Detection of slow and fast moving targets using hybrid CD-DMTF SAR GMTI mode

T. Sjogren, V. Vu
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引用次数: 5

Abstract

TerraSAR-X and TanDEM-X has since 2014 been flying in the monostatic pursuit mode. This mode consists of a formation flying with the satellites having identic orbit, but with a displacement in along-track of a distance corresponding to 10 s delay. Such formation gives e.g. the ability to detect movements of very slow targets or targets standing still and moving between measurements. Depending on the integration time for each satellite and the time separation between the satellites, the clutter may behave as stationary or non-stationary. This allows for the possibility to apply either coherent or incoherent change detection algorithms. As has been proved earlier, the potential of coherent change detection has very good abilities but has proven difficult to obtain on X-band. In the case of very high resolution SAR, there will also be a target smearing effect due to the target movement within the coherent processing interval (CPI). The target defocusing effect may also be used for detection of moving targets in the scene using the so-called Detection of Moving Targets by Focusing (DMTF) technique. This is since an estimate or hypothesis test for target movements can be used to reprocess the SAR image and obtain a Signal-To-Clutter-Noise (SCNR) gain, thus increase chances for moving target detection. Therefore, a combination of DMTF and change detection over short times is promising. As such, this paper investigates the potential of the monostatic pursuit mode for GMTI.
基于CD-DMTF混合SAR GMTI模式的慢速和快速运动目标检测
自2014年以来,TerraSAR-X和TanDEM-X一直以单站追踪模式飞行。这种模式是由具有相同轨道的卫星组成的编队飞行,但沿轨道的位移距离对应于10秒的延迟。这样的形成提供了探测非常缓慢的目标或静止不动的目标在测量之间移动的能力。根据每颗卫星的积分时间和卫星间的时间间隔,杂波可以表现为平稳或非平稳。这允许应用连贯或不连贯的变化检测算法的可能性。正如前面所证明的那样,相干变化检测的潜力具有非常好的能力,但在x波段上很难获得。在非常高分辨率的SAR情况下,由于目标在相干处理间隔(CPI)内的运动,也会出现目标涂抹效应。目标散焦效果也可用于检测场景中的运动目标,使用所谓的通过聚焦检测运动目标(DMTF)技术。这是因为目标运动的估计或假设检验可用于重新处理SAR图像并获得信号对杂波噪声(SCNR)增益,从而增加移动目标检测的机会。因此,结合DMTF和短时间内的变化检测是有希望的。因此,本文探讨了GMTI单静态追踪模式的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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