Sensor-driven agenda for intelligent home care of the elderly

Detalhes bibliográficos
Autor(a) principal: Costa, Angelo
Data de Publicação: 2012
Outros Autores: Castillo, José Carlos, Novais, Paulo, Fernández-Caballero, Antonio, Simões, Ricardo
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/11110/302
Resumo: The exponential increase of home-bound persons who live alone and are in need of continuous monitoring requires new solutions to current problems. Most of these cases present illnesses such as motor or psychological disabilities that deprive of a normal living. Common events such as forgetfulness or falls are quite common and have to be prevented or dealt with. This paper introduces a platform to guide and assist these persons (mostly elderly people) by providing multisensory monitoring and intelligent assistance. The platform operates at three levels. The lower level, denominated ‘‘Data acquisition and processing’’performs the usual tasks of a monitoring system, collecting and processing data from the sensors for the purpose of detecting and tracking humans. The aim is to identify their activities in an intermediate level called ‘‘activity detection’’. The upper level, ‘‘Scheduling and decision-making’’, consists of a scheduler which provides warnings, schedules events in an intelligent manner and serves as an interface to the rest of the platform. The idea is to use mobile and static sensors performing constant monitoring of the user and his/her environment, providing a safe environment and an immediate response to severe problems. A case study on elderly fall detection in a nursery home bedroom demonstrates the usefulness of the proposal.
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spelling Sensor-driven agenda for intelligent home care of the elderlyHome careElderlyMonitoringPersonal agendaIntelligent agentsThe exponential increase of home-bound persons who live alone and are in need of continuous monitoring requires new solutions to current problems. Most of these cases present illnesses such as motor or psychological disabilities that deprive of a normal living. Common events such as forgetfulness or falls are quite common and have to be prevented or dealt with. This paper introduces a platform to guide and assist these persons (mostly elderly people) by providing multisensory monitoring and intelligent assistance. The platform operates at three levels. The lower level, denominated ‘‘Data acquisition and processing’’performs the usual tasks of a monitoring system, collecting and processing data from the sensors for the purpose of detecting and tracking humans. The aim is to identify their activities in an intermediate level called ‘‘activity detection’’. The upper level, ‘‘Scheduling and decision-making’’, consists of a scheduler which provides warnings, schedules events in an intelligent manner and serves as an interface to the rest of the platform. The idea is to use mobile and static sensors performing constant monitoring of the user and his/her environment, providing a safe environment and an immediate response to severe problems. A case study on elderly fall detection in a nursery home bedroom demonstrates the usefulness of the proposal.This work is partially supported by the Spanish Ministerio de Economía y Competitividad/FEDER under Project TIN2010-20845-C03-01 and by the Spanish Junta de Comunidades de Castilla-La Mancha/FEDER under Project PII2I09-0069-0994. Also in collaboration with the AAL4ALL QREN 13852 project.Expert Systems with Applications2013-11-20T18:06:28Z2012-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/11110/302oai:ciencipca.ipca.pt:11110/302enghttp://hdl.handle.net/11110/302metadata only accessinfo:eu-repo/semantics/openAccessCosta, AngeloCastillo, José CarlosNovais, PauloFernández-Caballero, AntonioSimões, Ricardoreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2022-09-05T12:51:52Zoai:ciencipca.ipca.pt:11110/302Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T15:00:42.881909Repositório 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 Sensor-driven agenda for intelligent home care of the elderly
title Sensor-driven agenda for intelligent home care of the elderly
spellingShingle Sensor-driven agenda for intelligent home care of the elderly
Costa, Angelo
Home care
Elderly
Monitoring
Personal agenda
Intelligent agents
title_short Sensor-driven agenda for intelligent home care of the elderly
title_full Sensor-driven agenda for intelligent home care of the elderly
title_fullStr Sensor-driven agenda for intelligent home care of the elderly
title_full_unstemmed Sensor-driven agenda for intelligent home care of the elderly
title_sort Sensor-driven agenda for intelligent home care of the elderly
author Costa, Angelo
author_facet Costa, Angelo
Castillo, José Carlos
Novais, Paulo
Fernández-Caballero, Antonio
Simões, Ricardo
author_role author
author2 Castillo, José Carlos
Novais, Paulo
Fernández-Caballero, Antonio
Simões, Ricardo
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Costa, Angelo
Castillo, José Carlos
Novais, Paulo
Fernández-Caballero, Antonio
Simões, Ricardo
dc.subject.por.fl_str_mv Home care
Elderly
Monitoring
Personal agenda
Intelligent agents
topic Home care
Elderly
Monitoring
Personal agenda
Intelligent agents
description The exponential increase of home-bound persons who live alone and are in need of continuous monitoring requires new solutions to current problems. Most of these cases present illnesses such as motor or psychological disabilities that deprive of a normal living. Common events such as forgetfulness or falls are quite common and have to be prevented or dealt with. This paper introduces a platform to guide and assist these persons (mostly elderly people) by providing multisensory monitoring and intelligent assistance. The platform operates at three levels. The lower level, denominated ‘‘Data acquisition and processing’’performs the usual tasks of a monitoring system, collecting and processing data from the sensors for the purpose of detecting and tracking humans. The aim is to identify their activities in an intermediate level called ‘‘activity detection’’. The upper level, ‘‘Scheduling and decision-making’’, consists of a scheduler which provides warnings, schedules events in an intelligent manner and serves as an interface to the rest of the platform. The idea is to use mobile and static sensors performing constant monitoring of the user and his/her environment, providing a safe environment and an immediate response to severe problems. A case study on elderly fall detection in a nursery home bedroom demonstrates the usefulness of the proposal.
publishDate 2012
dc.date.none.fl_str_mv 2012-01-01T00:00:00Z
2013-11-20T18:06:28Z
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publisher.none.fl_str_mv Expert Systems with Applications
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