High-Resolution ISAR Imaging of Maneuvering Targets Based on Azimuth Adaptive Partitioning and Compensation Function Estimation

被引:9
作者
Yang, Shenghui [1 ,2 ]
Li, Shiqiang [1 ]
Fan, Huaitao [1 ]
Liu, Yifei [1 ,2 ]
机构
[1] Chinese Acad Sci, Aerosp Informat Res Inst, Dept Space Microwave Remote Sensing Syst, Beijing 100190, Peoples R China
[2] Univ Chinese Acad Sci, Sch Elect Elect & Commun Engn, Beijing 101408, Peoples R China
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2023年 / 61卷
关键词
Azimuth; Imaging; Radar imaging; Time-frequency analysis; Radar; Doppler effect; Logic gates; Adaptive partitioning; inverse synthetic aperture radar (ISAR); joint time-frequency analysis (JTFA); spatial-variant (SV) phase error compensation; GLOBAL RANGE ALIGNMENT; MOTION COMPENSATION; PARAMETER-ESTIMATION; TRANSFORM; ALGORITHM;
D O I
10.1109/TGRS.2023.3334770
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
An important challenge in high-resolution inverse synthetic aperture radar (ISAR) imaging of maneuvering targets is the 2-D spatial-variant (SV) high-order phase error. The classic autofocusing phase correction method cannot effectively correct the SV phase error, which makes it difficult for the traditional range-Doppler (RD) algorithm to obtain high-quality images in high-resolution imaging. The range SV phase error can be compensated for each range cell separately after migration correction of the cross-range cell, but correcting the azimuth SV phase error is challenging. This article presents a high-resolution ISAR imaging algorithm for maneuvering targets with azimuth adaptive partitioning and phase compensation function estimation. First, the coarse-focus image is obtained by the azimuth Fourier transform (FT) after translational motion compensation and migration through range cell (MTRC) correction. Then, the azimuth coarse-focusing result is adaptively partitioned at each range bin. Each partitioned data block is transformed into the time domain, and joint time-frequency analysis (JTFA) is performed to obtain the time-frequency (TF) curve of the signal. Through alignment of TF curves, the phase compensation function is inverted. Finally, the corrected subblocks are stitched together to obtain high-quality ISAR images. ISAR imaging experiments with simulated and real data demonstrate the effectiveness and practicability of the proposed algorithm in high-resolution ISAR imaging of maneuvering targets.
引用
收藏
页数:15
相关论文
共 42 条
[1]   ISAR Imaging of a Ship Target Based on Parameter Estimation of Multicomponent Quadratic Frequency-Modulated Signals [J].
Bai, Xia ;
Tao, Ran ;
Wang, Zhijiao ;
Wang, Yue .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2014, 52 (02) :1418-1429
[2]   Performance analysis of a contrast-based ISAR autofocusing algorithm [J].
Berizzi, F ;
Mese, ED ;
Martorella, M .
PROCEEDINGS OF THE 2002 IEEE RADAR CONFERENCE, 2002, :200-205
[3]   High-resolution ISAR imaging of maneuvering targets by means of the range instantaneous Doppler technique: Modeling and performance analysis [J].
Berizzi, F ;
Dalle Mese, E ;
Diani, M ;
Martorella, M .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2001, 10 (12) :1880-1890
[4]   TARGET-MOTION-INDUCED RADAR IMAGING [J].
CHEN, CC ;
ANDREWS, HC .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1980, 16 (01) :2-14
[5]   Joint time-frequency analysts for radar signal and image processing [J].
Chen, VC ;
Ling, H .
IEEE SIGNAL PROCESSING MAGAZINE, 1999, 16 (02) :81-93
[6]   Joint time-frequency transform for radar range Doppler imaging [J].
Chen, VC ;
Qian, S .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1998, 34 (02) :486-499
[7]   Joint Translational Motion Compensation Method for ISAR Imagery Under Low SNR Condition Using Dynamic Image Sharpness Metric Optimization [J].
Gao, Yuexin ;
Xing, Mengdao ;
Li, Yachao ;
Sun, Wei ;
Zhang, Zijing .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60
[8]  
Huang P., 2016, P CIE INT C RAD RADA, P1
[9]   ISAR Imaging of a Maneuvering Target Based on Parameter Estimation of Multicomponent Cubic Phase Signals [J].
Huang, Penghui ;
Xia, Xiang-Gen ;
Zhan, Muyang ;
Liu, Xingzhao ;
Liao, Guisheng ;
Jiang, Xue .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60
[10]   IMPROVED ADAPTIVE-BEAMFORMING TARGET FOR SELF-CALIBRATING A DISTORTED PHASED-ARRAY [J].
KANG, B ;
SUBBARAM, HM ;
STEINBERG, BD .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1990, 38 (02) :186-194