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-sensing-based high-resolution polarimetric through-the-wall radar imaging exploiting target characteristics

Q Wu, YD Zhang, F Ahmad… - IEEE Antennas and …, 2014 - ieeexplore.ieee.org
In this letter, we consider high-resolution through-the-wall radar imaging (TWRI) using
compressive sensing (CS) techniques that exploit the target and sensing characteristics …

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 …

Two-level block matching pursuit for polarimetric through-wall radar imaging

X Wang, G Li, Y Liu, MG Amin - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In this paper, we propose a two-level block matching pursuit (TLBMP) algorithm based on a
probabilistic graph model for polarimetric through-wall radar imaging (TWRI). In typical L …

Cluster Adaptive Matching Pursuit for Multipolarization Through-Wall Radar Imaging

A Wang, C Chen, W Chen - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Among various types of sensors, through-wall radar is a promising sensor that can penetrate
obstacles and sense the targets behind them. In this article, by exploiting the common …

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 …

DOA estimation of nonparametric spreading spatial spectrum based on Bayesian compressive sensing exploiting intra-task dependency

S Qin, Q Wu, YD Zhang… - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
For spatially distributed targets encountered in radar and sonar applications, direct
application of subspace-based methods usually do not lead to an accurate estimation of the …

Group Sparse Basis Pursuit Denoising Reconstruction Algorithm for Polarimetric Through‐the‐Wall Radar Imaging

L Qu, S An, T Yang, Y Sun - International Journal of Antennas …, 2018 - Wiley Online Library
Polarimetric through‐the‐wall radar imaging (TWRI) system has the enhancing performance
in the detection, imaging, and classification of concealed targets behind the wall. We …

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 …

Radar stationary and moving indoor target localization with low-rank and sparse regularizations

VH Tang, A Bouzerdoum… - ICASSP 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
This paper proposes a low-rank and sparse regularized optimization model to address the
problem of wall clutter mitigation, stationary, and moving target indications using through …