Focused SAR Image Formation of Moving Targets Based on Doppler Parameter Estimation

被引:67
|
作者
Noviello, Carlo [1 ,2 ]
Fornaro, Gianfranco [1 ]
Martorella, Marco [3 ]
机构
[1] CNR, Inst Electromagnet Sensing Environm, I-80124 Naples, Italy
[2] Univ Naples Federico II, I-80138 Naples, Italy
[3] Univ Pisa, Dept Ingn Informaz, I-56122 Pisa, Italy
来源
关键词
Doppler centroid; Doppler parameters estimation algorithm; Doppler rate; image-contrast-based technique (ICBT); inverse synthetic aperture radar (ISAR); synthetic aperture radar (SAR); ALGORITHM;
D O I
10.1109/TGRS.2014.2377293
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
This paper addresses the problem of focusing moving targets in synthetic aperture radar (SAR) images. This task is solved here by using an inverse SAR (ISAR) technique. The ISAR technique performs an autofocus procedure by implementing exhaustive search algorithms, which are improved by classical convex optimization, of functions based on image contrast or entropy. In this paper, we discuss the possibility to perform an autofocus ISAR technique by exploiting the estimation of the target Doppler parameters, namely the Doppler centroid and the Doppler rate, which are related to the target motion parameters. The present algorithm is based on the reuse of efficient autofocus approaches that are classically used in direct SAR imaging. The effectiveness of the proposed method is tested on COSMO-SkyMed Spotlight SAR data of maritime targets. Furthermore, the proposed Doppler parameter estimation algorithm is compared with a well-known ISAR technique, namely the image-contrast-based technique.
引用
收藏
页码:3460 / 3470
页数:11
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