Cargando…
Occupational Risk Prevention through Smartwatches: Precision and Uncertainty Effects of the Built-In Accelerometer
Wearable technology has had a significant growth in the last years; this is particularly true of smartwatches, due to their potential advantages and ease of use. These smart devices integrate sensors that can be potentially used within industrial settings and for several applications, such as safety...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6263432/ https://www.ncbi.nlm.nih.gov/pubmed/30404241 http://dx.doi.org/10.3390/s18113805 |
_version_ | 1783375293116841984 |
---|---|
author | Sigcha, Luis Pavón, Ignacio Arezes, Pedro Costa, Nélson De Arcas, Guillermo López, Juan Manuel |
author_facet | Sigcha, Luis Pavón, Ignacio Arezes, Pedro Costa, Nélson De Arcas, Guillermo López, Juan Manuel |
author_sort | Sigcha, Luis |
collection | PubMed |
description | Wearable technology has had a significant growth in the last years; this is particularly true of smartwatches, due to their potential advantages and ease of use. These smart devices integrate sensors that can be potentially used within industrial settings and for several applications, such as safety, monitoring, and the identification of occupational risks. The accelerometer is one of the main sensors integrated into these devices. However, several studies have identified that sensors integrated into smart devices may present inaccuracies during data acquisition, which may influence the performance of their potential applications. This article presents an analysis from the metrological point of view to characterize the amplitude and frequency response of the integrated accelerometers in three currently available commercial smartwatches, and it also includes an analysis of the uncertainties associated with these measurements by adapting the procedures described in several International Organization for Standardization (ISO) standards. The results show that despite the technical limitations produced by the factory configuration, these devices can be used in various applications related to occupational risk assessment. Opportunities for improvement have also been identified, which will allow us to take advantage of this technology in several innovative applications within industrial settings and, in particular, for occupational health purposes. |
format | Online Article Text |
id | pubmed-6263432 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-62634322018-12-12 Occupational Risk Prevention through Smartwatches: Precision and Uncertainty Effects of the Built-In Accelerometer Sigcha, Luis Pavón, Ignacio Arezes, Pedro Costa, Nélson De Arcas, Guillermo López, Juan Manuel Sensors (Basel) Article Wearable technology has had a significant growth in the last years; this is particularly true of smartwatches, due to their potential advantages and ease of use. These smart devices integrate sensors that can be potentially used within industrial settings and for several applications, such as safety, monitoring, and the identification of occupational risks. The accelerometer is one of the main sensors integrated into these devices. However, several studies have identified that sensors integrated into smart devices may present inaccuracies during data acquisition, which may influence the performance of their potential applications. This article presents an analysis from the metrological point of view to characterize the amplitude and frequency response of the integrated accelerometers in three currently available commercial smartwatches, and it also includes an analysis of the uncertainties associated with these measurements by adapting the procedures described in several International Organization for Standardization (ISO) standards. The results show that despite the technical limitations produced by the factory configuration, these devices can be used in various applications related to occupational risk assessment. Opportunities for improvement have also been identified, which will allow us to take advantage of this technology in several innovative applications within industrial settings and, in particular, for occupational health purposes. MDPI 2018-11-06 /pmc/articles/PMC6263432/ /pubmed/30404241 http://dx.doi.org/10.3390/s18113805 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 Sigcha, Luis Pavón, Ignacio Arezes, Pedro Costa, Nélson De Arcas, Guillermo López, Juan Manuel Occupational Risk Prevention through Smartwatches: Precision and Uncertainty Effects of the Built-In Accelerometer |
title | Occupational Risk Prevention through Smartwatches: Precision and Uncertainty Effects of the Built-In Accelerometer |
title_full | Occupational Risk Prevention through Smartwatches: Precision and Uncertainty Effects of the Built-In Accelerometer |
title_fullStr | Occupational Risk Prevention through Smartwatches: Precision and Uncertainty Effects of the Built-In Accelerometer |
title_full_unstemmed | Occupational Risk Prevention through Smartwatches: Precision and Uncertainty Effects of the Built-In Accelerometer |
title_short | Occupational Risk Prevention through Smartwatches: Precision and Uncertainty Effects of the Built-In Accelerometer |
title_sort | occupational risk prevention through smartwatches: precision and uncertainty effects of the built-in accelerometer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6263432/ https://www.ncbi.nlm.nih.gov/pubmed/30404241 http://dx.doi.org/10.3390/s18113805 |
work_keys_str_mv | AT sigchaluis occupationalriskpreventionthroughsmartwatchesprecisionanduncertaintyeffectsofthebuiltinaccelerometer AT pavonignacio occupationalriskpreventionthroughsmartwatchesprecisionanduncertaintyeffectsofthebuiltinaccelerometer AT arezespedro occupationalriskpreventionthroughsmartwatchesprecisionanduncertaintyeffectsofthebuiltinaccelerometer AT costanelson occupationalriskpreventionthroughsmartwatchesprecisionanduncertaintyeffectsofthebuiltinaccelerometer AT dearcasguillermo occupationalriskpreventionthroughsmartwatchesprecisionanduncertaintyeffectsofthebuiltinaccelerometer AT lopezjuanmanuel occupationalriskpreventionthroughsmartwatchesprecisionanduncertaintyeffectsofthebuiltinaccelerometer |