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Short‐range SAR imaging with a fast adaptive plug‐and‐play ADMM‐based approach.

Authors :
Pham, The Hien
Hong, Ic Pyo
Source :
Electronics Letters (Wiley-Blackwell). Feb2024, Vol. 60 Issue 3, p1-4. 4p.
Publication Year :
2024

Abstract

This study presents a method for short‐range synthetic aperture radar (SAR) imaging employing a fast adaptive plug‐and‐play framework based on the alternating direction method of multipliers (ADMM). The proposed approach capitalizes on the advanced ADMM‐based image‐solving model to enhance the efficiency of SAR image reconstruction. By integrating adaptive parameter tuning with a plug‐and‐play strategy, the algorithm dynamically adjusts regularization parameters, resulting in enhanced convergence and superior image quality. The methodology exploits the inherent flexibility and speed of the ADMM algorithm, offering a computationally efficient solution tailored for short‐range SAR imaging applications. Experimental results demonstrate the effectiveness of the proposed approach in achieving high‐quality SAR reconstructions while accommodating variations in scene complexity and noise levels. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00135194
Volume :
60
Issue :
3
Database :
Academic Search Index
Journal :
Electronics Letters (Wiley-Blackwell)
Publication Type :
Academic Journal
Accession number :
175446108
Full Text :
https://doi.org/10.1049/ell2.13101