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Modified Time-Domain Backprojection Algorithm for SAR Frequency-Domain Autofocus
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DOI：10.1109/TGRS.2025.3547912.png)
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Abstract
En 中文
The backprojection (BP) algorithm is a precise time-domain technique in synthetic aperture radar (SAR) imaging, known for its robustness in scenarios where frequency-domain algorithms struggle, such as nonlinear flight paths, high-resolution demands, or large imaging swaths. However, the unknown spectral structures of BP images pose significant challenges for frequency-domain autofocus algorithms, including phase gradient autofocus (PGA). This article introduces a novel interpretation of the BP algorithm, and then compares the image spectra between BP and the polar format algorithm (PFA). Our findings indicate that BP image's spectrum suffers from severe range ambiguity and spectral misalignment, which is the key reason why BP images cannot be directly applied to PGA. To address these issues, we first improve the postprocessing method, and then propose a modified BP algorithm. Both the approaches reconstruct the signal spectrum, thereby facilitating the direct application of PGA. Compared with the postprocessing method, the proposed algorithm is more efficient. Simulation and real data experiments validate the feasibility and efficacy of the proposed method, demonstrating the proposed algorithm's suitability for autofocusing in the frequency domain.
Keywords:
Radar imaging
Electronics packaging
Frequency-domain analysis
Imaging
History
Signal processing algorithms
Fourier transforms
Radar polarimetry
Azimuth
Synthetic aperture radar
Backprojection (BP)
frequency-domain autofocus
spectrum analysis
synthetic aperture radar (SAR)
Journal
IF:
8.6
Papers:
2.1W
Citations:
10.7W