TY - JOUR
T1 - 3D Target Localization Based on FrFT from Spaceborne Curve SAR
AU - Nie, Zhitong
AU - Chen, Zhiyang
AU - Li, Yuanhao
AU - Hu, Cheng
N1 - Publisher Copyright:
© 2023 Beijing Institute of Technology. All rights reserved.
PY - 2023
Y1 - 2023
N2 - Synthetic aperture radar (SAR) three-dimensional (3D) imaging technology can reconstruct the complete structure of observed targets and has been a hot topic. Compared with tomographic SAR, array interferometric SAR, and circular SAR, curve SAR can use less data to achieve 3D positioning of targets. Most existing algorithms for estimating Doppler frequency modulation (FM) rate are based on sub aperture partitioning, resulting in low computational efficiency. To address this, this article establishes a target height estimation model, which reflects the relationship between the height and the residual Doppler FM rate for spaceborne curve SAR. Then, a fast SAR 3D localization processing flow based on fractional Fourier transform (FrFT) is proposed. Experimental verification demonstrates that this method can estimate the Doppler FM of the target column by column, and the 3D position error for non-overlapping targets is controlled within 1 m. For overlapping points with an intensity ratio greater than 1.5, the root mean square error (RMSE) of the estimation results is around 5 m. If the separation between overlapping points is greater than 35 m, the RMSE decreases to approximately 2 m.
AB - Synthetic aperture radar (SAR) three-dimensional (3D) imaging technology can reconstruct the complete structure of observed targets and has been a hot topic. Compared with tomographic SAR, array interferometric SAR, and circular SAR, curve SAR can use less data to achieve 3D positioning of targets. Most existing algorithms for estimating Doppler frequency modulation (FM) rate are based on sub aperture partitioning, resulting in low computational efficiency. To address this, this article establishes a target height estimation model, which reflects the relationship between the height and the residual Doppler FM rate for spaceborne curve SAR. Then, a fast SAR 3D localization processing flow based on fractional Fourier transform (FrFT) is proposed. Experimental verification demonstrates that this method can estimate the Doppler FM of the target column by column, and the 3D position error for non-overlapping targets is controlled within 1 m. For overlapping points with an intensity ratio greater than 1.5, the root mean square error (RMSE) of the estimation results is around 5 m. If the separation between overlapping points is greater than 35 m, the RMSE decreases to approximately 2 m.
KW - curve trajectory
KW - fractional Fourier transform (FrFT)
KW - spaceborne synthetic aperture radar (SAR)
KW - three dimensional (3D) localization
UR - http://www.scopus.com/inward/record.url?scp=85184063446&partnerID=8YFLogxK
U2 - 10.15918/j.jbit1004-0579.2023.083
DO - 10.15918/j.jbit1004-0579.2023.083
M3 - Review article
AN - SCOPUS:85184063446
SN - 1004-0579
VL - 32
SP - 717
EP - 718
JO - Journal of Beijing Institute of Technology (English Edition)
JF - Journal of Beijing Institute of Technology (English Edition)
IS - 6
ER -