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A Wearable Device Based on a Fiber Bragg Grating Sensor for Low Back Movements Monitoring †
Low back pain (LBP) is one of the musculoskeletal disorders that most affects workers. Among others, one of the working categories which mainly experiences such disease are video terminal workers. As it causes exploitation of the National Health Service and absenteeism in workplaces, LBP constitutes...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7411829/ https://www.ncbi.nlm.nih.gov/pubmed/32659958 http://dx.doi.org/10.3390/s20143825 |
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author | Zaltieri, Martina Massaroni, Carlo Lo Presti, Daniela Bravi, Marco Sabbadini, Riccardo Miccinilli, Sandra Sterzi, Silvia Formica, Domenico Schena, Emiliano |
author_facet | Zaltieri, Martina Massaroni, Carlo Lo Presti, Daniela Bravi, Marco Sabbadini, Riccardo Miccinilli, Sandra Sterzi, Silvia Formica, Domenico Schena, Emiliano |
author_sort | Zaltieri, Martina |
collection | PubMed |
description | Low back pain (LBP) is one of the musculoskeletal disorders that most affects workers. Among others, one of the working categories which mainly experiences such disease are video terminal workers. As it causes exploitation of the National Health Service and absenteeism in workplaces, LBP constitutes a relevant socio-economic burden. In such a scenario, a prompt detection of wrong seating postures can be useful to prevent the occurrence of this disorder. To date, many tools capable of monitoring the spinal range of motions (ROMs) are marketed, but most of them are unusable in working environments due to their bulkiness, discomfort and invasiveness. In the last decades, fiber optic sensors have made their mark allowing the creation of light and compact wearable systems. In this study, a novel wearable device embedding a Fiber Bragg Grating sensor for the detection of lumbar flexion-extensions (F/E) in seated subjects is proposed. At first, the manufacturing process of the sensing element was shown together with its mechanical characterization, that shows linear response to strain with a high correlation coefficient (R(2) > 0.99) and a sensitivity value (S(ε)) of 0.20 nm∙mε(−1). Then, the capability of the wearable device in measuring F/E in the sagittal body plane was experimentally assessed on a small population of volunteers, using a Motion Capture system (MoCap) as gold standard showing good ability of the system to match the lumbar F/E trend in time. Additionally, the lumbar ROMs were evaluated in terms of intervertebral lumbar distances (Δ [Formula: see text]) and angles, exhibiting moderate to good agreement with the MoCap outputs (the maximum Mean Absolute Error obtained is ~16% in detecting [Formula: see text]). The proposed wearable device is the first attempt for the development of FBG-based wearable systems for workers’ safety monitoring. |
format | Online Article Text |
id | pubmed-7411829 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-74118292020-08-25 A Wearable Device Based on a Fiber Bragg Grating Sensor for Low Back Movements Monitoring † Zaltieri, Martina Massaroni, Carlo Lo Presti, Daniela Bravi, Marco Sabbadini, Riccardo Miccinilli, Sandra Sterzi, Silvia Formica, Domenico Schena, Emiliano Sensors (Basel) Article Low back pain (LBP) is one of the musculoskeletal disorders that most affects workers. Among others, one of the working categories which mainly experiences such disease are video terminal workers. As it causes exploitation of the National Health Service and absenteeism in workplaces, LBP constitutes a relevant socio-economic burden. In such a scenario, a prompt detection of wrong seating postures can be useful to prevent the occurrence of this disorder. To date, many tools capable of monitoring the spinal range of motions (ROMs) are marketed, but most of them are unusable in working environments due to their bulkiness, discomfort and invasiveness. In the last decades, fiber optic sensors have made their mark allowing the creation of light and compact wearable systems. In this study, a novel wearable device embedding a Fiber Bragg Grating sensor for the detection of lumbar flexion-extensions (F/E) in seated subjects is proposed. At first, the manufacturing process of the sensing element was shown together with its mechanical characterization, that shows linear response to strain with a high correlation coefficient (R(2) > 0.99) and a sensitivity value (S(ε)) of 0.20 nm∙mε(−1). Then, the capability of the wearable device in measuring F/E in the sagittal body plane was experimentally assessed on a small population of volunteers, using a Motion Capture system (MoCap) as gold standard showing good ability of the system to match the lumbar F/E trend in time. Additionally, the lumbar ROMs were evaluated in terms of intervertebral lumbar distances (Δ [Formula: see text]) and angles, exhibiting moderate to good agreement with the MoCap outputs (the maximum Mean Absolute Error obtained is ~16% in detecting [Formula: see text]). The proposed wearable device is the first attempt for the development of FBG-based wearable systems for workers’ safety monitoring. MDPI 2020-07-09 /pmc/articles/PMC7411829/ /pubmed/32659958 http://dx.doi.org/10.3390/s20143825 Text en © 2020 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 Zaltieri, Martina Massaroni, Carlo Lo Presti, Daniela Bravi, Marco Sabbadini, Riccardo Miccinilli, Sandra Sterzi, Silvia Formica, Domenico Schena, Emiliano A Wearable Device Based on a Fiber Bragg Grating Sensor for Low Back Movements Monitoring † |
title | A Wearable Device Based on a Fiber Bragg Grating Sensor for Low Back Movements Monitoring † |
title_full | A Wearable Device Based on a Fiber Bragg Grating Sensor for Low Back Movements Monitoring † |
title_fullStr | A Wearable Device Based on a Fiber Bragg Grating Sensor for Low Back Movements Monitoring † |
title_full_unstemmed | A Wearable Device Based on a Fiber Bragg Grating Sensor for Low Back Movements Monitoring † |
title_short | A Wearable Device Based on a Fiber Bragg Grating Sensor for Low Back Movements Monitoring † |
title_sort | wearable device based on a fiber bragg grating sensor for low back movements monitoring † |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7411829/ https://www.ncbi.nlm.nih.gov/pubmed/32659958 http://dx.doi.org/10.3390/s20143825 |
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