A. Testa, D. Pastina, M. Zavagli, F. Santi, C. Pratola, M. Corvino
{"title":"Exploitation Of Single-Channel Space-Borne SAR Data for Ship Targets Imaging and Motion Parameters Estimation","authors":"A. Testa, D. Pastina, M. Zavagli, F. Santi, C. Pratola, M. Corvino","doi":"10.1109/ICASSPW59220.2023.10193026","DOIUrl":null,"url":null,"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.","PeriodicalId":158726,"journal":{"name":"2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","volume":"89 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICASSPW59220.2023.10193026","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
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.