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Walking Step Monitoring with a Millimeter-Wave Radar in Real-Life Environment for Disease and Fall Prevention for the Elderly

We studied the use of a millimeter-wave frequency-modulated continuous wave radar for gait analysis in a real-life environment, with a focus on the measurement of the step time. A method was developed for the successful extraction of gait patterns for different test cases. The quantitative investiga...

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Detalles Bibliográficos
Autores principales: Zeng, Xuezhi, Báruson, Halldór Stefán Laxdal, Sundvall, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9784666/
https://www.ncbi.nlm.nih.gov/pubmed/36560270
http://dx.doi.org/10.3390/s22249901
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author Zeng, Xuezhi
Báruson, Halldór Stefán Laxdal
Sundvall, Alexander
author_facet Zeng, Xuezhi
Báruson, Halldór Stefán Laxdal
Sundvall, Alexander
author_sort Zeng, Xuezhi
collection PubMed
description We studied the use of a millimeter-wave frequency-modulated continuous wave radar for gait analysis in a real-life environment, with a focus on the measurement of the step time. A method was developed for the successful extraction of gait patterns for different test cases. The quantitative investigation carried out in a lab corridor showed the excellent reliability of the proposed method for the step time measurement, with an average accuracy of 96%. In addition, a comparison test between the millimeter-wave radar and a continuous-wave radar working at 2.45 GHz was performed, and the results suggest that the millimeter-wave radar is more capable of capturing instantaneous gait features, which enables the timely detection of small gait changes appearing at the early stage of cognitive disorders.
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spelling pubmed-97846662022-12-24 Walking Step Monitoring with a Millimeter-Wave Radar in Real-Life Environment for Disease and Fall Prevention for the Elderly Zeng, Xuezhi Báruson, Halldór Stefán Laxdal Sundvall, Alexander Sensors (Basel) Article We studied the use of a millimeter-wave frequency-modulated continuous wave radar for gait analysis in a real-life environment, with a focus on the measurement of the step time. A method was developed for the successful extraction of gait patterns for different test cases. The quantitative investigation carried out in a lab corridor showed the excellent reliability of the proposed method for the step time measurement, with an average accuracy of 96%. In addition, a comparison test between the millimeter-wave radar and a continuous-wave radar working at 2.45 GHz was performed, and the results suggest that the millimeter-wave radar is more capable of capturing instantaneous gait features, which enables the timely detection of small gait changes appearing at the early stage of cognitive disorders. MDPI 2022-12-16 /pmc/articles/PMC9784666/ /pubmed/36560270 http://dx.doi.org/10.3390/s22249901 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
Zeng, Xuezhi
Báruson, Halldór Stefán Laxdal
Sundvall, Alexander
Walking Step Monitoring with a Millimeter-Wave Radar in Real-Life Environment for Disease and Fall Prevention for the Elderly
title Walking Step Monitoring with a Millimeter-Wave Radar in Real-Life Environment for Disease and Fall Prevention for the Elderly
title_full Walking Step Monitoring with a Millimeter-Wave Radar in Real-Life Environment for Disease and Fall Prevention for the Elderly
title_fullStr Walking Step Monitoring with a Millimeter-Wave Radar in Real-Life Environment for Disease and Fall Prevention for the Elderly
title_full_unstemmed Walking Step Monitoring with a Millimeter-Wave Radar in Real-Life Environment for Disease and Fall Prevention for the Elderly
title_short Walking Step Monitoring with a Millimeter-Wave Radar in Real-Life Environment for Disease and Fall Prevention for the Elderly
title_sort walking step monitoring with a millimeter-wave radar in real-life environment for disease and fall prevention for the elderly
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9784666/
https://www.ncbi.nlm.nih.gov/pubmed/36560270
http://dx.doi.org/10.3390/s22249901
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