Clutter Suppression via Subspace Projection for Spaceborne HRWS Multichannel SAR System

被引:13
|
作者
Li, Boyu [1 ,2 ]
Sun, Guang-Cai [1 ,2 ]
Xing, Mengdao [1 ,2 ]
Hu, Yihua [3 ]
Guo, Liang [4 ]
Bao, Zheng [1 ,2 ]
机构
[1] Xidian Univ, Natl Lab Radar Signal Proc, Xian 710071, Peoples R China
[2] Xidian Univ, Collaborat Innovat Ctr Informat Sensing & Underst, Xian 710071, Peoples R China
[3] Natl Univ Def Technol, State Key Lab Pulsed Power Laser Technol, Hefei 230037, Peoples R China
[4] Xidian Univ, Sch Phys & Optoelect Engn, Xian 710071, Peoples R China
关键词
Clutter; Doppler effect; Synthetic aperture radar; Azimuth; Sun; Covariance matrices; Channel estimation; Clutter suppression; high-resolution and wide-swath (HRWS); multichannel in azimuth; synthetic aperture radar (SAR); subspace projection; MOVING TARGETS; WIDE-SWATH; ARRIVAL;
D O I
10.1109/LGRS.2019.2951198
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
Traditional clutter suppression methods are mainly studied under the condition that the pulse repetition frequency (PRF) of the system is not less than the Nyquist frequency. Whereas in the high-resolution and wide-swath (HRWS) multichannel synthetic aperture radar (SAR) system, a low PRF is used to break through the minimum antenna area constraint. The low PRF case brings new challenges to the traditional clutter suppression methods. In this letter, a subspace projection clutter suppression method is proposed based on the fact that moving targets and the clutter consist in different signal subspaces. This method can be directly applied to the HRWS multichannel SAR system, and it shows better performance compared to the space-time adaptive processing (STAP) when the moving target components cannot be ignored in the clutter covariance matrix calculation. Simulated data and airborne measured data are processed to verify its effectiveness.
引用
收藏
页码:1538 / 1542
页数:5
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