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Feasibility of Electrodermal Activity and Photoplethysmography Data Acquisition at the Foot Using a Sock Form Factor
Wearable devices have been shown to play an important role in disease prevention and health management, through the multimodal acquisition of peripheral biosignals. However, many of these wearables are exposed, limiting their long-term acceptability by some user groups. To overcome this, a wearable...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9865091/ https://www.ncbi.nlm.nih.gov/pubmed/36679418 http://dx.doi.org/10.3390/s23020620 |
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author | Ferreira, Afonso Fortes da Silva, Hugo Plácido Alves, Helena Marques, Nuno Fred, Ana |
author_facet | Ferreira, Afonso Fortes da Silva, Hugo Plácido Alves, Helena Marques, Nuno Fred, Ana |
author_sort | Ferreira, Afonso Fortes |
collection | PubMed |
description | Wearable devices have been shown to play an important role in disease prevention and health management, through the multimodal acquisition of peripheral biosignals. However, many of these wearables are exposed, limiting their long-term acceptability by some user groups. To overcome this, a wearable smart sock integrating a PPG sensor and an EDA sensor with textile electrodes was developed. Using the smart sock, EDA and PPG measurements at the foot/ankle were performed in test populations of 19 and 15 subjects, respectively. Both measurements were validated by simultaneously recording the same signals with a standard device at the hand. For the EDA measurements, Pearson correlations of up to [Formula: see text] were obtained for the SCL component, and a mean consensus of [Formula: see text] for peaks detected in the two locations was obtained. As for the PPG measurements, after fine-tuning the automatic detection of systolic peaks, the index finger and ankle, accuracies of [Formula: see text] and [Formula: see text] were obtained, respectively. Moreover, an HR estimation error of [Formula: see text] Beats-Per-Minute (BPM) was obtained. Overall, the results support the feasibility of this wearable form factor for unobtrusive EDA and PPG monitoring. |
format | Online Article Text |
id | pubmed-9865091 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-98650912023-01-22 Feasibility of Electrodermal Activity and Photoplethysmography Data Acquisition at the Foot Using a Sock Form Factor Ferreira, Afonso Fortes da Silva, Hugo Plácido Alves, Helena Marques, Nuno Fred, Ana Sensors (Basel) Article Wearable devices have been shown to play an important role in disease prevention and health management, through the multimodal acquisition of peripheral biosignals. However, many of these wearables are exposed, limiting their long-term acceptability by some user groups. To overcome this, a wearable smart sock integrating a PPG sensor and an EDA sensor with textile electrodes was developed. Using the smart sock, EDA and PPG measurements at the foot/ankle were performed in test populations of 19 and 15 subjects, respectively. Both measurements were validated by simultaneously recording the same signals with a standard device at the hand. For the EDA measurements, Pearson correlations of up to [Formula: see text] were obtained for the SCL component, and a mean consensus of [Formula: see text] for peaks detected in the two locations was obtained. As for the PPG measurements, after fine-tuning the automatic detection of systolic peaks, the index finger and ankle, accuracies of [Formula: see text] and [Formula: see text] were obtained, respectively. Moreover, an HR estimation error of [Formula: see text] Beats-Per-Minute (BPM) was obtained. Overall, the results support the feasibility of this wearable form factor for unobtrusive EDA and PPG monitoring. MDPI 2023-01-05 /pmc/articles/PMC9865091/ /pubmed/36679418 http://dx.doi.org/10.3390/s23020620 Text en © 2023 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 Ferreira, Afonso Fortes da Silva, Hugo Plácido Alves, Helena Marques, Nuno Fred, Ana Feasibility of Electrodermal Activity and Photoplethysmography Data Acquisition at the Foot Using a Sock Form Factor |
title | Feasibility of Electrodermal Activity and Photoplethysmography Data Acquisition at the Foot Using a Sock Form Factor |
title_full | Feasibility of Electrodermal Activity and Photoplethysmography Data Acquisition at the Foot Using a Sock Form Factor |
title_fullStr | Feasibility of Electrodermal Activity and Photoplethysmography Data Acquisition at the Foot Using a Sock Form Factor |
title_full_unstemmed | Feasibility of Electrodermal Activity and Photoplethysmography Data Acquisition at the Foot Using a Sock Form Factor |
title_short | Feasibility of Electrodermal Activity and Photoplethysmography Data Acquisition at the Foot Using a Sock Form Factor |
title_sort | feasibility of electrodermal activity and photoplethysmography data acquisition at the foot using a sock form factor |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9865091/ https://www.ncbi.nlm.nih.gov/pubmed/36679418 http://dx.doi.org/10.3390/s23020620 |
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