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Reconstruction of Range-Doppler Map Corrupted by FMCW Radar Asynchronization

Authors :
Kyung-Min Lee
In-Seong Lee
Hee-Sub Shin
Jae-Woo Ok
Jae-Hyuk Youn
Eung-Noh You
Jong-Ryul Yang
Kyung-Tae Kim
Source :
Sensors, Vol 23, Iss 12, p 5605 (2023)
Publication Year :
2023
Publisher :
MDPI AG, 2023.

Abstract

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.

Details

Language :
English
ISSN :
14248220
Volume :
23
Issue :
12
Database :
Directory of Open Access Journals
Journal :
Sensors
Publication Type :
Academic Journal
Accession number :
edsdoj.2b3dcbfc9b0443febb31103c6e7b8c9a
Document Type :
article
Full Text :
https://doi.org/10.3390/s23125605