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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...

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Detalles Bibliográficos
Autores principales: Huang, Xiaohong, Ju, Zedong, Zhang, Rundong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
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%.
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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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