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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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. |
format | Online Article Text |
id | pubmed-10304921 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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