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Analysis of the limit to superresolution in real aperture scanning radar

机译:实际孔径扫描雷达中超级化限制分析

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Iterative deconvolution is an effective method of achieving high azimuth resolution in real aperture scanning radar. However, the performance is seriously limited when SNR is low. The application area and processing efficiency are affected by unreasonable iterative. Therefore, correct understanding the ability of super-resolution signal recovery is the premise to achieve super-resolution at low SNR. In this paper, the distance and position change of the recovered signals in high-dimension are studied based on the vector decomposition of azimuth echo. Besides, the process of signal recovery and the limit of super-resolution performance in iteration are analyzed. The experiential formula of the super-resolution limit is then derived. Finally, simulations are given to verify the theoretical analysis.
机译:迭代解卷积是实现实际孔径扫描雷达中高方位角分辨率的有效方法。但是,当SNR低时,性能严重限制。应用区域和处理效率受到不合理的迭代的影响。因此,正确理解超分辨率信号恢复的能力是在低SNR处实现超分辨率的前提。在本文中,基于方位角回波的矢量分解研究了高尺寸中回收信号的距离和位置变化。此外,分析了信号恢复过程和迭代中超分辨率性能的限制。然后衍生超分辨率限制的体验公式。最后,给出了仿真验证了理论分析。

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