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Non-Contact Heart-Rate Measurement Method Using Both Transmitted Wave Extraction and Wavelet Transform

Continuous monitoring of heart-rate is expected to lead to early detection of physical discomfort. In this study, we propose a non-contact heart-rate measurement method which can be used in an environment such as driver heart-rate monitoring with body movement. The method is based on the electric fi...

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Autores principales: Yang, Zheng, Mitsui, Kazutaka, Wang, Jianqing, Saito, Takashi, Shibata, Shunsuke, Mori, Hiroyuki, Ueda, Goro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8069581/
https://www.ncbi.nlm.nih.gov/pubmed/33924491
http://dx.doi.org/10.3390/s21082735
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author Yang, Zheng
Mitsui, Kazutaka
Wang, Jianqing
Saito, Takashi
Shibata, Shunsuke
Mori, Hiroyuki
Ueda, Goro
author_facet Yang, Zheng
Mitsui, Kazutaka
Wang, Jianqing
Saito, Takashi
Shibata, Shunsuke
Mori, Hiroyuki
Ueda, Goro
author_sort Yang, Zheng
collection PubMed
description Continuous monitoring of heart-rate is expected to lead to early detection of physical discomfort. In this study, we propose a non-contact heart-rate measurement method which can be used in an environment such as driver heart-rate monitoring with body movement. The method is based on the electric field strength transmitted through the human body that changes with the diastole and systole of the heart. Unlike conventional displacement detection of the skin surface, we attempted to capture changes in the internal structure of the human body by irradiating the human body with microwaves and acquiring microwaves that pass through the heart. We first estimated the electric field strength transmitted through the heart using three receiving sensors to reduce the body movement effect. Then we decomposed the estimated transmitted electric field using stationary wavelet transform to eliminate significant distortion due to body movement. As a result, we achieved an estimation accuracy of heart-rate as high as 98% in a verification experiment with normal body movement.
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spelling pubmed-80695812021-04-26 Non-Contact Heart-Rate Measurement Method Using Both Transmitted Wave Extraction and Wavelet Transform Yang, Zheng Mitsui, Kazutaka Wang, Jianqing Saito, Takashi Shibata, Shunsuke Mori, Hiroyuki Ueda, Goro Sensors (Basel) Article Continuous monitoring of heart-rate is expected to lead to early detection of physical discomfort. In this study, we propose a non-contact heart-rate measurement method which can be used in an environment such as driver heart-rate monitoring with body movement. The method is based on the electric field strength transmitted through the human body that changes with the diastole and systole of the heart. Unlike conventional displacement detection of the skin surface, we attempted to capture changes in the internal structure of the human body by irradiating the human body with microwaves and acquiring microwaves that pass through the heart. We first estimated the electric field strength transmitted through the heart using three receiving sensors to reduce the body movement effect. Then we decomposed the estimated transmitted electric field using stationary wavelet transform to eliminate significant distortion due to body movement. As a result, we achieved an estimation accuracy of heart-rate as high as 98% in a verification experiment with normal body movement. MDPI 2021-04-13 /pmc/articles/PMC8069581/ /pubmed/33924491 http://dx.doi.org/10.3390/s21082735 Text en © 2021 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
Yang, Zheng
Mitsui, Kazutaka
Wang, Jianqing
Saito, Takashi
Shibata, Shunsuke
Mori, Hiroyuki
Ueda, Goro
Non-Contact Heart-Rate Measurement Method Using Both Transmitted Wave Extraction and Wavelet Transform
title Non-Contact Heart-Rate Measurement Method Using Both Transmitted Wave Extraction and Wavelet Transform
title_full Non-Contact Heart-Rate Measurement Method Using Both Transmitted Wave Extraction and Wavelet Transform
title_fullStr Non-Contact Heart-Rate Measurement Method Using Both Transmitted Wave Extraction and Wavelet Transform
title_full_unstemmed Non-Contact Heart-Rate Measurement Method Using Both Transmitted Wave Extraction and Wavelet Transform
title_short Non-Contact Heart-Rate Measurement Method Using Both Transmitted Wave Extraction and Wavelet Transform
title_sort non-contact heart-rate measurement method using both transmitted wave extraction and wavelet transform
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8069581/
https://www.ncbi.nlm.nih.gov/pubmed/33924491
http://dx.doi.org/10.3390/s21082735
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