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Refocusing of Rotating Ships in Spaceborne SAR Imagery Based on NLCS Principle | IEEE Journals & Magazine | IEEE Xplore

Refocusing of Rotating Ships in Spaceborne SAR Imagery Based on NLCS Principle


Abstract:

Rotating ships usually suffer from complicated defocusing in high-resolution spaceborne synthetic aperture radar (SAR) imagery due to the nonuniform motions, which severe...Show More

Abstract:

Rotating ships usually suffer from complicated defocusing in high-resolution spaceborne synthetic aperture radar (SAR) imagery due to the nonuniform motions, which severely restricts the classification and interpretation of ships in SAR applications. In this article, a novel refocusing method is proposed to improve the imaging quality of rotating ships by postprocessing SAR imagery. We first attempt to utilize the nonlinear chirp scaling (NLCS) principle to correct space-variant phase errors induced by target rotations. Specifically, an azimuth inverse compression approach without zero-padding operation is designed to recover the azimuth frequency modulation (FM) of the target image data. Then, a modified NLCS operation is derived for space-variant phase error correction by introducing a high-order perturbation function. An objective function based on image quality is also constructed to estimate the optimal perturbation parameters. Finally, simulated data and real spaceborne SAR data are processed to demonstrate the good performance of the proposed method in comparison with other state-of-the-art techniques.
Article Sequence Number: 5207015
Date of Publication: 04 March 2024

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