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A Study on the Effect of Contact Pressure during Physical Activity on Photoplethysmographic Heart Rate Measurements
Heart rate (HR) as an important physiological indicator could properly describe global subject’s physical status. Photoplethysmographic (PPG) sensors are catching on in field of wearable sensors, combining the advantages in costs, weight and size. Nevertheless, accuracy in HR readings is unreliable...
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/PMC7570982/ https://www.ncbi.nlm.nih.gov/pubmed/32899540 http://dx.doi.org/10.3390/s20185052 |
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author | Scardulla, Francesco D’Acquisto, Leonardo Colombarini, Raffaele Hu, Sijung Pasta, Salvatore Bellavia, Diego |
author_facet | Scardulla, Francesco D’Acquisto, Leonardo Colombarini, Raffaele Hu, Sijung Pasta, Salvatore Bellavia, Diego |
author_sort | Scardulla, Francesco |
collection | PubMed |
description | Heart rate (HR) as an important physiological indicator could properly describe global subject’s physical status. Photoplethysmographic (PPG) sensors are catching on in field of wearable sensors, combining the advantages in costs, weight and size. Nevertheless, accuracy in HR readings is unreliable specifically during physical activity. Among several identified sources that affect PPG recording, contact pressure (CP) between the PPG sensor and skin greatly influences the signals. Methods: In this study, the accuracy of HR measurements of a PPG sensor at different CP was investigated when compared with a commercial ECG-based chest strap used as a test control, with the aim of determining the optimal CP to produce a reliable signal during physical activity. Seventeen subjects were enrolled for the study to perform a physical activity at three different rates repeated at three different contact pressures of the PPG-based wristband. Results: The results show that the CP of 54 mmHg provides the most accurate outcome with a Pearson correlation coefficient ranging from 0.81 to 0.95 and a mean average percentage error ranging from 3.8% to 2.4%, based on the physical activity rate. Conclusion: Authors found that changes in the CP have greater effects on PPG-HR signal quality than those deriving from the intensity of the physical activity and specifically, the individual best CP for each subject provided reliable HR measurements even for a high intensity of physical exercise with a Bland–Altman plot within ±11 bpm. Although future studies on a larger cohort of subjects are still needed, this study could contribute a profitable indication to enhance accuracy of PPG-based wearable devices. |
format | Online Article Text |
id | pubmed-7570982 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75709822020-10-28 A Study on the Effect of Contact Pressure during Physical Activity on Photoplethysmographic Heart Rate Measurements Scardulla, Francesco D’Acquisto, Leonardo Colombarini, Raffaele Hu, Sijung Pasta, Salvatore Bellavia, Diego Sensors (Basel) Article Heart rate (HR) as an important physiological indicator could properly describe global subject’s physical status. Photoplethysmographic (PPG) sensors are catching on in field of wearable sensors, combining the advantages in costs, weight and size. Nevertheless, accuracy in HR readings is unreliable specifically during physical activity. Among several identified sources that affect PPG recording, contact pressure (CP) between the PPG sensor and skin greatly influences the signals. Methods: In this study, the accuracy of HR measurements of a PPG sensor at different CP was investigated when compared with a commercial ECG-based chest strap used as a test control, with the aim of determining the optimal CP to produce a reliable signal during physical activity. Seventeen subjects were enrolled for the study to perform a physical activity at three different rates repeated at three different contact pressures of the PPG-based wristband. Results: The results show that the CP of 54 mmHg provides the most accurate outcome with a Pearson correlation coefficient ranging from 0.81 to 0.95 and a mean average percentage error ranging from 3.8% to 2.4%, based on the physical activity rate. Conclusion: Authors found that changes in the CP have greater effects on PPG-HR signal quality than those deriving from the intensity of the physical activity and specifically, the individual best CP for each subject provided reliable HR measurements even for a high intensity of physical exercise with a Bland–Altman plot within ±11 bpm. Although future studies on a larger cohort of subjects are still needed, this study could contribute a profitable indication to enhance accuracy of PPG-based wearable devices. MDPI 2020-09-05 /pmc/articles/PMC7570982/ /pubmed/32899540 http://dx.doi.org/10.3390/s20185052 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 Scardulla, Francesco D’Acquisto, Leonardo Colombarini, Raffaele Hu, Sijung Pasta, Salvatore Bellavia, Diego A Study on the Effect of Contact Pressure during Physical Activity on Photoplethysmographic Heart Rate Measurements |
title | A Study on the Effect of Contact Pressure during Physical Activity on Photoplethysmographic Heart Rate Measurements |
title_full | A Study on the Effect of Contact Pressure during Physical Activity on Photoplethysmographic Heart Rate Measurements |
title_fullStr | A Study on the Effect of Contact Pressure during Physical Activity on Photoplethysmographic Heart Rate Measurements |
title_full_unstemmed | A Study on the Effect of Contact Pressure during Physical Activity on Photoplethysmographic Heart Rate Measurements |
title_short | A Study on the Effect of Contact Pressure during Physical Activity on Photoplethysmographic Heart Rate Measurements |
title_sort | study on the effect of contact pressure during physical activity on photoplethysmographic heart rate measurements |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7570982/ https://www.ncbi.nlm.nih.gov/pubmed/32899540 http://dx.doi.org/10.3390/s20185052 |
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