A Robust Range Grating Lobe Suppression Method Based on Image Contrast for Stepped-Frequency SAR

被引:3
|
作者
Gao, Wen-Bin [1 ]
Long, Teng [1 ]
Ding, Ze-Gang [1 ]
Wu, Yi-Rong [2 ]
机构
[1] Beijing Inst Technol, Sch Informat & Elect, Beijing Key Lab Embedded Real Time Informat Proc, Beijing 100081, Peoples R China
[2] Chinese Acad Sci, Inst Elect, Natl Key Lab Microwave Imaging Technol, Beijing 100080, Peoples R China
来源
SENSORS | 2016年 / 16卷 / 12期
基金
中国国家自然科学基金;
关键词
contrast-based; grating lobe suppression (GLS); magnitude error and phase error (MEPE); stepped-frequency; synthetic aperture radar (SAR); ALGORITHM; SHARPNESS; AUTOFOCUS; TRAIN;
D O I
10.3390/s16122066
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The magnitude error and phase error (MEPE) in the transfer function of a stepped-frequency synthetic aperture radar (SAR) system results in a periodic MEPE in the synthesized wideband waveform (SWW), which induces the grating lobes in the high-resolution range profile (HRRP). In this paper, a robust data-driven grating lobe suppression (GLS) method is proposed. Based on a contrast-based error estimation method and the grating lobes of the brightest scatterers in the SAR image, the periodic MEPE can be robustly estimated using the proposed method. By compensating the estimated periodic MEPE, the range grating lobes can be suppressed to the background level of the SAR image. Simulation results and real data processing have demonstrated the superiority of the proposed method.
引用
收藏
页数:12
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