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High-Precision Vital Signs Monitoring Method Using a FMCW Millimeter-Wave Sensor

The method of using millimeter-wave radar sensors to detect human vital signs, namely respiration and heart rate, has received widespread attention in non-contact monitoring. These sensors are compact, lightweight, and able to sense and detect various scenarios. However, it still faces serious probl...

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Detalles Bibliográficos
Autores principales: Xiang, Mingxu, Ren, Wu, Li, Weiming, Xue, Zhenghui, Jiang, Xinyue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9572116/
https://www.ncbi.nlm.nih.gov/pubmed/36236641
http://dx.doi.org/10.3390/s22197543
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author Xiang, Mingxu
Ren, Wu
Li, Weiming
Xue, Zhenghui
Jiang, Xinyue
author_facet Xiang, Mingxu
Ren, Wu
Li, Weiming
Xue, Zhenghui
Jiang, Xinyue
author_sort Xiang, Mingxu
collection PubMed
description The method of using millimeter-wave radar sensors to detect human vital signs, namely respiration and heart rate, has received widespread attention in non-contact monitoring. These sensors are compact, lightweight, and able to sense and detect various scenarios. However, it still faces serious problems of noisy interference in hardware, which leads to a low signal-to-noise ratio (SNR). We used a frequency-modulated continuous wave (FMCW) radar sensor operating at 77 GHz in an office environment to extract the respiration and heart rate of a person accustomed to sitting in a chair. Indeed, the proposed signal processing includes novel impulse denoising operations and the spectral estimation decision method, which are unique in terms of noise reduction and accuracy improvement. In addition, the proposed method provides high-quality, repeatable respiration and heart rates with relative errors of 1.33% and 1.96% on average compared with the reference values measured by a reliable smart bracelet.
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spelling pubmed-95721162022-10-17 High-Precision Vital Signs Monitoring Method Using a FMCW Millimeter-Wave Sensor Xiang, Mingxu Ren, Wu Li, Weiming Xue, Zhenghui Jiang, Xinyue Sensors (Basel) Article The method of using millimeter-wave radar sensors to detect human vital signs, namely respiration and heart rate, has received widespread attention in non-contact monitoring. These sensors are compact, lightweight, and able to sense and detect various scenarios. However, it still faces serious problems of noisy interference in hardware, which leads to a low signal-to-noise ratio (SNR). We used a frequency-modulated continuous wave (FMCW) radar sensor operating at 77 GHz in an office environment to extract the respiration and heart rate of a person accustomed to sitting in a chair. Indeed, the proposed signal processing includes novel impulse denoising operations and the spectral estimation decision method, which are unique in terms of noise reduction and accuracy improvement. In addition, the proposed method provides high-quality, repeatable respiration and heart rates with relative errors of 1.33% and 1.96% on average compared with the reference values measured by a reliable smart bracelet. MDPI 2022-10-05 /pmc/articles/PMC9572116/ /pubmed/36236641 http://dx.doi.org/10.3390/s22197543 Text en © 2022 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
Xiang, Mingxu
Ren, Wu
Li, Weiming
Xue, Zhenghui
Jiang, Xinyue
High-Precision Vital Signs Monitoring Method Using a FMCW Millimeter-Wave Sensor
title High-Precision Vital Signs Monitoring Method Using a FMCW Millimeter-Wave Sensor
title_full High-Precision Vital Signs Monitoring Method Using a FMCW Millimeter-Wave Sensor
title_fullStr High-Precision Vital Signs Monitoring Method Using a FMCW Millimeter-Wave Sensor
title_full_unstemmed High-Precision Vital Signs Monitoring Method Using a FMCW Millimeter-Wave Sensor
title_short High-Precision Vital Signs Monitoring Method Using a FMCW Millimeter-Wave Sensor
title_sort high-precision vital signs monitoring method using a fmcw millimeter-wave sensor
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9572116/
https://www.ncbi.nlm.nih.gov/pubmed/36236641
http://dx.doi.org/10.3390/s22197543
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