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Modelling and simulation of spatial-temporal correlated K distributed clutter for coherent radar seeker

机译:相干雷达导引器时空相关K分布杂波建模与仿真

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摘要

Modelling the clutter with accurate spatialtemporal correlation, amplitude statistical characteristic and coherence is significant to the evaluation of constant false alarm rate (CFAR) detection performance for coherent radar seeker in clutter. In this study, the authors propose a modelling method for spatialtemporal correlated coherent K distributed clutter. At first, with the assumption that clutter shape parameter is known, the authors estimate the scale parameter of K distributed clutter by calculating the clutter power of the range reference cell of CFAR detection according to the radar seeker operating circumstance. Then, they model the temporal correlated coherent K distributed clutter and spatial correlated coherent K distributed modulation component, respectively, by employing exogenous modelling method. The authors propose to modulate the temporal clutter with spatial modulation sequence to obtain spatialtemporal correlated coherent K distributed clutter for multiple range reference cells of CFAR detection. Finally, they show the validity of the proposed modelling method by simulation.
机译:利用准确的时空相关性,幅度统计特性和相干性对杂波进行建模,对于评估杂波中相干雷达导引头的恒定虚警率(CFAR)检测性能具有重要意义。在这项研究中,作者提出了一种用于时空相关相干K分布杂波的建模方法。首先,在假定杂波形状参数已知的前提下,作者根据雷达导引头的工作环境,通过计算CFAR检测的距离参考单元的杂波功率,来估计K分布杂波的比例参数。然后,他们采用外生建模方法分别对时间相关的相干K分布杂波和空间相关的相干K分布调制分量进行建模。作者提议使用空间调制序列来调制时间杂波,以获得用于CFAR检测的多个范围参考单元的时空相关相干K分布杂波。最后,通过仿真验证了所提建模方法的有效性。

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