TY - GEN
T1 - An Improved Wigner-Hough Transform Based Method for Moving Target Imaging in Spaceborne SAR
AU - Jiao, Yang
AU - Zeng, Hong Cheng
AU - Zhou, Xiao Jie
AU - Wang, Ya Min
AU - Yang, Wei
AU - Zhang, Yong Ping
AU - Chen, Jie
N1 - Publisher Copyright:
© 2025 IEEE.
PY - 2025
Y1 - 2025
N2 - During the synthetic aperture radar (SAR) imaging process, target motion introduces additional Doppler center frequency and Doppler chirp rate. Using mismatched Doppler parameters for imaging will result in defocused and shifted imaging results. To address this issue, this paper proposes an improved joint algorithm based on Wigner-Ville Distribution (WVD) and Hough Transform for more accurate Doppler parameter estimation, thereby achieving moving target imaging. The algorithm workflow is as follows: Firstly, the echo data undergoes range compression, azimuth Fourier transform, and range walk correction. Then, the proposed method is used to obtain and optimize the time-frequency linear relationship. Subsequently, the slope and intercept information of the time-frequency lines are extracted to estimate the Doppler center frequency and Doppler chirp rate. Finally, simulations are conducted for a single point target and an arranged dot-matrix target, and the estimated parameters are used to complete the imaging of the moving targets.
AB - During the synthetic aperture radar (SAR) imaging process, target motion introduces additional Doppler center frequency and Doppler chirp rate. Using mismatched Doppler parameters for imaging will result in defocused and shifted imaging results. To address this issue, this paper proposes an improved joint algorithm based on Wigner-Ville Distribution (WVD) and Hough Transform for more accurate Doppler parameter estimation, thereby achieving moving target imaging. The algorithm workflow is as follows: Firstly, the echo data undergoes range compression, azimuth Fourier transform, and range walk correction. Then, the proposed method is used to obtain and optimize the time-frequency linear relationship. Subsequently, the slope and intercept information of the time-frequency lines are extracted to estimate the Doppler center frequency and Doppler chirp rate. Finally, simulations are conducted for a single point target and an arranged dot-matrix target, and the estimated parameters are used to complete the imaging of the moving targets.
KW - Hough Transform
KW - Wigner-Ville Distribution (WVD)
KW - moving target imaging
KW - synthetic aperture radar (SAR)
KW - time-frequency lines
UR - https://www.scopus.com/pages/publications/105021488341
U2 - 10.1109/ICSPCC66825.2025.11194632
DO - 10.1109/ICSPCC66825.2025.11194632
M3 - 会议稿件
AN - SCOPUS:105021488341
T3 - Proceedings of 2025 IEEE 15th International Conference on Signal Processing, Communications and Computing, ICSPCC 2025
BT - Proceedings of 2025 IEEE 15th International Conference on Signal Processing, Communications and Computing, ICSPCC 2025
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 15th IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2025
Y2 - 18 July 2025 through 21 July 2025
ER -