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Spaceborne Sparse SAR Imaging Mode Design: From Theory to Implementation.

Yufan Song1,2, Hui Bi1,2, Fuxuan Cai1,2

  • 1College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China.

Sensors (Basel, Switzerland)
|July 12, 2025
PubMed
Summary
This summary is machine-generated.

Sparse SAR imaging modes enhance swath coverage and image quality by reducing pulse repetition rate, addressing data challenges in modern spaceborne radar systems.

Keywords:
beam positionmode designsparse SAR imagingsynthetic aperture radar (SAR)

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Area of Science:

  • Remote Sensing
  • Signal Processing

Background:

  • Spaceborne Synthetic Aperture Radar (SAR) systems face trade-offs between resolution and swath coverage.
  • High-resolution wide-swath imaging presents challenges in data acquisition, storage, and transmission.
  • Sparse signal processing offers potential solutions for improving SAR system performance.

Purpose of the Study:

  • To systematically introduce the design scheme of spaceborne sparse SAR imaging modes.
  • To analyze system performance using radar equations and designed sparse modes.
  • To present a sparse SAR imaging method for high-quality image reconstruction.

Main Methods:

  • Designing sparse mode beam positions based on traditional modes.
  • Calculating essential parameters for system performance analysis.
  • Employing a mixed-norm regularization-based sparse SAR imaging method.

Main Results:

  • Designed sparse modes achieve wider swath coverage by reducing pulse repetition rate (PRF) without hardware changes.
  • Reduced PRF significantly lowers the system data rate.
  • Mixed-norm regularization effectively solves azimuth ambiguity signal ratio (AASR) issues.

Conclusions:

  • Spaceborne sparse SAR imaging modes offer a viable solution for high-resolution wide-swath earth observation.
  • The proposed method enables wider coverage and reduced data rates while maintaining image quality.
  • Sparse SAR imaging with mixed-norm regularization overcomes limitations of traditional SAR systems.