Structured low-rank and sparse method for ISAR imaging with 2-D compressive sampling

G Xu, B Zhang, J Chen, W Hong - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
With the development of modern advanced radar, there are high demands to perform
inverse synthetic aperture radar (ISAR) imaging from sparse frequency band (SFB) and …

Jointly using low-rank and sparsity priors for sparse inverse synthetic aperture radar imaging

W Qiu, J Zhou, Q Fu - IEEE Transactions on Image Processing, 2019 - ieeexplore.ieee.org
The inverse synthetic aperture radar (ISAR) imaging technique of a moving target with
sparse sampling data has attracted wide attention due to its ability to reduce the data …

OSRanP: A novel way for radar imaging utilizing joint sparsity and low-rankness

W Pu, J Wu - IEEE Transactions on Computational Imaging, 2020 - ieeexplore.ieee.org
Synthetic aperture radar (SAR) has extensive applications in both civilian and military fields
for its ability to create high-resolution images of the ground target without being affected by …

[PDF][PDF] UWB-MIMO 穿墙雷达三维成像与运动补偿算法研究

刘新, 阎焜, 杨光耀, 叶盛波, 张群英, 方广有 - 电子与信息学报, 2020 - jeit.ac.cn
该文提出一种适用于超宽带MIMO 稀疏阵列的Kirchhoff 迁移成像和运动补偿方法.
该方法将传统Kirchhoff 积分方程引入到MIMO 阵列中, 并利用后向格林函数替代前向格林函数来 …

Through-the-wall radar imaging based on Bayesian compressive sensing exploiting multipath and target structure

Q Wu, Z Lai, MG Amin - IEEE Transactions on Computational …, 2021 - ieeexplore.ieee.org
Compressive sensing (CS) applied to through-the-wall radar imaging (TWRI) exploits the
group sparsity of a target scene in the presence of wall clutter and multipath from enclosed …

3D imaging of moving targets for ultra‐wideband MIMO through‐wall radar system

J Pan, S Ye, C Shi, K Yan, X Liu, Z Ni… - IET Radar, Sonar & …, 2021 - Wiley Online Library
Ultra‐wideband (UWB) radar is widely used in static through‐wall imaging (TWI). There are
still many imaging problems of motion through‐wall targets for complex system structure and …

Compressive radar imaging of stationary indoor targets with low-rank plus jointly sparse and total variation regularizations

VH Tang, A Bouzerdoum… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This paper addresses the problem of wall clutter mitigation and image reconstruction for
through-wall radar imaging (TWRI) of stationary targets by seeking a model that incorporates …

Toward moving target detection in through-the-wall radar imaging

FHC Tivive, A Bouzerdoum - IEEE Transactions on Geoscience …, 2020 - ieeexplore.ieee.org
With the advances in radar technology, through-the-wall radar imaging (TWRI) has become
a viable sensing modality that can allow fire-and-rescue personnel, police, and military …

Mitigation of through-wall distortions of frontal radar images using denoising autoencoders

S Vishwakarma, SS Ram - IEEE transactions on geoscience …, 2020 - ieeexplore.ieee.org
Radar images of humans and other concealed objects are considerably distorted by
attenuation, refraction, and multipath clutter in indoor through-wall environments. Although …

Clutter removal in through-the-wall radar imaging using sparse autoencoder with low-rank projection

FHC Tivive, A Bouzerdoum - IEEE transactions on geoscience …, 2020 - ieeexplore.ieee.org
Through-the-wall radar imaging is a sensing technology that can be used by first responders
to see through obscure barriers during search-and-rescue missions or deployed by law …