A Novel Azimuth Ambiguity Suppression Method for Spaceborne Dual-Channel SAR-GMTI

被引:9
|
作者
Long, Yajun [1 ,2 ]
Zhao, Fengjun [1 ]
Zheng, Mingjie [1 ]
Jin, Guodong [1 ,2 ]
Zhang, Heng [1 ]
Wang, Robert [1 ]
机构
[1] Chinese Acad Sci, Aerosp Informat Res Inst, Dept Space Microwave Remote Sensing Syst, Beijing 100094, Peoples R China
[2] Univ Chinese Acad Sci, Sch Elect Elect & Commun Engn, Beijing 100039, Peoples R China
关键词
Azimuth; Clutter; Radar polarimetry; Object detection; Synthetic aperture radar; Aerospace electronics; Azimuth ambiguity suppression; false alarm rate; GaoFen-3; SAR; ground moving target indication (GMTI); local azimuth ambiguity-to-signal ratio (LAASR); synthetic aperture radar (SAR); REMOVAL;
D O I
10.1109/LGRS.2020.2967176
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
Azimuth ambiguity degrades the quality of synthetic aperture radar (SAR) images and leads to the increase of false alarm rate in ground moving target indication (GMTI). Due to the existing azimuth ambiguity, suppression methods do not remove the first-order ambiguity completely and ignore the ambiguity above first order as well, moving target detection is affected by residual ambiguity. Hence, a novel method to suppress first-order and higher order azimuth ambiguities for the dual-channel SAR/GMTI is proposed in this letter. First, the displaced phase center antenna (DPCA) technique is applied to suppress clutter. Then, estimate the local azimuth ambiguity-to-signal ratio (LAASR) to find out the area affected by ambiguity. Finally, an inpainting algorithm is improved to patch the ambiguity area. The proposed method can remove the ambiguity almost completely. Moreover, the method is verified using the GaoFen-3 SAR dual-channel complex image data, and the result shows that the false alarm of moving target detection is degraded without reducing the detection rate.
引用
收藏
页码:87 / 91
页数:5
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