Cargando…
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...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1784810533315149824 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9572116 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT xiangmingxu highprecisionvitalsignsmonitoringmethodusingafmcwmillimeterwavesensor AT renwu highprecisionvitalsignsmonitoringmethodusingafmcwmillimeterwavesensor AT liweiming highprecisionvitalsignsmonitoringmethodusingafmcwmillimeterwavesensor AT xuezhenghui highprecisionvitalsignsmonitoringmethodusingafmcwmillimeterwavesensor AT jiangxinyue highprecisionvitalsignsmonitoringmethodusingafmcwmillimeterwavesensor |