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Sparse target recovery performance of multi-frequency chirp waveforms

机译:多频线性调频波形的稀疏目标恢复性能

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Imaging radars employ wideband linear frequency modulation (LFM) waveforms to achieve high resolution while maintaining moderate sampling rates through restricting the target support to a known range interval and using stretch (deramp) processing. In recent work motivated by compressive sensing principles, multi-frequency extensions of the chirp waveforms were proposed to obtain randomized projections of range profiles. This paper considers the sparse target recovery problem with chirp transmit waveforms and their multi-frequency extensions. We derive the sensing matrix for multi-frequency chirp waveforms and study its coherence properties. We show that multi-frequency chirp waveforms result in sensing matrices with lower coherence between the columns resulting in improved target estimation performance compared to the standard LFM waveform.
机译:成像雷达采用宽带线性频率调制(LFM)波形来实现高分辨率,同时通过将目标支撑物限制在已知的范围间隔并使用拉伸(减量)处理来保持适度的采样率。在受压缩感测原理推动的最新工作中,提出了线性调频波形的多频扩展,以获得距离分布的随机投影。本文考虑了线性调频发射波形及其多频扩展的稀疏目标恢复问题。我们推导了多频线性调频波形的感测矩阵,并研究了其相干特性。我们显示,多频线性调频波形导致感测矩阵的列之间具有较低的相干性,与标准LFM波形相比,可提高目标估计性能。

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