Compressive Sensing Framework for Synthetic Aperture Radar Imaging using OMP Algorithm
Imaging a target or scene is one of the most important applications of Synthetic Aperture
Radar (SAR). There are many numbers of algorithms to generate SAR images but …
Radar (SAR). There are many numbers of algorithms to generate SAR images but …
Compressive sensing based high-resolution millimeter-wave SAR imaging at low SNR
LSL Sowjanya, KK Puli - Signal, Image and Video Processing, 2025 - Springer
This paper presents a novel Compressive Sensing (CS) algorithm for Synthetic Aperture
Radar (SAR) imaging, designed to overcome the resolution limitations found in conventional …
Radar (SAR) imaging, designed to overcome the resolution limitations found in conventional …
High Resolution FMCW SAR Imaging Based on Compressive Sensing Framework
LSL Sowjanya, L Nagaraju… - 2023 Signal Processing …, 2023 - ieeexplore.ieee.org
This paper presents an innovative Compressive Sensing (CS) based algorithm for synthetic
aperture radar (SAR) imaging, aimed at achieving high-resolution imaging. Traditional …
aperture radar (SAR) imaging, aimed at achieving high-resolution imaging. Traditional …
A novel block compressive sensing algorithm for SAR image formation
R Pournaghshband, M Modarres-Hashemi - Signal Processing, 2023 - Elsevier
Compressive Sensing (CS) theory has been used for Synthetic Aperture Radar (SAR)
imaging due to the sparsity feature of SAR images. Therefore, some well-known CS …
imaging due to the sparsity feature of SAR images. Therefore, some well-known CS …
SAR imaging of dominant scatterers using cascading StOMP
Z Liu, G Li, H Zhang, X Wang - Proceedings of 2011 IEEE CIE …, 2011 - ieeexplore.ieee.org
We propose an algorithm for synthetic aperture radar (SAR) imaging of dominant scatterers
based on the theory of Compressive Sensing (CS). The SAR raw data is randomly sampled …
based on the theory of Compressive Sensing (CS). The SAR raw data is randomly sampled …
Imaging enhancement of stepped frequency radar using the sparse reconstruction technique
B Pang, D Dai, S Xing, Y Li, X Wang - Progress In Electromagnetics …, 2013 - jpier.org
Based on the observation that sparsity assumption is well satisfied in the synthetic aperture
radar (SAR) imaging applications, there is increasing interest in utilizing compressive …
radar (SAR) imaging applications, there is increasing interest in utilizing compressive …
[PDF][PDF] A Framework of Synthetic Aperture Radar Imaging Based on Iterative Reweighted Compressed Sensing
Synthetic aperture radar system has an ability to generate high resolution image data. It
requires high rate data acquisition, huge data storage, high power consumption and high …
requires high rate data acquisition, huge data storage, high power consumption and high …
A 1-bit compressive sensing approach for SAR imaging based on approximated observation
C Zhou, F Liu, B Li, J Hu, Y Lv - … International Conference on …, 2016 - spiedigitallibrary.org
Compressive sensing (CS) theory has achieved significant success in the field of synthetic
aperture radar (SAR) imaging. Recent studies have shown that SAR imaging for sparse …
aperture radar (SAR) imaging. Recent studies have shown that SAR imaging for sparse …
Data acquisition and processing of parallel frequency SAR based on compressive sensing
Y You, H Xu, CS Li, L Zhang - Progress In Electromagnetics Research, 2013 - jpier.org
Traditional synthetic aperture radar (SAR) utilizes Shannon-Nyquist theorem for high
bandwidth signal sampling, which induces the complicated system, and it is difficult to …
bandwidth signal sampling, which induces the complicated system, and it is difficult to …
A novel SAR imaging processing algorithm based on compressive sensing
Q Meng, C Li, H Xu - 2011 3rd International Asia-Pacific …, 2011 - ieeexplore.ieee.org
Synthetic aperture radar (SAR) is a remote sensing system producing images with high
resolution. It is not influenced by time and weather. As the increase of resolution and …
resolution. It is not influenced by time and weather. As the increase of resolution and …