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Compressive sensing for high resolution profiles with enhanced Doppler performance

机译:具有增强多普勒性能的高分辨率型材的压缩感测

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In this paper we demonstrate how Compressive Sensing (CS) can be used in pulse-Doppler radars to improve the Doppler performance while preserving range resolution. We investigate here two types of stepped frequency waveforms, the coherent frequency bursts and successive frequency ramps, which can be used for high resolution range profiling. Compared to more conventional chirps, the advantage of these waveforms would be a reduction in the receiver instantaneous bandwidth. If the Doppler performance of these waveforms can be improved, they could be used for detection and classification of respectively fast and slow moving targets. We demonstrate that applying CS in range by reducing the number of transmitted frequencies results in an increase in either Doppler resolution or Doppler unambiguous domain. Furthermore, the Doppler improvement is proportional to the range compression factor.
机译:在本文中,我们展示了如何在脉冲多普勒雷达中使用压缩感(CS),以改善多普勒的性能,同时保持范围分辨率。我们在这里调查两种类型的阶梯频率波形,相干频率突发和连续频率斜坡,可用于高分辨率范围分析。与更传统的啁啾相比,这些波形的优点将是接收器瞬时带宽的减少。如果可以提高这些波形的多普勒性能,它们可用于分别快速和缓慢移动目标的检测和分类。我们证明通过减少传输频率的数量来应用CS范围导致多普勒分辨率或多普勒明确域的增加导致多普勒分辨率的增加。此外,多普勒改善与范围压缩因子成比例。

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