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Detrending Technique for Denoising in CW Radar

A detrending technique is proposed for continuous-wave (CW) radar to remove the effects of direct current (DC) offset, including DC drift, which is a very slow noise that appears near DC. DC drift is mainly caused by unwanted vibrations (generated by the radar itself, target objects, or surroundings...

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Autores principales: Lee, In-Seong, Park, Jae-Hyun, Yang, Jong-Ryul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512675/
https://www.ncbi.nlm.nih.gov/pubmed/34640697
http://dx.doi.org/10.3390/s21196376
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author Lee, In-Seong
Park, Jae-Hyun
Yang, Jong-Ryul
author_facet Lee, In-Seong
Park, Jae-Hyun
Yang, Jong-Ryul
author_sort Lee, In-Seong
collection PubMed
description A detrending technique is proposed for continuous-wave (CW) radar to remove the effects of direct current (DC) offset, including DC drift, which is a very slow noise that appears near DC. DC drift is mainly caused by unwanted vibrations (generated by the radar itself, target objects, or surroundings) or characteristic changes in components in the radar owing to internal heating. It reduces the accuracy of the circle fitting method required for I/Q imbalance calibration and DC offset removal. The proposed technique effectively removes DC drift from the time-domain waveform of the baseband signals obtained for a certain time using polynomial fitting. The accuracy improvement in the circle fitting by the proposed technique using a 5.8 GHz CW radar decreases the error in the displacement measurement and increases the signal-to-noise ratio (SNR) in vital signal detection. The measurement results using a 5.8 GHz radar show that the proposed technique using a fifth-order polynomial fitting decreased the displacement error from 1.34 mm to 0.62 mm on average when the target was at a distance of 1 m. For a subject at a distance of 0.8 m, the measured SNR improved by 7.2 dB for respiration and 6.6 dB for heartbeat.
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spelling pubmed-85126752021-10-14 Detrending Technique for Denoising in CW Radar Lee, In-Seong Park, Jae-Hyun Yang, Jong-Ryul Sensors (Basel) Article A detrending technique is proposed for continuous-wave (CW) radar to remove the effects of direct current (DC) offset, including DC drift, which is a very slow noise that appears near DC. DC drift is mainly caused by unwanted vibrations (generated by the radar itself, target objects, or surroundings) or characteristic changes in components in the radar owing to internal heating. It reduces the accuracy of the circle fitting method required for I/Q imbalance calibration and DC offset removal. The proposed technique effectively removes DC drift from the time-domain waveform of the baseband signals obtained for a certain time using polynomial fitting. The accuracy improvement in the circle fitting by the proposed technique using a 5.8 GHz CW radar decreases the error in the displacement measurement and increases the signal-to-noise ratio (SNR) in vital signal detection. The measurement results using a 5.8 GHz radar show that the proposed technique using a fifth-order polynomial fitting decreased the displacement error from 1.34 mm to 0.62 mm on average when the target was at a distance of 1 m. For a subject at a distance of 0.8 m, the measured SNR improved by 7.2 dB for respiration and 6.6 dB for heartbeat. MDPI 2021-09-24 /pmc/articles/PMC8512675/ /pubmed/34640697 http://dx.doi.org/10.3390/s21196376 Text en © 2021 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
Lee, In-Seong
Park, Jae-Hyun
Yang, Jong-Ryul
Detrending Technique for Denoising in CW Radar
title Detrending Technique for Denoising in CW Radar
title_full Detrending Technique for Denoising in CW Radar
title_fullStr Detrending Technique for Denoising in CW Radar
title_full_unstemmed Detrending Technique for Denoising in CW Radar
title_short Detrending Technique for Denoising in CW Radar
title_sort detrending technique for denoising in cw radar
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512675/
https://www.ncbi.nlm.nih.gov/pubmed/34640697
http://dx.doi.org/10.3390/s21196376
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