Compressive radar imaging

R Baraniuk, P Steeghs - 2007 IEEE radar conference, 2007 - ieeexplore.ieee.org
… Abstract-We introduce a new approach to radar imag- In this paper, we introduce a new
approach to ing based on the concept of compressive sensing (CS). In radar imaging based on …

A novel strategy for radar imaging based on compressive sensing

MT Alonso, P López-Dekker… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
… In order to check the viability of the alternative radar imaging technique exposed in this …
(which is adjusted to be a chirp signal with a compression ratio of 52); each is multiplied by its …

Compressive sensing radar imaging with convolutional neural networks

Q Cheng, AA Ihalage, Y Liu, Y Hao - IEEE Access, 2020 - ieeexplore.ieee.org
… ABSTRACT In the area of radar imaging at any frequency band from microwave to optics,
the technique of compressive sensing (CS) enables high resolution with reduced number of …

Near-field radar imaging via compressive sensing

S Li, G Zhao, H Li, B Ren, W Hu, Y Liu… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
compressive sensing radar imaging scheme was originally proposed in [7], followed by novel
CS-based frame work for ISAR imaging … Moreover, a 2-D compressive sampling scheme in …

On compressive sensing applied to radar

JHG Ender - Signal Processing, 2010 - Elsevier
… We will consider three possible applications of CS to radar. The first two of them address
temporal sampling, namely pulse compression and radar imaging. The third concerns spatial …

Sparsity and compressed sensing in radar imaging

LC Potter, E Ertin, JT Parker, M Cetin - Proceedings of the IEEE, 2010 - ieeexplore.ieee.org
… to analogous concepts in radar. Further, we offer opinions on the potential impact of CS
insights on future directions of radar imaging. In Section II, we sketch radar imaging as a linear …

Compressive sensing for high resolution radar imaging

L Anitori, M Otten, P Hoogeboom - 2010 Asia-Pacific …, 2010 - ieeexplore.ieee.org
… medical and optical imaging. Actual demonstrations of CS with experimental radar data are
still very few, and therefore in this paper we apply CS to two-dimensional radar imaging with …

Bayesian compressive sensing in synthetic aperture radar imaging

J Xu, Y Pi, Z Cao - IET Radar, Sonar & Navigation, 2012 - IET
imaging modality based on Bayesian compressive sensing (BCS) is proposed along with a
novel compressed … This new imaging scheme requires minor change to traditional system …

Compressive sensing applied to radar systems: an overview

MA Hadi, S Alshebeili, K Jamil… - Signal, Image and Video …, 2015 - Springer
… in the required measurements compared to classical radar. Example: CS application in
pulse compression radar Here, we consider a simple pulsed radar that transmits an LFM chirp …

Compressed sensing technique for high-resolution radar imaging

YS Yoon, MG Amin - Signal Processing, Sensor Fusion, and …, 2008 - spiedigitallibrary.org
… or rotation motions, to avoid blurring and smearing of images. In this paper, we discuss
applicability of compressed sensing to indoor radar imaging, using synthesized TWR data. …