Compressed sensing‐based imaging of millimeter‐wave ISAR data

S Demirci, C Ozdemir - Microwave and Optical Technology …, 2013 - Wiley Online Library
High‐resolution radar imaging requires wide bandwidths and highly dense samplings of
both time/frequency and spatial domains. However, the rapidly developing field of …

Resolution enhancement for inversed synthetic aperture radar imaging under low SNR via improved compressive sensing

L Zhang, M Xing, CW Qiu, J Li, J Sheng… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
The theory of compressed sampling (CS) indicates that exact recovery of an unknown
sparse signal can be achieved from very limited samples. For inversed synthetic aperture …

Compressive sensing‐based inverse synthetic radar imaging imaging from incomplete data

S Tomei, A Bacci, E Giusti… - IET Radar, Sonar & …, 2016 - Wiley Online Library
The applicability of compressive sensing (CS) to radar imaging has been recently proven
and its capability to construct reliable radar images from a limited set of measurements …

High-resolution ISAR imaging with sparse stepped-frequency waveforms

L Zhang, Z Qiao, M Xing, Y Li… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
From the theory of compressive sensing (CS), we know that the exact recovery of an
unknown sparse signal can be achieved from limited measurements by solving a sparsity …

Bayesian compressive sensing in synthetic aperture radar imaging

J Xu, Y Pi, Z Cao - IET Radar, Sonar & Navigation, 2012 - IET
To achieve high-resolution two dimension images, synthetic aperture radar (SAR) with ultra
wide-band faces considerably technical challenges such as long data collection time, huge …

A novel strategy for inverse synthetic aperture radar imaging based on improved compressive sensing

X Ren, L Qiao - IEEJ Transactions on Electrical and Electronic …, 2016 - Wiley Online Library
In actual applications of inverse synthetic aperture radar (ISAR), continuous measurements
may be impossible or the collection of data during some periods are not valid in a long …

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 …

Coarse-to-fine estimation: Compressive sensing for high-resolution inverse SAR imaging

MA Iqbal, MH Conde, A Anghel… - EUSAR 2024; 15th …, 2024 - ieeexplore.ieee.org
Compressive sensing (CS) enables imaging with less data, assuming sparsity in certain
domains. We proposed a groundbreaking coarse-to-fine (CTF) estimation method that …

Compressed sensing for millimeter-wave ground based SAR/ISAR imaging

E Yiğit - Journal of Infrared, Millimeter, and Terahertz Waves, 2014 - Springer
Millimeter-wave (MMW) ground based (GB) synthetic aperture radar (SAR) and inverse SAR
(ISAR) imaging are the powerful tools for the detection of foreign object debris (FOD) and …

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 …