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Short-Range Vital Signs Sensing Based on EEMD and CWT Using IR-UWB Radar

The radar sensor described realizes healthcare monitoring capable of detecting subject chest-wall movement caused by cardiopulmonary activities and wirelessly estimating the respiration and heartbeat rates of the subject without attaching any devices to the body. Conventional single-tone Doppler rad...

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Detalles Bibliográficos
Autores principales: Hu, Xikun, Jin, Tian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5191006/
https://www.ncbi.nlm.nih.gov/pubmed/27916877
http://dx.doi.org/10.3390/s16122025
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author Hu, Xikun
Jin, Tian
author_facet Hu, Xikun
Jin, Tian
author_sort Hu, Xikun
collection PubMed
description The radar sensor described realizes healthcare monitoring capable of detecting subject chest-wall movement caused by cardiopulmonary activities and wirelessly estimating the respiration and heartbeat rates of the subject without attaching any devices to the body. Conventional single-tone Doppler radar can only capture Doppler signatures because of a lack of bandwidth information with noncontact sensors. In contrast, we take full advantage of impulse radio ultra-wideband (IR-UWB) radar to achieve low power consumption and convenient portability, with a flexible detection range and desirable accuracy. A noise reduction method based on improved ensemble empirical mode decomposition (EEMD) and a vital sign separation method based on the continuous-wavelet transform (CWT) are proposed jointly to improve the signal-to-noise ratio (SNR) in order to acquire accurate respiration and heartbeat rates. Experimental results illustrate that respiration and heartbeat signals can be extracted accurately under different conditions. This noncontact healthcare sensor system proves the commercial feasibility and considerable accessibility of using compact IR-UWB radar for emerging biomedical applications.
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spelling pubmed-51910062017-01-03 Short-Range Vital Signs Sensing Based on EEMD and CWT Using IR-UWB Radar Hu, Xikun Jin, Tian Sensors (Basel) Article The radar sensor described realizes healthcare monitoring capable of detecting subject chest-wall movement caused by cardiopulmonary activities and wirelessly estimating the respiration and heartbeat rates of the subject without attaching any devices to the body. Conventional single-tone Doppler radar can only capture Doppler signatures because of a lack of bandwidth information with noncontact sensors. In contrast, we take full advantage of impulse radio ultra-wideband (IR-UWB) radar to achieve low power consumption and convenient portability, with a flexible detection range and desirable accuracy. A noise reduction method based on improved ensemble empirical mode decomposition (EEMD) and a vital sign separation method based on the continuous-wavelet transform (CWT) are proposed jointly to improve the signal-to-noise ratio (SNR) in order to acquire accurate respiration and heartbeat rates. Experimental results illustrate that respiration and heartbeat signals can be extracted accurately under different conditions. This noncontact healthcare sensor system proves the commercial feasibility and considerable accessibility of using compact IR-UWB radar for emerging biomedical applications. MDPI 2016-11-30 /pmc/articles/PMC5191006/ /pubmed/27916877 http://dx.doi.org/10.3390/s16122025 Text en © 2016 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
Hu, Xikun
Jin, Tian
Short-Range Vital Signs Sensing Based on EEMD and CWT Using IR-UWB Radar
title Short-Range Vital Signs Sensing Based on EEMD and CWT Using IR-UWB Radar
title_full Short-Range Vital Signs Sensing Based on EEMD and CWT Using IR-UWB Radar
title_fullStr Short-Range Vital Signs Sensing Based on EEMD and CWT Using IR-UWB Radar
title_full_unstemmed Short-Range Vital Signs Sensing Based on EEMD and CWT Using IR-UWB Radar
title_short Short-Range Vital Signs Sensing Based on EEMD and CWT Using IR-UWB Radar
title_sort short-range vital signs sensing based on eemd and cwt using ir-uwb radar
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5191006/
https://www.ncbi.nlm.nih.gov/pubmed/27916877
http://dx.doi.org/10.3390/s16122025
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