An Improved Imaging Method Based on Optimal Topographic Imaging Plane Reconstruction for Nonlinear Trajectory SAR

被引:1
作者
Tian, Weiming [1 ,2 ]
Xie, Xin [3 ]
Deng, Yunkai [4 ,5 ]
Yang, Zhijun [5 ]
Hu, Cheng [2 ]
机构
[1] Beijing Inst Technol, Beijing Key Lab Embedded Real Time Informat Proc T, Beijing 100081, Peoples R China
[2] Beijing Inst Technol, Radar Technol Res Inst, Beijing 100081, Peoples R China
[3] Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China
[4] Adv Technol Res Inst, Jinan 250300, Peoples R China
[5] Beijing Inst Technol, Chongqing Innovat Ctr, Chongqing 401120, Peoples R China
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2024年 / 62卷
基金
中国国家自然科学基金;
关键词
Imaging; Trajectory; Radar imaging; Synthetic aperture radar; Azimuth; Radar polarimetry; Partitioning algorithms; Backprojection (BP) algorithm; image quality evaluation; nonlinear trajectory; optimal topographic imaging plane; synthetic aperture radar (SAR) imaging; COMPENSATION;
D O I
10.1109/TGRS.2024.3422664
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Radar echo signals may experience the significant 2-D space dependence when it comes to the nonlinear trajectory of the synthetic aperture radar (SAR). The backprojection (BP) imaging algorithm is generally effective for achieving satisfactory focused SAR images under this condition. However, the conventional BP algorithm usually selects a uniform reference imaging plane, regardless of the actual topography of the observation scene. In undulating topographies, it has been proved that the range migration of the actual target and its projection point on the reference imaging plane may not remain consistent, leading to residual uncompensated phase errors and resulting in imaging defocusing during nonlinear trajectories. To address this problem, this article proposes an improved imaging method that involves the optimal topographic imaging plane reconstruction based on the image quality evaluation. The coarse plane and subsequent partitioned subplanes are sequentially constructed to create a topographic imaging plane that closely resembles the digital elevation model (DEM). The BP imaging algorithm is then applied to the reconstructed topographic imaging plane to overcome the defocusing problem. Both simulated and actual experiment datasets validate the effectiveness of the proposed method. Moreover, the proposed method significantly alleviates registration difficulties.
引用
收藏
页数:17
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