College of Information Engineering, Inner Mongolia University of Technology, Hohhot 010080, China.
Inner Mongolia Key Laboratory of Radar Technology and Application, Hohhot 010051, China.
Sensors (Basel). 2021 Sep 28;21(19):6487. doi: 10.3390/s21196487.
In synthetic aperture radar (SAR) imaging, geometric resolution, sidelobe level (SLL) and signal-to-noise ratio (SNR) are the most important parameters for measuring the SAR image quality. The staring spotlight mode continuously transmits signals to a fixed area by steering the azimuth beam to acquire azimuth high geometric resolution, and its two-dimensional (2D) impulse response with the low SLL is usually obtained from the 2D weighted power spectral density (PSD) by the selected weighting window function. However, this results in the SNR reduction due to 2D amplitude window weighting. In this paper, the staring spotlight SAR with nonlinear frequency modulation (NLFM) signal and azimuth non-uniform sampling (ANUS) is proposed to obtain high geometric resolution SAR images with the low SLL and almost without any SNR reduction. The NLFM signal obtains non-equal interval frequency sampling points under uniform time sampling by adjusting the instantaneous chirp rate. Its corresponding PSD is similar to the weighting window function, and its pulse compression result without amplitude window weighting has low sidelobes. To obtain a similar Doppler frequency distribution for low sidelobe imaging in azimuth, the received SAR echoes are designed to be non-uniformly sampled in azimuth, in which the sampling sequence is dense in middle and sparse in both ends, and azimuth compression result with window weighting would also have low sidelobes. According to the echo model of the proposed imaging mode, both the back projection algorithm (BPA) and range migration algorithm (RMA) are modified and presented to handle the raw data of the proposed imaging mode. Both imaging results on simulated targets and experimental real SAR data processing results of a ground-based radar validate the proposed low sidelobe imaging mode.
在合成孔径雷达(SAR)成像中,几何分辨率、旁瓣电平(SLL)和信噪比(SNR)是衡量 SAR 图像质量的最重要参数。凝视点聚束模式通过控制方位波束连续向固定区域发射信号,以获得方位向高几何分辨率,其低 SLL 的二维(2D)脉冲响应通常通过选择的加权窗口函数从 2D 加权功率谱密度(PSD)中获得。然而,这会导致 SNR 降低,因为 2D 幅度窗口加权。本文提出了一种基于非线性调频(NLFM)信号和方位非均匀采样(ANUS)的凝视点聚束 SAR,以获得低 SLL 且几乎没有 SNR 降低的高几何分辨率 SAR 图像。NLFM 信号通过调整瞬时啁啾率在均匀时间采样下获得非等间隔频率采样点。其对应的 PSD 类似于加权窗口函数,其没有幅度窗口加权的脉冲压缩结果具有低旁瓣。为了在方位上获得低旁瓣成像的类似多普勒频率分布,接收的 SAR 回波在方位上进行非均匀采样,其中采样序列在中间密集,在两端稀疏,并且具有窗口加权的方位压缩结果也具有低旁瓣。根据所提出成像模式的回波模型,对后向投影算法(BPA)和距离迁移算法(RMA)进行了修改和提出,以处理所提出成像模式的原始数据。模拟目标的成像结果和地面雷达的实验真实 SAR 数据处理结果都验证了所提出的低旁瓣成像模式。