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Wearable Sensing of In-Ear Pressure for Heart Rate Monitoring with a Piezoelectric Sensor
In this study, we developed a novel heart rate (HR) monitoring approach in which we measure the pressure variance of the surface of the ear canal. A scissor-shaped apparatus equipped with a piezoelectric film sensor and a hardware circuit module was designed for high wearability and to obtain stable...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4610448/ https://www.ncbi.nlm.nih.gov/pubmed/26389912 http://dx.doi.org/10.3390/s150923402 |
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author | Park, Jang-Ho Jang, Dae-Geun Park, Jung Wook Youm, Se-Kyoung |
author_facet | Park, Jang-Ho Jang, Dae-Geun Park, Jung Wook Youm, Se-Kyoung |
author_sort | Park, Jang-Ho |
collection | PubMed |
description | In this study, we developed a novel heart rate (HR) monitoring approach in which we measure the pressure variance of the surface of the ear canal. A scissor-shaped apparatus equipped with a piezoelectric film sensor and a hardware circuit module was designed for high wearability and to obtain stable measurement. In the proposed device, the film sensor converts in-ear pulse waves (EPW) into electrical current, and the circuit module enhances the EPW and suppresses noise. A real-time algorithm embedded in the circuit module performs morphological conversions to make the EPW more distinct and knowledge-based rules are used to detect EPW peaks. In a clinical experiment conducted using a reference electrocardiogram (ECG) device, EPW and ECG were concurrently recorded from 58 healthy subjects. The EPW intervals between successive peaks and their corresponding ECG intervals were then compared to each other. Promising results were obtained from the samples, specifically, a sensitivity of 97.25%, positive predictive value of 97.17%, and mean absolute difference of 0.62. Thus, highly accurate HR was obtained from in-ear pressure variance. Consequently, we believe that our proposed approach could be used to monitor vital signs and also utilized in diverse applications in the near future. |
format | Online Article Text |
id | pubmed-4610448 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-46104482015-10-26 Wearable Sensing of In-Ear Pressure for Heart Rate Monitoring with a Piezoelectric Sensor Park, Jang-Ho Jang, Dae-Geun Park, Jung Wook Youm, Se-Kyoung Sensors (Basel) Article In this study, we developed a novel heart rate (HR) monitoring approach in which we measure the pressure variance of the surface of the ear canal. A scissor-shaped apparatus equipped with a piezoelectric film sensor and a hardware circuit module was designed for high wearability and to obtain stable measurement. In the proposed device, the film sensor converts in-ear pulse waves (EPW) into electrical current, and the circuit module enhances the EPW and suppresses noise. A real-time algorithm embedded in the circuit module performs morphological conversions to make the EPW more distinct and knowledge-based rules are used to detect EPW peaks. In a clinical experiment conducted using a reference electrocardiogram (ECG) device, EPW and ECG were concurrently recorded from 58 healthy subjects. The EPW intervals between successive peaks and their corresponding ECG intervals were then compared to each other. Promising results were obtained from the samples, specifically, a sensitivity of 97.25%, positive predictive value of 97.17%, and mean absolute difference of 0.62. Thus, highly accurate HR was obtained from in-ear pressure variance. Consequently, we believe that our proposed approach could be used to monitor vital signs and also utilized in diverse applications in the near future. MDPI 2015-09-16 /pmc/articles/PMC4610448/ /pubmed/26389912 http://dx.doi.org/10.3390/s150923402 Text en © 2015 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 license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Park, Jang-Ho Jang, Dae-Geun Park, Jung Wook Youm, Se-Kyoung Wearable Sensing of In-Ear Pressure for Heart Rate Monitoring with a Piezoelectric Sensor |
title | Wearable Sensing of In-Ear Pressure for Heart Rate Monitoring with a Piezoelectric Sensor |
title_full | Wearable Sensing of In-Ear Pressure for Heart Rate Monitoring with a Piezoelectric Sensor |
title_fullStr | Wearable Sensing of In-Ear Pressure for Heart Rate Monitoring with a Piezoelectric Sensor |
title_full_unstemmed | Wearable Sensing of In-Ear Pressure for Heart Rate Monitoring with a Piezoelectric Sensor |
title_short | Wearable Sensing of In-Ear Pressure for Heart Rate Monitoring with a Piezoelectric Sensor |
title_sort | wearable sensing of in-ear pressure for heart rate monitoring with a piezoelectric sensor |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4610448/ https://www.ncbi.nlm.nih.gov/pubmed/26389912 http://dx.doi.org/10.3390/s150923402 |
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