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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
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.
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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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