Precision Downward-Looking 3D Synthetic Aperture Radar Imaging with Sparse Linear Array and Platform Motion Parameters Estimation

被引:4
|
作者
Liu, Qiyong [1 ,2 ]
Luo, Ying [2 ,3 ,4 ]
Zhang, Qun [1 ,2 ,3 ]
Hong, Wen [5 ]
Yeo, Tat Soon [4 ]
机构
[1] Air Force Engn Univ, Inst Informat & Nav, Xian 710077, Shaanxi, Peoples R China
[2] Collaborat Innovat Ctr Informat Sensing & Underst, Xian 710077, Shaanxi, Peoples R China
[3] Fudan Univ, Minist Educ, Key Lab Informat Sci Electromagnet Waves, Shanghai 200433, Peoples R China
[4] Natl Univ Singapore, Dept Elect & Comp Engn, Singapore 117583, Singapore
[5] Chinese Acad Sci, Inst Elect, Sci & Technol Microwave Imaging Lab, Beijing 100190, Peoples R China
基金
中国国家自然科学基金;
关键词
synthetic aperture radar (SAR); parameters estimation; Doppler frequency modulation; minimum entropy criterion (MEC); deformation correction; SAR TOMOGRAPHY; ALGORITHM;
D O I
10.3390/rs10121957
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The downward-looking sparse linear array three-dimensional synthetic aperture radar (DLSLA 3D SAR) has attracted a great deal of attention, due to the ability to obtain three-dimensional (3D) images. However, if the velocity and the yaw rate of the platform are not measured with enough accuracy, the azimuth signal cannot be compressed and then the 3D image of the scene cannot be obtained. In this paper, we propose a method for platform motion parameter estimation, and downward-looking 3D SAR imaging. A DLSLA 3D SAR imaging model including yaw rate was established. We then calculated the Doppler frequency modulation, which is related to the cross-track coordinates rather than the azimuth coordinates. Thus, the cross-track signal reconstruction was realized. Furthermore, based on the minimum entropy criterion (MEC), the velocity and yaw rate of the platform were accurately estimated, and the azimuth signal compression was also realized. Moreover, a deformation correction procedure was designed to improve the quality of the image. Simulation results were given to demonstrate the validity of the proposed method.
引用
收藏
页数:20
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