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
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;
Journal_Title :
Antennas and Propagation Magazine, IEEE
DOI :
10.1109/MAP.2014.6837061
