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Gradient Vector Flow Snake for Airborne Pulsed Doppler Radar Clutter Tracking

机译:机载脉冲多普勒雷达杂波跟踪的梯度矢量流蛇

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For an airborne lookdown pulsed doppler (PD) radar, clutter power often changes dynamically about 80dB with wide clutter distribution in range and doppler as the platform moves. Therefore, the clutter tracking techniques are required to guide the selection of const false alarm rate (CFAR) schemes. The aim of this work is exploring the possibility of tracking clutters using image segmentation algorithms and employing gradient vector flow snake (GVF-Snake) for clutter tracking. Characteristics of the PD radar clutter and behaviors of the GVF-Snake are covered after brief introduction, followed by demonstrations and analyses on tracking results. After the studies on tracking from different types of clutters, including simulated and real ones acquired from airborne radar, conclusions on the GVFSnake tracking algorithm are given.
机译:对于机载下垂式脉冲多普勒(PD)雷达,随着平台的移动,杂波功率通常会动态变化约80dB,且范围和多普勒分布较宽。因此,需要使用杂波跟踪技术来指导常量虚警率(CFAR)方案的选择。这项工作的目的是探索使用图像分割算法跟踪杂波的可能性以及使用梯度矢量流蛇(GVF-Snake)进行杂波跟踪的可能性。简要介绍PD雷达杂波的特性和GVF-Snake的行为,然后进行演示和跟踪结果分析。在研究了从机载雷达获取的各种类型的杂波(包括模拟杂波和真实杂波)的跟踪之后,给出了GVFSnake跟踪算法的结论。

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