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A low-complexity sub-Nyquist sampling system for wideband Radar ESM receivers

机译:用于宽带雷达Esm接收器的低复杂度子奈奎斯特采样系统

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摘要

The problem of efficient sampling of wideband Radar signals for Electronic Support Measures (ESM) is investigated in this paper. Wideband radio frequency sampling generally needs a sampling rate at least twice the maximum frequency of the signal, i.e. Nyquist rate, which is generally very high. However, when the signal is highly structured, like wideband Radar signals, we can use the fact that signals do not occupy the whole spectrum and instead, there exists a parsimonious structure in the time-frequency domain. Here, we use this fact and introduce a novel low complexity sampling system, which has a recovery guarantee, assuming that received RF signals follow a particular structure. The proposed technique is inspired by the compressive sampling of sparse signals and it uses a multi-coset sampling setting, however it does not involve a computationally expensive reconstruction step. We call this here Low-Complexity Multi-Coset (LoCoMC) sampling technique. Simulation results, show that the proposed sub-Nyquist sampling technique works well in simulated ES scenarios.
机译:本文研究了用于电子支持措施(ESM)的宽带雷达信号的有效采样问题。宽带射频采样通常需要至少为信号最大频率两倍的采样速率,即奈奎斯特速率,该频率通常很高。但是,当信号像宽带雷达信号一样具有高度结构化时,我们可以利用以下事实:信号不占据整个频谱,而是在时频域中存在简约结构。在这里,我们利用这一事实,介绍一种新颖的低复杂度采样系统,假设接收到的RF信号遵循特定的结构,则该系统具有恢复保证。所提出的技术受到稀疏信号压缩采样的启发,并且使用多陪集采样设置,但是它不涉及计算上昂贵的重建步骤。我们在这里将此称为低复杂度多陪集(LoCoMC)采样技术。仿真结果表明,所提出的亚奈奎斯特采样技术在模拟ES场景中效果很好。

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