Airborne Radar Imaging of Single Moving Ship via GQPSO and Gabor Wavelet Transform

Airborne radar imaging is crucial for monitoring moving ships in maritime surveillance. However, the complex translational and rotational motions of ships severely degrade radar image quality. This paper proposes an efficient imaging algorithm for single-target moving ship combining Gaussian Quantum Particle Swarm Optimization (GQPSO) and Gabor wavelet transform for translational and rotational compensation, respectively. For translational compensation, GQPSO is used to estimate motion parameters based on a minimum entropy cost function, ensuring high precision while significantly reducing computational complexity. Subsequently, the Gabor wavelet transform is applied to further optimize the image using its excellent time-frequency analysis capability for rotational motion compensation. Simulation results demonstrate that the proposed algorithm effectively improves the clarity of moving ship images.

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Publication Details

Published
2025-06-27
DOI
https://doi.org/10.1109/crsit66101.2025.11141616
Primary Topic
Advanced SAR Imaging Techniques
Type
article
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article

Airborne Radar Imaging of Single Moving Ship via GQPSO and Gabor Wavelet Transform

Zhenyu Li, Yongqi Zhang
Advanced SAR Imaging Techniques
article

Airborne Radar Imaging of Single Moving Ship via GQPSO and Gabor Wavelet Transform

Zhenyu Li, Yongqi Zhang
article en

Abstract

Airborne radar imaging is crucial for monitoring moving ships in maritime surveillance. However, the complex translational and rotational motions of ships severely degrade radar image quality. This paper proposes an efficient imaging algorithm for single-target moving ship combining Gaussian Quantum Particle Swarm Optimization (GQPSO) and Gabor wavelet transform for translational and rotational compensation, respectively. For translational compensation, GQPSO is used to estimate motion parameters based on a minimum entropy cost function, ensuring high precision while significantly reducing computational complexity. Subsequently, the Gabor wavelet transform is applied to further optimize the image using its excellent time-frequency analysis capability for rotational motion compensation. Simulation results demonstrate that the proposed algorithm effectively improves the clarity of moving ship images.

Institute of Electronics (CN)
Openalex Percentile: Top 68%
Advanced SAR Imaging Techniques
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Airborne Radar Imaging of Single Moving Ship via GQPSO and Gabor Wavelet Transform — Zhenyu Li, Yongqi Zhang · (2025) | TGRS Research Map | TGRS