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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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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. |
format | Online Article Text |
id | pubmed-6210183 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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