Efficient Near-Field Radar Microwave Imaging Based on Joint Constraints of Low-Rank and Structured Sparsity at Low SNR

S Song, Y Dai, Y Song, T Jin - IEEE Transactions on Microwave …, 2024 - ieeexplore.ieee.org
With the continuous development of near-field radar microwave imaging technology, low-
rank or compressed sensing (CS) methods have shown great potential in solving high …

Superresolution composite SAR imaging method by hierarchical pattern with attributed scattering priors

Y Yang, S Gui, Q Wan - IEEE Transactions on Instrumentation …, 2022 - ieeexplore.ieee.org
Compared with the ideal point scattering model, the attributed scattering center (ASC) model
provides concise and physically relevant description of the man-made targets, such as the …

Polarimetric inverse scattering using LSTM-aided association-learning sparse reconstruction framework

Y Yang, Q Zhao, Q Wan - Signal Processing, 2024 - Elsevier
Conventional polarimetric inverse scattering is under the assumption of joint sparsity of
different polarization channels. However, in practical situation, there are strong correlations …

Widely distributed radar imaging: unmediated ADMM based approach

A Murtada, R Hu, BSMR Rao… - IEEE Journal of Selected …, 2022 - ieeexplore.ieee.org
This paper presents a novel approach to reconstruct a unique image of an observed scene
via synthetic apertures (SA) generated by employing widely distributed radar sensors. The …

Widely-distributed radar imaging based on consensus ADMM

R Hu, BSMR Rao, A Murtada… - 2021 IEEE Radar …, 2021 - ieeexplore.ieee.org
A widely-distributed radar system is a promising architecture to enhance imaging
performance. However, most existing algorithms rely on isotropic scattering assumption …

Sparse representation of complex-valued fMRI data based on spatiotemporal concatenation of real and imaginary parts

CY Zhang, QH Lin, LD Kuang, WX Li, XF Gong… - Journal of Neuroscience …, 2021 - Elsevier
Background Spatial sparsity has been found to be in line with the intrinsic characteristic of
brain activation. However, identifying a sparse representation of complex-valued fMRI data …

Accelerated Consensus ADMM for Widely Distributed Radar Imaging

A Murtada, BSMR Rao, R Hu… - 2022 IEEE Radar …, 2022 - ieeexplore.ieee.org
Widely distributed radar systems are expected to enhance radar imaging performance due
to their ability to capture diverse spatial scattering proprieties. Optimization-based sub …

Radar Distributed Sensors for Indoor Imaging

AAE Murtada - 2024 - orbilu.uni.lu
Millimeter-wave (mmWave) radar sensors have emerged as critical monitoring devices in
various indoor applications, owing to their resilience to environmental conditions, non …