DocumentCode
55998
Title
A simple introduction to compressed sensing/sparse recovery with applications in antenna measurements
Author
Migliore, Marco Donald
Author_Institution
DIEI, Univ. di Cassino e del Lazio Meridionale, Cassino, Italy
Volume
56
Issue
2
fYear
2014
fDate
Apr-14
Firstpage
14
Lastpage
26
Abstract
The aim of this tutorial paper is to introduce the compressed sensing/sparse recovery theory and its usefulness in practical electromagnetic problems. Examples allow an intuitive understanding of the theory at the basis of compressed sensing/sparse recovery techniques. Readers can also perform some numerical experiments in a simple way, using a MATLAB program that can be downloaded from the Web.
Keywords
antenna arrays; compressed sensing; electromagnetic field theory; MATLAB program; antenna measurements; compressed sensing; electromagnetic problems; sparse recovery; Antenna measurements; Compressed sensing; Linear systems; Noise measurement; Null space; Tutorials; Compressed sensing; antenna measurements; interpolation; sampling methods;
fLanguage
English
Journal_Title
Antennas and Propagation Magazine, IEEE
Publisher
ieee
ISSN
1045-9243
Type
jour
DOI
10.1109/MAP.2014.6837061
Filename
6837061
Link To Document