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Reconstruction of Range-Doppler Map Corrupted by FMCW Radar Asynchronization

Frequency-modulated continuous wave (FMCW) radar system synchronization using external clock signals can cause repeated Range-Doppler (R-D) map corruption when clock signal asynchronization problems occur between the transmitter and receiver. In this paper, we propose a signal processing method for...

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Autores principales: Lee, Kyung-Min, Lee, In-Seong, Shin, Hee-Sub, Ok, Jae-Woo, Youn, Jae-Hyuk, You, Eung-Noh, Yang, Jong-Ryul, Kim, Kyung-Tae
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10304921/
https://www.ncbi.nlm.nih.gov/pubmed/37420771
http://dx.doi.org/10.3390/s23125605
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author Lee, Kyung-Min
Lee, In-Seong
Shin, Hee-Sub
Ok, Jae-Woo
Youn, Jae-Hyuk
You, Eung-Noh
Yang, Jong-Ryul
Kim, Kyung-Tae
author_facet Lee, Kyung-Min
Lee, In-Seong
Shin, Hee-Sub
Ok, Jae-Woo
Youn, Jae-Hyuk
You, Eung-Noh
Yang, Jong-Ryul
Kim, Kyung-Tae
author_sort Lee, Kyung-Min
collection PubMed
description Frequency-modulated continuous wave (FMCW) radar system synchronization using external clock signals can cause repeated Range-Doppler (R-D) map corruption when clock signal asynchronization problems occur between the transmitter and receiver. In this paper, we propose a signal processing method for the reconstruction of the corrupted R-D map owing to the FMCW radar’s asynchronization. After calculating the image entropy for each R-D map, the corrupted ones are extracted and reconstructed using the normal R-D maps acquired before and after the individual maps. To verify the effectiveness of the proposed method, three target detection experiments were conducted: a human target detection in an indoor environment and a wide place and a moving bike-rider target detection in an outdoor environment. The corrupted R-D map sequence of observed targets in each case was reconstructed properly and showed the validity by comparing the map-by-map range and speed changes in the detected target with the ground-truth information of the target.
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spelling pubmed-103049212023-06-29 Reconstruction of Range-Doppler Map Corrupted by FMCW Radar Asynchronization Lee, Kyung-Min Lee, In-Seong Shin, Hee-Sub Ok, Jae-Woo Youn, Jae-Hyuk You, Eung-Noh Yang, Jong-Ryul Kim, Kyung-Tae Sensors (Basel) Article Frequency-modulated continuous wave (FMCW) radar system synchronization using external clock signals can cause repeated Range-Doppler (R-D) map corruption when clock signal asynchronization problems occur between the transmitter and receiver. In this paper, we propose a signal processing method for the reconstruction of the corrupted R-D map owing to the FMCW radar’s asynchronization. After calculating the image entropy for each R-D map, the corrupted ones are extracted and reconstructed using the normal R-D maps acquired before and after the individual maps. To verify the effectiveness of the proposed method, three target detection experiments were conducted: a human target detection in an indoor environment and a wide place and a moving bike-rider target detection in an outdoor environment. The corrupted R-D map sequence of observed targets in each case was reconstructed properly and showed the validity by comparing the map-by-map range and speed changes in the detected target with the ground-truth information of the target. MDPI 2023-06-15 /pmc/articles/PMC10304921/ /pubmed/37420771 http://dx.doi.org/10.3390/s23125605 Text en © 2023 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, Kyung-Min
Lee, In-Seong
Shin, Hee-Sub
Ok, Jae-Woo
Youn, Jae-Hyuk
You, Eung-Noh
Yang, Jong-Ryul
Kim, Kyung-Tae
Reconstruction of Range-Doppler Map Corrupted by FMCW Radar Asynchronization
title Reconstruction of Range-Doppler Map Corrupted by FMCW Radar Asynchronization
title_full Reconstruction of Range-Doppler Map Corrupted by FMCW Radar Asynchronization
title_fullStr Reconstruction of Range-Doppler Map Corrupted by FMCW Radar Asynchronization
title_full_unstemmed Reconstruction of Range-Doppler Map Corrupted by FMCW Radar Asynchronization
title_short Reconstruction of Range-Doppler Map Corrupted by FMCW Radar Asynchronization
title_sort reconstruction of range-doppler map corrupted by fmcw radar asynchronization
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10304921/
https://www.ncbi.nlm.nih.gov/pubmed/37420771
http://dx.doi.org/10.3390/s23125605
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