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Wearable Detection of Trunk Flexions: Capacitive Elastomeric Sensors Compared to Inertial Sensors

Continuous monitoring of flexions of the trunk via wearable sensors could help various types of workers to reduce risks associated with incorrect postures and movements. Stretchable piezo-capacitive elastomeric sensors based on dielectric elastomers have recently been described as a wearable, lightw...

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Autores principales: Frediani, Gabriele, Bocchi, Leonardo, Vannetti, Federica, Zonfrillo, Giovanni, Carpi, Federico
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8398997/
https://www.ncbi.nlm.nih.gov/pubmed/34450895
http://dx.doi.org/10.3390/s21165453
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author Frediani, Gabriele
Bocchi, Leonardo
Vannetti, Federica
Zonfrillo, Giovanni
Carpi, Federico
author_facet Frediani, Gabriele
Bocchi, Leonardo
Vannetti, Federica
Zonfrillo, Giovanni
Carpi, Federico
author_sort Frediani, Gabriele
collection PubMed
description Continuous monitoring of flexions of the trunk via wearable sensors could help various types of workers to reduce risks associated with incorrect postures and movements. Stretchable piezo-capacitive elastomeric sensors based on dielectric elastomers have recently been described as a wearable, lightweight and cost-effective technology to monitor human kinematics. Their stretching causes an increase of capacitance, which can be related to angular movements. Here, we describe a wearable wireless system to detect flexions of the trunk, based on such sensors. In particular, we present: (i) a comparison of different calibration strategies for the capacitive sensors, using either an accelerometer or a gyroscope as an inclinometer; (ii) a comparison of the capacitive sensors’ performance with those of the accelerometer and gyroscope; to that aim, the three types of sensors were evaluated relative to stereophotogrammetry. Compared to the gyroscope, the capacitive sensors showed a higher accuracy. Compared to the accelerometer, their performance was lower when used as quasi-static inclinometers but also higher in case of highly dynamic accelerations. This makes the capacitive sensors attractive as a complementary, rather than alternative, technology to inertial sensors.
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spelling pubmed-83989972021-08-29 Wearable Detection of Trunk Flexions: Capacitive Elastomeric Sensors Compared to Inertial Sensors Frediani, Gabriele Bocchi, Leonardo Vannetti, Federica Zonfrillo, Giovanni Carpi, Federico Sensors (Basel) Article Continuous monitoring of flexions of the trunk via wearable sensors could help various types of workers to reduce risks associated with incorrect postures and movements. Stretchable piezo-capacitive elastomeric sensors based on dielectric elastomers have recently been described as a wearable, lightweight and cost-effective technology to monitor human kinematics. Their stretching causes an increase of capacitance, which can be related to angular movements. Here, we describe a wearable wireless system to detect flexions of the trunk, based on such sensors. In particular, we present: (i) a comparison of different calibration strategies for the capacitive sensors, using either an accelerometer or a gyroscope as an inclinometer; (ii) a comparison of the capacitive sensors’ performance with those of the accelerometer and gyroscope; to that aim, the three types of sensors were evaluated relative to stereophotogrammetry. Compared to the gyroscope, the capacitive sensors showed a higher accuracy. Compared to the accelerometer, their performance was lower when used as quasi-static inclinometers but also higher in case of highly dynamic accelerations. This makes the capacitive sensors attractive as a complementary, rather than alternative, technology to inertial sensors. MDPI 2021-08-12 /pmc/articles/PMC8398997/ /pubmed/34450895 http://dx.doi.org/10.3390/s21165453 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Frediani, Gabriele
Bocchi, Leonardo
Vannetti, Federica
Zonfrillo, Giovanni
Carpi, Federico
Wearable Detection of Trunk Flexions: Capacitive Elastomeric Sensors Compared to Inertial Sensors
title Wearable Detection of Trunk Flexions: Capacitive Elastomeric Sensors Compared to Inertial Sensors
title_full Wearable Detection of Trunk Flexions: Capacitive Elastomeric Sensors Compared to Inertial Sensors
title_fullStr Wearable Detection of Trunk Flexions: Capacitive Elastomeric Sensors Compared to Inertial Sensors
title_full_unstemmed Wearable Detection of Trunk Flexions: Capacitive Elastomeric Sensors Compared to Inertial Sensors
title_short Wearable Detection of Trunk Flexions: Capacitive Elastomeric Sensors Compared to Inertial Sensors
title_sort wearable detection of trunk flexions: capacitive elastomeric sensors compared to inertial sensors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8398997/
https://www.ncbi.nlm.nih.gov/pubmed/34450895
http://dx.doi.org/10.3390/s21165453
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