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 …

Radar imaging of stationary indoor targets using joint low-rank and sparsity constraints

VH Tang, A Bouzerdoum, SL Phung… - … on Acoustics, Speech …, 2016 - ieeexplore.ieee.org
This paper introduces a joint low-rank and sparsity-based model to address the problem of
wall-clutter mitigation in compressed through-the-wall radar imaging. The proposed model is …

Indoor scene reconstruction for through-the-wall radar imaging using low-rank and sparsity constraints

VH Tang, A Bouzerdoum, SL Phung… - 2016 IEEE Radar …, 2016 - ieeexplore.ieee.org
This paper addresses the problem of indoor scene reconstruction in compressed sensing
through-the-wall radar imaging. The proposed method is motivated by two observations that …

Multipath exploitation in through-the-wall radar imaging using sparse reconstruction

M Leigsnering, F Ahmad, M Amin… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Multipath exploitation and compressive sensing (CS) have both been applied independently
to through-the-wall radar imaging (TWRI). Fast and efficient data acquisition is desired in …

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 …

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 multipath exploitation for stationary and moving indoor target localization

M Leigsnering, F Ahmad, MG Amin… - IEEE Journal of …, 2015 - ieeexplore.ieee.org
Compressive sensing (CS)-based multipath exploitation has been successfully applied to
stationary indoor scenes in through-the-wall radar imaging (TWRI). The benefits of using …

Compressive sensing for through-the-wall radar imaging

MG Amin, F Ahmad - Journal of Electronic Imaging, 2013 - spiedigitallibrary.org
Through-the-wall radar imaging (TWRI) is emerging as a viable technology for providing
high-quality imagery of enclosed structures. TWRI makes use of electromagnetic waves to …

Enhanced wall clutter mitigation for compressed through-the-wall radar imaging using joint Bayesian sparse signal recovery

VH Tang, A Bouzerdoum, SL Phung… - … on Acoustics, Speech …, 2014 - ieeexplore.ieee.org
This paper addresses the problem of wall clutter mitigation in compressed sensing through-
the-wall radar imaging, where a different set of frequencies is sensed at different antenna …

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 …