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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...

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Detalles Bibliográficos
Autores principales: Park, Jang-Ho, Jang, Dae-Geun, Park, Jung Wook, Youm, Se-Kyoung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
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.
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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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