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An Azimuth Antenna Pattern Estimation Method Based on Doppler Spectrum in SAR Ocean Images.
Hui Meng1,2,3, Xiaoqing Wang4, Jinsong Chong5,6
1National Key Laboratory of Science and Technology on Microwave Imaging, Beijing 100190, China. menghui14@mails.ucas.ac.cn.
Sensors (Basel, Switzerland)
|April 4, 2018
Summary
This study introduces a new method for estimating the azimuth antenna pattern (AAP) in synthetic aperture radar (SAR) ocean images. The Doppler spectrum-based approach improves accuracy, even with low-scattering targets.
Area of Science:
- Remote Sensing
- Oceanography
- Signal Processing
Background:
- Estimating accurate azimuth antenna patterns (AAP) in synthetic aperture radar (SAR) ocean images is challenging due to low scattering.
- The absence of strong scattering targets further complicates traditional AAP estimation methods.
Purpose of the Study:
- To propose a novel method for estimating the azimuth antenna pattern (AAP) in SAR ocean images using Doppler spectrum analysis.
- To address the difficulties in AAP estimation caused by low-scattering environments in ocean remote sensing.
Main Methods:
- Re-imaging SAR raw data using an azimuth unweighted matched filter to preserve complete AAP information.
- Obtaining the AAP shape factor through linear statistics of the Doppler center and edge frequency spectrum relationship.
- Analyzing the impact of image uniformity and signal-to-noise ratio on estimation accuracy via simulation.
Main Results:
- The proposed method successfully estimates the azimuth antenna pattern (AAP) in SAR ocean images.
- Feasibility validated using ERS-2 satellite data, demonstrating good estimation results.
- Simulations confirmed the influence of image uniformity and SNR on the estimation outcomes.
Conclusions:
- The Doppler spectrum-based method provides an effective solution for AAP estimation in SAR ocean remote sensing.
- The technique is robust and applicable even in challenging low-scattering conditions.
- The study validates the practical utility of the proposed method with real-world satellite data.
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