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 …

Hybrid matching pursuit for distributed through-wall radar imaging

G Li, RJ Burkholder - IEEE Transactions on Antennas and …, 2015 - ieeexplore.ieee.org
In this paper, we consider the problem of throughwall radar imaging (TWRI) with an antenna
array and develop a distributed greedy algorithm named hybrid matching pursuit (HMP). By …

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 …

A sparse Bayesian learning approach for through-wall radar imaging of stationary targets

VH Tang, SL Phung, FHC Tivive… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Through-the-wall radar (TWR) imaging is an emerging technology that enables detection
and localization of targets behind walls. In practical operations, TWR sensing faces several …

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 …

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 …

Multi-polarization through-the-wall radar imaging using joint Bayesian compressed sensing

A Bouzerdoum, FHC Tivive… - 2014 19th International …, 2014 - ieeexplore.ieee.org
This paper presents a new image formation method for multi-polarization through-the-wall
radar imaging. The proposed method combines wall clutter mitigation and scene …

Compressive sensing for multipolarization through-the-wall radar imaging

A Bouzerdoum, J Yang, FHC Tivive… - … Sensing for Urban …, 2014 - api.taylorfrancis.com
Discrimination of targets can be improved significantly by analyzing the polarization of
scattered electromagnetic waves. In radar imaging, the target image can be enhanced by …

Enhanced through-the-wall radar imaging using Bayesian compressive sensing

VH Tang, A Bouzerdoum, SL Phung… - Compressive …, 2013 - spiedigitallibrary.org
In this paper, a distributed compressive sensing (CS) model is proposed to recover missing
data samples along the temporal frequency domain for through-the-wall radar imaging …