Imaging and Relocation for Extended Ground Moving Targets in Multichannel SAR-GMTI Systems

被引:25
|
作者
Huang, Penghui [1 ]
Xia, Xiang-Gen [2 ]
Wang, Lingyu [1 ]
Xu, Huajian [3 ]
Liu, Xingzhao [1 ]
Liao, Guisheng [4 ]
Jiang, Xue [1 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Elect Informat & Elect Engn, Shanghai 200240, Peoples R China
[2] Univ Delaware, Dept Elect & Comp Engn, Newark, DE 19716 USA
[3] Nanjing Elect Equipment Inst, Nanjing 210007, Peoples R China
[4] Xidian Univ, Natl Lab Radar Signal Proc, Xian 710071, Peoples R China
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2022年 / 60卷
关键词
Synthetic aperture radar; Doppler effect; Clutter; Estimation; Radar polarimetry; Imaging; Channel estimation; Ground moving target indication (GMTI); motion parameter estimation; moving target relocation; synthetic aperture radar (SAR); BASE-LINE ESTIMATION; FRACTIONAL FOURIER-TRANSFORM; SYNTHETIC-APERTURE RADAR; CHIRP RATE; PARAMETER-ESTIMATION; MAXIMUM-LIKELIHOOD; ESTIMATION ALGORITHM; VELOCITY ESTIMATION; RADIAL-VELOCITY; AIRBORNE RADAR;
D O I
10.1109/TGRS.2021.3106906
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
In a multichannel synthetic aperture radar (SAR) system, because of the target uncooperative motion, a ground moving target (GMT) is usually smeared, distorted, and shifted in an SAR image. In this article, a novel approach for multichannel SAR-GMT indication (GMTI) processing is proposed. The main innovations of this method are that a GMT can be well refocused and relocated since the target high-order Doppler parameters can be precisely estimated based on a high-order polynomial phase signal (PPS) model, and the target statistical amplitude and phase information is jointly applied to improve the radial velocity estimation robustness. Compared with the current SAR-GMTI algorithms, the improvements of this method over the existing methods are: 1) the topography interferometric phase can be effectively compensated by applying an adaptive 2-D spectrum filtering technique via iterative processing; 2) a GMT can be well imaged since the target Doppler chirp rate and the quadratic chirp rate can be well estimated via the 2-D coherent integration in the time-frequency plane; and 3) a GMT can be precisely relocated into its original position by applying the generalized amplitude and phase weighting technique. Real-measured SAR data processing results are presented to validate the effectiveness and feasibility of the proposed method.
引用
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页数:24
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