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Real-Time Heart Rate Detection Method Based on 77 GHz FMCW Radar
This paper proposes a real-time heart rate detection method based on 77 GHz FMCW radar. Firstly, the method establishes a new motion model according to respiratory and heartbeat rules, and extracts the motion signals of the chest and the abdomen; then, the random body motion (RBM) signal is eliminat...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9693980/ https://www.ncbi.nlm.nih.gov/pubmed/36422389 http://dx.doi.org/10.3390/mi13111960 |
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author | Huang, Xiaohong Ju, Zedong Zhang, Rundong |
author_facet | Huang, Xiaohong Ju, Zedong Zhang, Rundong |
author_sort | Huang, Xiaohong |
collection | PubMed |
description | This paper proposes a real-time heart rate detection method based on 77 GHz FMCW radar. Firstly, the method establishes a new motion model according to respiratory and heartbeat rules, and extracts the motion signals of the chest and the abdomen; then, the random body motion (RBM) signal is eliminated by a combination of polynomial fitting and recursive least squares (RLS) adaptive filtering; lastly, multi-detection-point adaptive harmonics cancellation (AHC) is used to eliminate respiratory harmonics. In addition, the method introduces a spectrum analysis algorithm based on linear predictive coding (LPC). The experimental results show that the method can effectively eliminate the RBM signal and respiratory harmonics, and that the average real-time heart rate detection error rate is 2.925%. |
format | Online Article Text |
id | pubmed-9693980 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96939802022-11-26 Real-Time Heart Rate Detection Method Based on 77 GHz FMCW Radar Huang, Xiaohong Ju, Zedong Zhang, Rundong Micromachines (Basel) Article This paper proposes a real-time heart rate detection method based on 77 GHz FMCW radar. Firstly, the method establishes a new motion model according to respiratory and heartbeat rules, and extracts the motion signals of the chest and the abdomen; then, the random body motion (RBM) signal is eliminated by a combination of polynomial fitting and recursive least squares (RLS) adaptive filtering; lastly, multi-detection-point adaptive harmonics cancellation (AHC) is used to eliminate respiratory harmonics. In addition, the method introduces a spectrum analysis algorithm based on linear predictive coding (LPC). The experimental results show that the method can effectively eliminate the RBM signal and respiratory harmonics, and that the average real-time heart rate detection error rate is 2.925%. MDPI 2022-11-11 /pmc/articles/PMC9693980/ /pubmed/36422389 http://dx.doi.org/10.3390/mi13111960 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 Huang, Xiaohong Ju, Zedong Zhang, Rundong Real-Time Heart Rate Detection Method Based on 77 GHz FMCW Radar |
title | Real-Time Heart Rate Detection Method Based on 77 GHz FMCW Radar |
title_full | Real-Time Heart Rate Detection Method Based on 77 GHz FMCW Radar |
title_fullStr | Real-Time Heart Rate Detection Method Based on 77 GHz FMCW Radar |
title_full_unstemmed | Real-Time Heart Rate Detection Method Based on 77 GHz FMCW Radar |
title_short | Real-Time Heart Rate Detection Method Based on 77 GHz FMCW Radar |
title_sort | real-time heart rate detection method based on 77 ghz fmcw radar |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9693980/ https://www.ncbi.nlm.nih.gov/pubmed/36422389 http://dx.doi.org/10.3390/mi13111960 |
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