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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.
Afiliação
  • Lee KM; Department of Electrical Engineering, Pohang University of Science and Technology, 77 Cheongam-ro, Nam-gu, Pohang 37673, Republic of Korea.
  • Lee IS; Department of Electronic Engineering, Yeungnam University, 280 Daehak-ro, Gyeongsan 38541, Republic of Korea.
  • Shin HS; LIG Nex1 Co., Ltd., Yongin 13488, Republic of Korea.
  • Ok JW; LIG Nex1 Co., Ltd., Yongin 13488, Republic of Korea.
  • Youn JH; LIG Nex1 Co., Ltd., Yongin 13488, Republic of Korea.
  • You EN; LIG Nex1 Co., Ltd., Yongin 13488, Republic of Korea.
  • Yang JR; Department of Electrical and Electronics Engineering, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul 05029, Republic of Korea.
  • Kim KT; Department of Electrical Engineering, Pohang University of Science and Technology, 77 Cheongam-ro, Nam-gu, Pohang 37673, Republic of Korea.
Sensors (Basel) ; 23(12)2023 Jun 15.
Article em En | MEDLINE | ID: mdl-37420771
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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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Radar / Processamento de Sinais Assistido por Computador Limite: Humans Idioma: En Revista: Sensors (Basel) Ano de publicação: 2023 Tipo de documento: Article País de publicação: Suíça

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Radar / Processamento de Sinais Assistido por Computador Limite: Humans Idioma: En Revista: Sensors (Basel) Ano de publicação: 2023 Tipo de documento: Article País de publicação: Suíça