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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2016
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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. |
format | Online Article Text |
id | pubmed-5191006 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT huxikun shortrangevitalsignssensingbasedoneemdandcwtusingiruwbradar AT jintian shortrangevitalsignssensingbasedoneemdandcwtusingiruwbradar |