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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Published inSensors (Basel, Switzerland) Vol. 15; no. 9; pp. 23402 - 23417
Main Authors Park, Jang-Ho, Jang, Dae-Geun, Park, Jung, Youm, Se-Kyoung
Format Journal Article
LanguageEnglish
Published Switzerland MDPI AG 16.09.2015
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Abstract 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.
AbstractList 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.
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.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.
Author Jang, Dae-Geun
Youm, Se-Kyoung
Park, Jang-Ho
Park, Jung
AuthorAffiliation 1 Medical IT Convergence Research Center, Korea Electronics Technology Institute, Seongnam 463-816, Korea; E-Mail: janghopark@keti.re.kr
2 Samsung Advanced Institute of Technology, Samsung Electronics Co. Ltd., Suwon 443-803, Korea
3 Creative Innovation Center, LG Electronics Co. Ltd., Seoul 137-893, Korea; E-Mail: ubihuman@gmail.com
4 Industry-Academic Cooperation Foundation, Dongguk University, Seoul 100-715, Korea; E-Mail: sekyoungyoum@gmail.com
AuthorAffiliation_xml – name: 1 Medical IT Convergence Research Center, Korea Electronics Technology Institute, Seongnam 463-816, Korea; E-Mail: janghopark@keti.re.kr
– name: 4 Industry-Academic Cooperation Foundation, Dongguk University, Seoul 100-715, Korea; E-Mail: sekyoungyoum@gmail.com
– name: 3 Creative Innovation Center, LG Electronics Co. Ltd., Seoul 137-893, Korea; E-Mail: ubihuman@gmail.com
– name: 2 Samsung Advanced Institute of Technology, Samsung Electronics Co. Ltd., Suwon 443-803, Korea
Author_xml – sequence: 1
  givenname: Jang-Ho
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BackLink https://www.ncbi.nlm.nih.gov/pubmed/26389912$$D View this record in MEDLINE/PubMed
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Keywords wearable heart rate monitoring
piezoelectric sensor
in-ear pressure variance
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Snippet 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...
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SubjectTerms Algorithms
Biosensing Techniques - instrumentation
Blood
Blood Pressure
Devices
Diabetes
Ear Canal - blood supply
Ear Canal - physiopathology
Electrocardiography
Electrocardiography, Ambulatory - instrumentation
Equipment Design
Heart attacks
Heart Rate
High-Energy Shock Waves
Humans
Hypertension
in-ear pressure variance
Intervals
Medical equipment
Mobile Applications
Modules
Monitoring
Monitoring, Ambulatory - instrumentation
Monitoring, Ambulatory - methods
Physiology
piezoelectric sensor
Sensors
Variance
Vital signs
wearable heart rate monitoring
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Title Wearable Sensing of In-Ear Pressure for Heart Rate Monitoring with a Piezoelectric Sensor
URI https://www.ncbi.nlm.nih.gov/pubmed/26389912
https://www.proquest.com/docview/1721941410
https://www.proquest.com/docview/1717472453
https://www.proquest.com/docview/1778000901
https://pubmed.ncbi.nlm.nih.gov/PMC4610448
https://doaj.org/article/ebc9230aecd3408b9fd9a044ba3bf7bd
Volume 15
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