Compressed sensing‐based imaging of millimeter‐wave ISAR data
High‐resolution radar imaging requires wide bandwidths and highly dense samplings of
both time/frequency and spatial domains. However, the rapidly developing field 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
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 …
sparse signal can be achieved from very limited samples. For inversed synthetic aperture …
Compressive sensing‐based inverse synthetic radar imaging imaging from incomplete data
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 …
and its capability to construct reliable radar images from a limited set of measurements …
High-resolution ISAR imaging with sparse stepped-frequency waveforms
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 …
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 …
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 …
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 …
radar (SAR) imaging applications, there is increasing interest in utilizing compressive …
Coarse-to-fine estimation: Compressive sensing for high-resolution inverse SAR imaging
Compressive sensing (CS) enables imaging with less data, assuming sparsity in certain
domains. We proposed a groundbreaking coarse-to-fine (CTF) estimation method that …
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 …
(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 …
aperture radar (SAR) imaging, aimed at achieving high-resolution imaging. Traditional …