A wireless posture monitoring system for personalized home-based rehabilitation
Autor(a) principal: | |
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Data de Publicação: | 2015 |
Outros Autores: | , |
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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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 |
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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) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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1799132378064486400 |