帕累托分布时空相关低掠角海杂波模拟

J. Wang, Xiaojian Xu
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引用次数: 3

摘要

本文提出了一种基于统计特性和相关特性的低掠角海杂波时空相关模拟方法。震级呈帕累托分布,各距离箱的时间相关特征不同。首先,采用无记忆非线性变换(MNLT)直接模拟相干脉冲海杂波时空相关的Pareto分布高分辨率距离像(hrrp);其次,利用中心多普勒频率与低掠角海杂波幅值的近似线性关系,对各距离仓的多普勒频谱进行建模;然后,采用交替投影(AP)方法提取具有期望多普勒频谱和给定幅度的海杂波相位。仿真结果表明,Pareto分布的海杂波具有理想的空间相关函数和距离分辨多普勒谱。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Simulation of Pareto distributed temporally and spatially correlated low grazing angle sea clutter
This paper proposes a procedure for simulation of the temporally and spatially correlated low grazing angle sea clutter based on the statistical and correlated characteristics. The magnitudes are Pareto distributed and the temporal correlation characteristics in separated range bins are different from each other. Firstly, the memoryless nonlinear transform (MNLT) is adopted to directly simulate the Pareto distributed high resolution range profiles (HRRPs) of the temporally and spatially correlated sea clutter from coherent pulses. Secondly, by utilizing the approximately linear relationship between the central Doppler frequency and the magnitude of low grazing angle sea clutter, Doppler spectrum of each range bin is modeled. Then, the alternating projection (AP) approach is used to retrieve the phases of sea clutter with desired Doppler spectrum and given magnitudes. Finally, simulation results show the Pareto distributed temporally and spatially correlated sea clutter with desired spatial correlation function and range resolved Doppler spectra.
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