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On the Use of Auxiliary Receive Channels for Clutter Mitigation With Phased Array Weather Radars

机译:关于使用辅助接收通道缓解相控阵天气雷达的杂波

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Phased array radars (PARs) are attractive in weather surveillance primarily because of their capability to electronically steer. When combined with the recently developed beam multiplexing (BMX) technique, these radars can obtain very rapid update scans that are useful in monitoring severe weather. A consequence is that the small number of contiguous samples of the time series obtained can be a challenge for temporal/spectral filters used for clutter mitigation. As a result, the accurate extraction of weather signals can become the limiting performance barrier for PARs that employ BMX in clutter-dominated scattering fields. By exploiting the spatial correlation of the auxiliary channel signals, the effect of clutter contamination can be reduced in these conditions. In this paper, three spatial filtering techniques that used low-gain auxiliary receive channels are presented. The effect of clutter mitigation was studied using numerical simulations of a tornadic environment for changes in signal-to-noise ratio, clutter-to-signal ratio, number of time series samples, varying clutter spectral widths, and maximum weight constraints. Since such data are not currently available from a horizontally pointed phased array weather radar, experimental validation was applied to an existing data set from the turbulent eddy profiler, which is a vertically pointed PAR. Although preliminary, the results show promise for clutter mitigation with extremely short nonuniform sampling.
机译:相控阵雷达(PAR)在天气监视中很有吸引力,主要是因为它们具有电子转向功能。与最近开发的波束复用(BMX)技术结合使用时,这些雷达可以获得非常快速的更新扫描,可用于监视恶劣天气。结果是,所获得的时间序列的少量连续样本可能对用于减轻杂波的时间/频谱滤波器构成挑战。结果,对于杂波为主的散射场中采用BMX的PAR,天气信号的准确提取可能成为限制性能的障碍。通过利用辅助信道信号的空间相关性,可以在这些条件下减少杂波污染的影响。本文提出了三种使用低增益辅助接收通道的空间滤波技术。通过在涡流环境的数值模拟中研究杂波缓解的效果,以模拟信噪比,杂波信号比,时间序列样本数,杂波频谱宽度的变化以及最大权重约束的变化。由于当前无法从水平指向相控阵天气雷达获得此类数据,因此将实验验证应用于湍流涡流廓线仪(垂直指向PAR)的现有数据集。尽管是初步的,但结果表明用极短的非均匀采样可以减轻杂波。

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