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A Novel Sensorised Insole for Sensing Feet Pressure Distributions
Wearable sensors are gaining in popularity because they enable outdoor experimental monitoring. This paper presents a cost-effective sensorised insole based on a mesh of tactile capacitive sensors. Each sensor’s spatial resolution is about 4 taxels/cm [Formula: see text] in order to have an accurate...
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/PMC7038453/ https://www.ncbi.nlm.nih.gov/pubmed/32013226 http://dx.doi.org/10.3390/s20030747 |
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author | Sorrentino, Ines Andrade Chavez, Francisco Javier Latella, Claudia Fiorio, Luca Traversaro, Silvio Rapetti, Lorenzo Tirupachuri, Yeshasvi Guedelha, Nuno Maggiali, Marco Dussoni, Simeone Metta, Giorgio Pucci, Daniele |
author_facet | Sorrentino, Ines Andrade Chavez, Francisco Javier Latella, Claudia Fiorio, Luca Traversaro, Silvio Rapetti, Lorenzo Tirupachuri, Yeshasvi Guedelha, Nuno Maggiali, Marco Dussoni, Simeone Metta, Giorgio Pucci, Daniele |
author_sort | Sorrentino, Ines |
collection | PubMed |
description | Wearable sensors are gaining in popularity because they enable outdoor experimental monitoring. This paper presents a cost-effective sensorised insole based on a mesh of tactile capacitive sensors. Each sensor’s spatial resolution is about 4 taxels/cm [Formula: see text] in order to have an accurate reconstruction of the contact pressure distribution. As a consequence, the insole provides information such as contact forces, moments, and centre of pressure. To retrieve this information, a calibration technique that fuses measurements from a vacuum chamber and shoes equipped with force/torque sensors is proposed. The validation analysis shows that the best performance achieved a root mean square error (RMSE) of about [Formula: see text] for the contact forces and [Formula: see text] for the contact moments when using the force/torque shoe data as ground truth. Thus, the insole may be an alternative to force/torque sensors for certain applications, with a considerably more cost-effective and less invasive hardware. |
format | Online Article Text |
id | pubmed-7038453 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-70384532020-03-09 A Novel Sensorised Insole for Sensing Feet Pressure Distributions Sorrentino, Ines Andrade Chavez, Francisco Javier Latella, Claudia Fiorio, Luca Traversaro, Silvio Rapetti, Lorenzo Tirupachuri, Yeshasvi Guedelha, Nuno Maggiali, Marco Dussoni, Simeone Metta, Giorgio Pucci, Daniele Sensors (Basel) Article Wearable sensors are gaining in popularity because they enable outdoor experimental monitoring. This paper presents a cost-effective sensorised insole based on a mesh of tactile capacitive sensors. Each sensor’s spatial resolution is about 4 taxels/cm [Formula: see text] in order to have an accurate reconstruction of the contact pressure distribution. As a consequence, the insole provides information such as contact forces, moments, and centre of pressure. To retrieve this information, a calibration technique that fuses measurements from a vacuum chamber and shoes equipped with force/torque sensors is proposed. The validation analysis shows that the best performance achieved a root mean square error (RMSE) of about [Formula: see text] for the contact forces and [Formula: see text] for the contact moments when using the force/torque shoe data as ground truth. Thus, the insole may be an alternative to force/torque sensors for certain applications, with a considerably more cost-effective and less invasive hardware. MDPI 2020-01-29 /pmc/articles/PMC7038453/ /pubmed/32013226 http://dx.doi.org/10.3390/s20030747 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 Sorrentino, Ines Andrade Chavez, Francisco Javier Latella, Claudia Fiorio, Luca Traversaro, Silvio Rapetti, Lorenzo Tirupachuri, Yeshasvi Guedelha, Nuno Maggiali, Marco Dussoni, Simeone Metta, Giorgio Pucci, Daniele A Novel Sensorised Insole for Sensing Feet Pressure Distributions |
title | A Novel Sensorised Insole for Sensing Feet Pressure Distributions |
title_full | A Novel Sensorised Insole for Sensing Feet Pressure Distributions |
title_fullStr | A Novel Sensorised Insole for Sensing Feet Pressure Distributions |
title_full_unstemmed | A Novel Sensorised Insole for Sensing Feet Pressure Distributions |
title_short | A Novel Sensorised Insole for Sensing Feet Pressure Distributions |
title_sort | novel sensorised insole for sensing feet pressure distributions |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7038453/ https://www.ncbi.nlm.nih.gov/pubmed/32013226 http://dx.doi.org/10.3390/s20030747 |
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