Exploitation Of Single-Channel Space-Borne SAR Data for Ship Targets Imaging and Motion Parameters Estimation

A. Testa, D. Pastina, M. Zavagli, F. Santi, C. Pratola, M. Corvino
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Abstract

Nowadays, space-borne Synthetic Aperture Radar (SAR) systems can provide images with very high-resolution, representing a formidable tool for maritime surveillance applications. Nevertheless, ship targets usually appear defocused in level-1 SAR images, due to their motion. Ship target refocusing can be achieved via Inverse SAR (ISAR) techniques, and a number of autofocus approaches have been proposed and tested in the past. However, the estimation of the full ship’s dynamic (translation and rotation), is a strategic information, also providing the possibility to scale the images in the uniform range-cross-range plane. In this work, the effectiveness of suitable single-channel ISAR techniques at estimating the ship velocity and at correctly scaling the images is assessed by means of Cosmo-SkyMed (CSK) data exploiting the Automatic Identification System (AIS) information as the reference ground truth.
单通道星载SAR数据在舰船目标成像和运动参数估计中的应用
如今,星载合成孔径雷达(SAR)系统可以提供非常高分辨率的图像,代表了海上监视应用的强大工具。然而,由于舰船目标的运动,舰船目标通常在一级SAR图像中出现散焦。舰船目标再聚焦可以通过逆SAR (ISAR)技术实现,过去已经提出了许多自动聚焦方法并进行了测试。然而,全船动态(平移和旋转)的估计是一种战略信息,也提供了在均匀距离-跨距离平面上缩放图像的可能性。在这项工作中,通过Cosmo-SkyMed (CSK)数据利用自动识别系统(AIS)信息作为参考地面真相,评估了合适的单通道ISAR技术在估计船舶速度和正确缩放图像方面的有效性。
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