TPSSI-Net: Fast and enhanced two-path iterative network for 3D SAR sparse imaging

M Wang, S Wei, J Liang, Z Zhou, Q Qu… - … on Image Processing, 2021 - ieeexplore.ieee.org
The emerging field of combining compressed sensing (CS) and three-dimensional synthetic
aperture radar (3D SAR) imaging has shown significant potential to reduce sampling rate …

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 …

[PDF][PDF] Analysis of clutter reduction techniques for through wall imaging in UWB range

PK Verma, AN Gaikwad, D Singh… - Progress In …, 2009 - researchgate.net
Nowadays, through wall imaging (TWI) is an emerging topic of research in which one of the
most important tasks is to minimize the clutter through which detection accuracy can be …

ISAR image resolution enhancement: Compressive sensing versus state-of-the-art super-resolution techniques

E Giusti, D Cataldo, A Bacci, S Tomei… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The applicability of compressive sensing (CS) to inverse synthetic aperture radar (ISAR)
imagery has been widely discussed over the past few years. In particular, CS-based ISAR …

ISAR imaging of high-speed maneuvering target using gapped stepped-frequency waveform and compressive sensing

MS Kang, SJ Lee, SH Lee… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In the case of a stepped-frequency waveform (SFW) inverse synthetic aperture radar (ISAR)
system, the translational motion (TM) of a target can be usually divided into two parts: 1) …

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 …

Ground moving target imaging based on compressive sensing framework with single-channel SAR

MS Kang, KT Kim - IEEE Sensors Journal, 2019 - ieeexplore.ieee.org
Ground moving target imaging (GMTIm) is considered one of the most important applications
of synthetic aperture radar (SAR). Phase modulation from a moving target's higher-order …

A fast ISAR tomography technique for fully polarimetric 3-D imaging of man-made targets

K Wu, X Xu - IEEE Transactions on Geoscience and Remote …, 2021 - ieeexplore.ieee.org
The 3-D inverse synthetic aperture radar (ISAR) tomography is an enabling technique for
applications such as the exact diagnosis of scattering mechanisms for complex targets …

[HTML][HTML] Resolution enhancement for ISAR imaging via improved statistical compressive sensing

L Zhang, H Wang, Z Qiao - EURASIP Journal on Advances in Signal …, 2016 - Springer
Developing compressed sensing (CS) theory reveals that optimal reconstruction of an
unknown signal can be achieved from very limited observations by utilizing signal sparsity …

Superresolution radar imaging via peak search and compressed sensing

K Wu, W Cui, X Xu - IEEE Geoscience and Remote Sensing …, 2022 - ieeexplore.ieee.org
Compressed sensing (CS)-based imaging technique is considered to be an effective
solution for high-resolution radar imaging due to the sparse distribution of the scatterers …