Ground Moving Target Detection With Nonuniform Subpulse Coding in SAR System

被引:3
作者
He, Xiongpeng [1 ]
Yu, Yue [1 ]
Guo, Yifan [2 ]
Liao, Guisheng [1 ]
Zhu, Shengqi [1 ]
Xu, Jingwei [1 ]
Gu, Tong [1 ]
机构
[1] Xidian Univ, Natl Lab Radar Signal Proc, Xian 710071, Peoples R China
[2] North western Polytech Univ, Sch Marine Sci & Technol, Xian 710072, Peoples R China
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2023年 / 61卷
基金
中国国家自然科学基金;
关键词
Clutter; Synthetic aperture radar; Encoding; Azimuth; Imaging; Frequency modulation; Object detection; Digital beamforming (DBF); ground moving target indication (GMTI); high-resolution and wide-swath (HRWS); nonuniform subpulse coding (NSPC); range ambiguity suppression; robust principal component analysis (RPCA); AMBIGUOUS CLUTTER SUPPRESSION; FDA-MIMO RADAR; STAP; BAND;
D O I
10.1109/TGRS.2022.3231914
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
For the high-resolution and wide-swath (HRWS) synthetic aperture radar (SAR) system, the increasing imaging width results in a serious range ambiguity problem, which affects the performance of ground moving target indication (GMTI). In this article, a novel nonuniform subpulse coding (NSPC) scheme is proposed. It is characterized by resorting to range-frequency band resources and detailed coding design for each subpulse, enabling the beam auto-scanning in elevation. Also, the bandpass filtering and digital beamforming (DBF) technology with improved data reconstruction are utilized to realize the separation of subpulses and suppress range ambiguity. The NSPC technique exchanges the signal bandwidth for increasing swath without range ambiguity, and the coded subpulses can be directed to the prescribed regions, while skipping the invalid areas where the echoes are blocked. After that, through the robust principal component analysis (RPCA) method, the moving target detection is performed for each separated region without residual range-ambiguous interference. The proposed approach has been theoretically deduced in detail and the simulation experiments demonstrate its effectiveness.
引用
收藏
页数:18
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