Cargando…
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...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1783744971589812224 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8398997 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT fredianigabriele wearabledetectionoftrunkflexionscapacitiveelastomericsensorscomparedtoinertialsensors AT bocchileonardo wearabledetectionoftrunkflexionscapacitiveelastomericsensorscomparedtoinertialsensors AT vannettifederica wearabledetectionoftrunkflexionscapacitiveelastomericsensorscomparedtoinertialsensors AT zonfrillogiovanni wearabledetectionoftrunkflexionscapacitiveelastomericsensorscomparedtoinertialsensors AT carpifederico wearabledetectionoftrunkflexionscapacitiveelastomericsensorscomparedtoinertialsensors |