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Estimation of Human Body Vital Signs Based on 60 GHz Doppler Radar Using a Bound-Constrained Optimization Algorithm

In this study, a bound-constrained optimization algorithm is applied for estimating physiological data (pulse and breathing rate) of human body using 60 GHz Doppler radar, by detecting displacements induced by breathing and the heartbeat of a human subject. The influence of mutual phasing between th...

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Detalles Bibliográficos
Autores principales: Zhang, Ting, Sarrazin, Julien, Valerio, Guido, Istrate, Dan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6068558/
https://www.ncbi.nlm.nih.gov/pubmed/30002354
http://dx.doi.org/10.3390/s18072254
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author Zhang, Ting
Sarrazin, Julien
Valerio, Guido
Istrate, Dan
author_facet Zhang, Ting
Sarrazin, Julien
Valerio, Guido
Istrate, Dan
author_sort Zhang, Ting
collection PubMed
description In this study, a bound-constrained optimization algorithm is applied for estimating physiological data (pulse and breathing rate) of human body using 60 GHz Doppler radar, by detecting displacements induced by breathing and the heartbeat of a human subject. The influence of mutual phasing between the two movements is analyzed in a theoretical framework and the application of optimization algorithms is proved to be able to accurately detect both breathing and heartbeat rates, despite intermodulation effects between them. Different optimization procedures are compared and shown to be more robust to receiver noise and artifacts of random body motion than a direct spectrum analysis. In case of a large-scale constrained bound, a parallel optimization procedure executed in subranges is proposed to realize accurate detection in a reduced span of time.
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spelling pubmed-60685582018-08-07 Estimation of Human Body Vital Signs Based on 60 GHz Doppler Radar Using a Bound-Constrained Optimization Algorithm Zhang, Ting Sarrazin, Julien Valerio, Guido Istrate, Dan Sensors (Basel) Article In this study, a bound-constrained optimization algorithm is applied for estimating physiological data (pulse and breathing rate) of human body using 60 GHz Doppler radar, by detecting displacements induced by breathing and the heartbeat of a human subject. The influence of mutual phasing between the two movements is analyzed in a theoretical framework and the application of optimization algorithms is proved to be able to accurately detect both breathing and heartbeat rates, despite intermodulation effects between them. Different optimization procedures are compared and shown to be more robust to receiver noise and artifacts of random body motion than a direct spectrum analysis. In case of a large-scale constrained bound, a parallel optimization procedure executed in subranges is proposed to realize accurate detection in a reduced span of time. MDPI 2018-07-12 /pmc/articles/PMC6068558/ /pubmed/30002354 http://dx.doi.org/10.3390/s18072254 Text en © 2018 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhang, Ting
Sarrazin, Julien
Valerio, Guido
Istrate, Dan
Estimation of Human Body Vital Signs Based on 60 GHz Doppler Radar Using a Bound-Constrained Optimization Algorithm
title Estimation of Human Body Vital Signs Based on 60 GHz Doppler Radar Using a Bound-Constrained Optimization Algorithm
title_full Estimation of Human Body Vital Signs Based on 60 GHz Doppler Radar Using a Bound-Constrained Optimization Algorithm
title_fullStr Estimation of Human Body Vital Signs Based on 60 GHz Doppler Radar Using a Bound-Constrained Optimization Algorithm
title_full_unstemmed Estimation of Human Body Vital Signs Based on 60 GHz Doppler Radar Using a Bound-Constrained Optimization Algorithm
title_short Estimation of Human Body Vital Signs Based on 60 GHz Doppler Radar Using a Bound-Constrained Optimization Algorithm
title_sort estimation of human body vital signs based on 60 ghz doppler radar using a bound-constrained optimization algorithm
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6068558/
https://www.ncbi.nlm.nih.gov/pubmed/30002354
http://dx.doi.org/10.3390/s18072254
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