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.
Exploitation of single-channel space-borne SAR data for ship targets imaging and motion parameters estimation / Testa, Alejandro; Pastina, Debora; Zavagli, Massimo; Santi, Fabrizio; Pratola, Chiara; Corvino, Michela. - (2023), pp. 1-5. (Intervento presentato al convegno 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, ICASSPW 2023 tenutosi a Rhodes Island; Greece) [10.1109/ICASSPW59220.2023.10193026].
Exploitation of single-channel space-borne SAR data for ship targets imaging and motion parameters estimation
Alejandro Testa
;Debora Pastina;Massimo Zavagli;Fabrizio Santi;
2023
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.File | Dimensione | Formato | |
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