Evaluating compressive sensing algorithms in through-the-wall radar via F1-score

AA AlBeladi, AH Muqaibel - International Journal of Signal …, 2018 - inderscienceonline.com
To achieve high resolution through-the-wall radar imaging (TWRI), long wideband antenna
arrays need to be considered, thus resulting in massive amounts of data. Compressive …

Look-ahead hybrid matching pursuit for multipolarization through-wall radar imaging

X Wang, G Li, Q Wan… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In this paper, we propose a novel greedy algorithm referred to as look-ahead hybrid
matching pursuit (LAHMP) for multipolarization through-wall radar imaging (TWRI). From 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 …

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 …

Wall clutter mitigation for radar imaging of indoor targets: A matrix completion approach

VH Tang, A Bouzerdoum… - 2017 21st Asia Pacific …, 2017 - 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 …

Multipath Exploitation in Through-Wall Radar Imaging Using Sparsity-Driven Detection

AA Albeladi - 2015 - search.proquest.com
To achieve a high resolution Through-the-Wall Radar Image (TWRI), massive amounts of
data is acquired. Compressive Sensing (CS) techniques resolve this issue by allowing …

Joint low-rank and sparse based image reconstruction for through-the-wall radar imaging

FHC Tivive, A Bouzerdoum - 2017 IEEE 7th International …, 2017 - ieeexplore.ieee.org
Through-the-wall radar uses electromagnetic waves to detect and discern targets behind
opaque obstacles, such as doors and walls. Wall clutter mitigation and scene reconstruction …

Mimo Radar Through the Wall Imaging Techniques

ET Gebhardt - 2017 - etda.libraries.psu.edu
There is a compelling need to both detect and localize targets through barriers. The ability to
do this is advantageous for police, military, and search and rescue teams. Radar systems …

Wall clutter mitigation using HOSVD in through-the-wall radar imaging with compressed sensing

A Bouzerdoum, FHC Tivive - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
This paper addresses the problem of wall clutter mitigation in through-the-wall radar imaging
using compressed sensing. In the proposed method, the radar signals are recovered using a …