Inverse synthetic aperture radar imaging: A historical perspective and state-of-the-art survey

R Vehmas, N Neuberger - IEEE Access, 2021 - ieeexplore.ieee.org
Radar can obtain high spatial resolution at large operating distances, and its operation is
largely independent from weather and lighting conditions. This makes it an important …

The race to improve radar imagery: An overview of recent progress in statistical sparsity-based techniques

L Zhao, L Wang, L Yang, AM Zoubir… - IEEE Signal Processing …, 2016 - ieeexplore.ieee.org
The exploitation of sparsity has significantly advanced the field of radar imaging over the last
few decades, leading to substantial improvements in the resolution and quality of the …

Deep learning approach for sparse aperture ISAR imaging and autofocusing based on complex-valued ADMM-Net

R Li, S Zhang, C Zhang, Y Liu, X Li - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
Sparse aperture radar imaging is generally achieved by methods of compressive sensing
(CS), or, sparse signal recovery (SSR). However, most of the traditional SSR methods …

Fast sparse aperture ISAR autofocusing and imaging via ADMM based sparse Bayesian learning

S Zhang, Y Liu, X Li - IEEE Transactions on Image Processing, 2019 - ieeexplore.ieee.org
Sparse aperture ISAR autofocusing and imaging is generally achieved by methods of
compressive sensing (CS), or, sparse signal recovery, because non-uniform sampling of …

SAR ground moving target imaging algorithm based on parametric and dynamic sparse Bayesian learning

L Yang, L Zhao, G Bi, L Zhang - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
In this paper, a novel synthetic aperture radar (SAR) ground moving target imaging (GMTIm)
algorithm is presented within a parametric and dynamic sparse Bayesian learning (SBL) …

High-resolution ISAR imaging and motion compensation with 2-D joint sparse reconstruction

S Shao, L Zhang, H Liu - IEEE Transactions on Geoscience and …, 2020 - ieeexplore.ieee.org
With regard to the multifunction radar transmitting sparse stepped-frequency-modulation
(SSFM) signal for inverse synthetic aperture radar (ISAR) imaging, the received echo signal …

Micro-Doppler effects removed sparse aperture ISAR imaging via low-rank and double sparsity constrained ADMM and linearized ADMM

S Zhang, Y Liu, X Li - IEEE Transactions on Image Processing, 2021 - ieeexplore.ieee.org
Inverse synthetic aperture radar (ISAR) imaging for the target with micro-motion parts is
influenced by the micro-Doppler (mD) effects. In this case, the radar echo is generally …

Quasi-polar-based FFBP algorithm for miniature UAV SAR imaging without navigational data

S Zhou, L Yang, L Zhao, G Bi - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Because of flexible geometric configuration and trajectory designation, time-domain
algorithms become popular for unmanned aerial vehicle (UAV) synthetic aperture radar …

High-resolution inverse synthetic aperture radar imaging and scaling with sparse aperture

G Xu, MD Xing, XG Xia, QQ Chen… - IEEE Journal of …, 2015 - ieeexplore.ieee.org
In high-resolution radar imaging, the rotational motion of targets generally produces
migration through resolution cells (MTRC) in inverse synthetic aperture radar (ISAR) images …

Traction force microscopy with optimized regularization and automated Bayesian parameter selection for comparing cells

Y Huang, C Schell, TB Huber, AN Şimşek, N Hersch… - Scientific reports, 2019 - nature.com
Adherent cells exert traction forces on to their environment which allows them to migrate, to
maintain tissue integrity, and to form complex multicellular structures during developmental …