In electromagnetic countermeasures circumstances,synthetic aperture radar(SAR)imagery usually suffers from severe quality degradation from modulated interrupt sampling repeater jamming(MISRJ),which usually owes consid...In electromagnetic countermeasures circumstances,synthetic aperture radar(SAR)imagery usually suffers from severe quality degradation from modulated interrupt sampling repeater jamming(MISRJ),which usually owes considerable coherence with the SAR transmission waveform together with periodical modulation patterns.This paper develops an MISRJ suppression algorithm for SAR imagery with online dictionary learning.In the algorithm,the jamming modulation temporal properties are exploited with extracting and sorting MISRJ slices using fast-time autocorrelation.Online dictionary learning is followed to separate real signals from jamming slices.Under the learned representation,time-varying MISRJs are suppressed effectively.Both simulated and real-measured SAR data are also used to confirm advantages in suppressing time-varying MISRJs over traditional methods.展开更多
针对脉冲多普勒雷达在中脉冲重复频率下同时存在距离模糊和多普勒模糊问题,提出了一种基于正交离散频率编码(discrete frequency coding,DFC)波形解二维模糊的方法。基于雷达循环发射的一组正交DFC信号,在回波脉冲压缩过程中,利用信号...针对脉冲多普勒雷达在中脉冲重复频率下同时存在距离模糊和多普勒模糊问题,提出了一种基于正交离散频率编码(discrete frequency coding,DFC)波形解二维模糊的方法。基于雷达循环发射的一组正交DFC信号,在回波脉冲压缩过程中,利用信号正交性进行距离模糊区域的分离,完成距离解模糊。通过多普勒模糊数遍历补偿以及与keystone后相参积累结果对比,确定正确的多普勒模糊数,完成多普勒解模糊。经过Keystone处理后,可以进行整个驻留时间的相参积累,提高回波在低信噪比情况下的目标检测及参数估计能力。同时考虑了DFC信号的多普勒敏感性问题,在精确匹配滤波过程中补偿了脉内多普勒的影响。仿真实验验证了所提方法解二维模糊的有效性以及低信噪比检测能力。展开更多
基金supported by the National Natural Science Foundation of China(61771372,61771367,62101494)the National Outstanding Youth Science Fund Project(61525105)+1 种基金Shenzhen Science and Technology Program(KQTD20190929172704911)the Aeronautic al Science Foundation of China(2019200M1001)。
文摘In electromagnetic countermeasures circumstances,synthetic aperture radar(SAR)imagery usually suffers from severe quality degradation from modulated interrupt sampling repeater jamming(MISRJ),which usually owes considerable coherence with the SAR transmission waveform together with periodical modulation patterns.This paper develops an MISRJ suppression algorithm for SAR imagery with online dictionary learning.In the algorithm,the jamming modulation temporal properties are exploited with extracting and sorting MISRJ slices using fast-time autocorrelation.Online dictionary learning is followed to separate real signals from jamming slices.Under the learned representation,time-varying MISRJs are suppressed effectively.Both simulated and real-measured SAR data are also used to confirm advantages in suppressing time-varying MISRJs over traditional methods.
文摘针对脉冲多普勒雷达在中脉冲重复频率下同时存在距离模糊和多普勒模糊问题,提出了一种基于正交离散频率编码(discrete frequency coding,DFC)波形解二维模糊的方法。基于雷达循环发射的一组正交DFC信号,在回波脉冲压缩过程中,利用信号正交性进行距离模糊区域的分离,完成距离解模糊。通过多普勒模糊数遍历补偿以及与keystone后相参积累结果对比,确定正确的多普勒模糊数,完成多普勒解模糊。经过Keystone处理后,可以进行整个驻留时间的相参积累,提高回波在低信噪比情况下的目标检测及参数估计能力。同时考虑了DFC信号的多普勒敏感性问题,在精确匹配滤波过程中补偿了脉内多普勒的影响。仿真实验验证了所提方法解二维模糊的有效性以及低信噪比检测能力。
