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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-8512675 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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