resumo: We live in an aging society, an issue that will be exacerbated in the coming decades, due to low birth rates and increasing life expectancy. With the decline in physical and cognitive functions with age, it is of the utmost importance to maintain regular physical activity, in order to preserve an individual’s mobility, motor capabilities and coordination. Within this context, this paper describes the development of a wireless sensor network and its application in a human motion capture system based on wearable inertial and magnetic sensors. The goal is to enable, through continuous real-time monitoring, the creation of a personalized home-based rehabilitation system for the elderly population and/or injured people. Within this system, the user can benefit from an assisted mode, in which their movements can be compared to a reference motion model of the same movements, resulting in visual feedback alerts given by the application. This motion model can be created previously, in a ‘learning phase’, under supervision of a caregiver.
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spelling A wireless posture monitoring system for personalized home-based rehabilitationPhysiotherapyWireless sensor networksMotion captureWearable sensorsPosture monitoringEngenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e InformáticaWe live in an aging society, an issue that will be exacerbated in the coming decades, due to low birth rates and increasing life expectancy. With the decline in physical and cognitive functions with age, it is of the utmost importance to maintain regular physical activity, in order to preserve an individual’s mobility, motor capabilities and coordination. Within this context, this paper describes the development of a wireless sensor network and its application in a human motion capture system based on wearable inertial and magnetic sensors. The goal is to enable, through continuous real-time monitoring, the creation of a personalized home-based rehabilitation system for the elderly population and/or injured people. Within this system, the user can benefit from an assisted mode, in which their movements can be compared to a reference motion model of the same movements, resulting in visual feedback alerts given by the application. This motion model can be created previously, in a ‘learning phase’, under supervision of a caregiver.Project “AAL4ALL”, co-financed by the European Community Fund FEDER through COMPETE – Programa Operacional Factores de Competitividade (POFC). This work is funded by FEDER funds through the COMPETE 2020 Programme and National Funds through FCT - Portuguese Foundation for Science and Technology under the projects UID/CTM/50025/2013 and UID/EEA/04436/2013.info:eu-repo/semantics/publishedVersionIFSA PublishingUniversidade do MinhoMacedo, Pedro José Silva Ferreira AradeAfonso, José A.Simões, Ricardo João Ferreira2015-062015-06-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/47912eng2306-85151726-5479http://www.sensorsportal.com/HTML/DIGEST/P_2670.htminfo: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:RCAAP2023-07-21T12:07:43Zoai:repositorium.sdum.uminho.pt:1822/47912Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T18:58:44.931112Repositório 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 A wireless posture monitoring system for personalized home-based rehabilitation
title A wireless posture monitoring system for personalized home-based rehabilitation
spellingShingle A wireless posture monitoring system for personalized home-based rehabilitation
Macedo, Pedro José Silva Ferreira Arade
Physiotherapy
Wireless sensor networks
Motion capture
Wearable sensors
Posture monitoring
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
title_short A wireless posture monitoring system for personalized home-based rehabilitation
title_full A wireless posture monitoring system for personalized home-based rehabilitation
title_fullStr A wireless posture monitoring system for personalized home-based rehabilitation
title_full_unstemmed A wireless posture monitoring system for personalized home-based rehabilitation
title_sort A wireless posture monitoring system for personalized home-based rehabilitation
author Macedo, Pedro José Silva Ferreira Arade
author_facet Macedo, Pedro José Silva Ferreira Arade
Afonso, José A.
Simões, Ricardo João Ferreira
author_role author
author2 Afonso, José A.
Simões, Ricardo João Ferreira
author2_role author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Macedo, Pedro José Silva Ferreira Arade
Afonso, José A.
Simões, Ricardo João Ferreira
dc.subject.por.fl_str_mv Physiotherapy
Wireless sensor networks
Motion capture
Wearable sensors
Posture monitoring
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
topic Physiotherapy
Wireless sensor networks
Motion capture
Wearable sensors
Posture monitoring
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
description We live in an aging society, an issue that will be exacerbated in the coming decades, due to low birth rates and increasing life expectancy. With the decline in physical and cognitive functions with age, it is of the utmost importance to maintain regular physical activity, in order to preserve an individual’s mobility, motor capabilities and coordination. Within this context, this paper describes the development of a wireless sensor network and its application in a human motion capture system based on wearable inertial and magnetic sensors. The goal is to enable, through continuous real-time monitoring, the creation of a personalized home-based rehabilitation system for the elderly population and/or injured people. Within this system, the user can benefit from an assisted mode, in which their movements can be compared to a reference motion model of the same movements, resulting in visual feedback alerts given by the application. This motion model can be created previously, in a ‘learning phase’, under supervision of a caregiver.
publishDate 2015
dc.date.none.fl_str_mv 2015-06
2015-06-01T00:00:00Z
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/1822/47912
url http://hdl.handle.net/1822/47912
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2306-8515
1726-5479
http://www.sensorsportal.com/HTML/DIGEST/P_2670.htm
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.publisher.none.fl_str_mv IFSA Publishing
publisher.none.fl_str_mv IFSA Publishing
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
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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