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StraightenUp+: Monitoring of Posture during Daily Activities for Older Persons Using Wearable Sensors

Monitoring the posture of older persons using portable sensors while they carry out daily activities can facilitate the process of generating indicators with which to evaluate their health and quality of life. The majority of current research into such sensors focuses primarily on their functionalit...

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Detalles Bibliográficos
Autores principales: Cajamarca, Gabriela, Rodríguez, Iyubanit, Herskovic, Valeria, Campos, Mauricio, Riofrío, Juan Carlos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6210183/
https://www.ncbi.nlm.nih.gov/pubmed/30314352
http://dx.doi.org/10.3390/s18103409
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author Cajamarca, Gabriela
Rodríguez, Iyubanit
Herskovic, Valeria
Campos, Mauricio
Riofrío, Juan Carlos
author_facet Cajamarca, Gabriela
Rodríguez, Iyubanit
Herskovic, Valeria
Campos, Mauricio
Riofrío, Juan Carlos
author_sort Cajamarca, Gabriela
collection PubMed
description Monitoring the posture of older persons using portable sensors while they carry out daily activities can facilitate the process of generating indicators with which to evaluate their health and quality of life. The majority of current research into such sensors focuses primarily on their functionality and accuracy, and minimal effort is dedicated to understanding the experience of older persons who interact with the devices. This study proposes a wearable device to identify the bodily postures of older persons, while also looking into the perceptions of the users. For the purposes of this study, thirty independent and semi-independent older persons undertook eight different types of physical activity, including: walking, raising arms, lowering arms, leaning forward, sitting, sitting upright, transitioning from standing to sitting, and transitioning from sitting to standing. The data was classified offline, achieving an accuracy of 93.5%, while overall device user perception was positive. Participants rated the usability of the device, in addition to their overall user experience, highly.
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spelling pubmed-62101832018-11-02 StraightenUp+: Monitoring of Posture during Daily Activities for Older Persons Using Wearable Sensors Cajamarca, Gabriela Rodríguez, Iyubanit Herskovic, Valeria Campos, Mauricio Riofrío, Juan Carlos Sensors (Basel) Article Monitoring the posture of older persons using portable sensors while they carry out daily activities can facilitate the process of generating indicators with which to evaluate their health and quality of life. The majority of current research into such sensors focuses primarily on their functionality and accuracy, and minimal effort is dedicated to understanding the experience of older persons who interact with the devices. This study proposes a wearable device to identify the bodily postures of older persons, while also looking into the perceptions of the users. For the purposes of this study, thirty independent and semi-independent older persons undertook eight different types of physical activity, including: walking, raising arms, lowering arms, leaning forward, sitting, sitting upright, transitioning from standing to sitting, and transitioning from sitting to standing. The data was classified offline, achieving an accuracy of 93.5%, while overall device user perception was positive. Participants rated the usability of the device, in addition to their overall user experience, highly. MDPI 2018-10-11 /pmc/articles/PMC6210183/ /pubmed/30314352 http://dx.doi.org/10.3390/s18103409 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Cajamarca, Gabriela
Rodríguez, Iyubanit
Herskovic, Valeria
Campos, Mauricio
Riofrío, Juan Carlos
StraightenUp+: Monitoring of Posture during Daily Activities for Older Persons Using Wearable Sensors
title StraightenUp+: Monitoring of Posture during Daily Activities for Older Persons Using Wearable Sensors
title_full StraightenUp+: Monitoring of Posture during Daily Activities for Older Persons Using Wearable Sensors
title_fullStr StraightenUp+: Monitoring of Posture during Daily Activities for Older Persons Using Wearable Sensors
title_full_unstemmed StraightenUp+: Monitoring of Posture during Daily Activities for Older Persons Using Wearable Sensors
title_short StraightenUp+: Monitoring of Posture during Daily Activities for Older Persons Using Wearable Sensors
title_sort straightenup+: monitoring of posture during daily activities for older persons using wearable sensors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6210183/
https://www.ncbi.nlm.nih.gov/pubmed/30314352
http://dx.doi.org/10.3390/s18103409
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