Title :
Estimation of the number of stochastic EM sources in far-field using Probabilistic Neural Network
Author :
Zoran Stankovi?;Neboj?a Don?ov;Ivan Milovanovi?
Author_Institution :
Faculty of Electronic Engineering, University of Nis, Aleksandra Medvedeva 14, 18000, Serbia
Abstract :
In this paper, a neural model intended to efficiently determine the number of moving electromagnetic sources of stochastic radiation in the monitoring space sector is presented. Neural model is based on a probabilistic neural network. As an illustration, one-dimensional case is considered in which the noisy sources are moving only in the azimuth plane.
Keywords :
"Antenna arrays","Neurons","Training","Stochastic processes","Direction-of-arrival estimation","Correlation","Testing"
Conference_Titel :
Telecommunication in Modern Satellite, Cable and Broadcasting Services (TELSIKS), 2015 12th International Conference on
Print_ISBN :
978-1-4673-7515-3
DOI :
10.1109/TELSKS.2015.7357835
