Sparsity and compressed sensing in radar imaging

LC Potter, E Ertin, JT Parker, M Cetin - Proceedings of the IEEE, 2010 - ieeexplore.ieee.org
Remote sensing with radar is typically an ill-posed linear inverse problem: a scene is to be
inferred from limited measurements of scattered electric fields. Parsimonious models provide …

Toward a new generation of radar systems based on microwave photonic technologies

G Serafino, F Scotti, L Lembo, B Hussain… - Journal of Lightwave …, 2019 - opg.optica.org
This paper reviews on the latest advances in microwave photonics applied to radar systems,
tracing the evolutions of functionalities in the photonic radar toward a new generation of …

Overview of radar waveform diversity

SD Blunt, EL Mokole - IEEE Aerospace and Electronic Systems …, 2016 - ieeexplore.ieee.org
Radar waveform diversity has received considerable attention in recent years due to
increasing spectral congestion and the burgeoning capabilities of digital waveform …

High-resolution ISAR imaging by exploiting sparse apertures

L Zhang, ZJ Qiao, MD **ng, JL Sheng… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Compressive sensing (CS) theory indicates that the optimal reconstruction of an unknown
sparse signal can be achieved from limited noisy measurements by solving a sparsity-driven …

Adaptive pulse compression via MMSE estimation

SD Blunt, K Gerlach - IEEE Transactions on Aerospace and …, 2006 - ieeexplore.ieee.org
Radar pulse compression involves the extraction of an estimate of the range profile
illuminated by a radar in the presence of noise. A problem inherent to pulse compression is …

High-resolution ISAR imaging with sparse stepped-frequency waveforms

L Zhang, Z Qiao, M **ng, Y Li… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
From the theory of compressive sensing (CS), we know that the exact recovery of an
unknown sparse signal can be achieved from limited measurements by solving a sparsity …

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 …

An overview of advances in signal processing techniques for classical and quantum wideband synthetic apertures

P Vouras, KV Mishra, A Artusio-Glimpse… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Rapid developments in synthetic aperture (SA) systems, which generate a larger aperture
with greater angular resolution than is inherently possible from the physical dimensions of a …

The CLEAN type algorithms for radar signal processing

K Kulpa - 2008 Microwaves, Radar and Remote Sensing …, 2008 - ieeexplore.ieee.org
A new class of signal processing algorithm based on CLEAN methods primary introduced in
radio-astronomy is presented in the paper. The classical radar signal processing is based …

Integration of super-resolution ISAR imaging and fine motion compensation for complex maneuvering ship targets under high sea state

S Shao, H Liu, L Zhang, P Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Under high sea state, ship targets make complex maneuvering motions due to strong
disturbances such as sea waves and sea winds. Selecting the optimal imaging time interval …