Multipolarization through-wall radar imaging using low-rank and jointly-sparse representations

VH Tang, A Bouzerdoum… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Compressed sensing techniques have been applied to through-the-wall radar imaging
(TWRI) and multipolarization TWRI for fast data acquisition and enhanced target localization …

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 …

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 …

Improved clutter removal by robust principal component analysis for chaos through-wall imaging radar

L Liu, Q Chen, Y Han, H Xu, J Li, B Wang - Electronics, 2019 - mdpi.com
Chaos through-wall imaging radar has attracted wide attention due to its inherent low
probability of detection/interception, strong anti-jamming, and high resolution. However, the …

Through the wall scene reconstruction using low rank and total variation

FHC Tivive, A Bouzerdoum - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In through-the-wall radar imaging, wall clutter mitigation and image formation are often
solved separately, resulting in a suboptimal solution. This paper presents a scene …

A low-rank and jointly-sparse approach for multipolarization through-wall radar imaging

A Bouzerdoum, VH Tang… - 2017 IEEE Radar …, 2017 - ieeexplore.ieee.org
This paper presents a low-rank and jointly-sparse approach for imaging stationary targets
using multipolarization through-wall radar (TWR). The proposed approach exploits two …

Deep unfolding of iteratively reweighted ADMM for wireless RF sensing

USKP Miriya Thanthrige, P Jung, A Sezgin - Sensors, 2022 - mdpi.com
We address the detection of material defects, which are inside a layered material structure
using compressive sensing-based multiple-input and multiple-output (MIMO) wireless radar …

Variational Bayesian compressive multipolarization indoor Radar imaging

VH Tang, A Bouzerdoum… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This article introduces a probabilistic Bayesian model for addressing the problem of
compressive multipolarization through-wall radar imaging (TWRI). The proposed approach …

A matrix completion approach for wall-clutter mitigation in compressive radar imaging of indoor targets

T Van Ha, A Bouterdoum… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
This paper presents a low-rank matrix completion approach to tackle the problem of wall
clutter mitigation for through-wall radar imaging in the compressive sensing context. In …