Title :
Regional Ionosphere Mapping by using Neural Networks
Author :
Melike Gurun;Kurtulus Erinc Akdogan;Atila Yilmaz
Author_Institution :
T?bitak Uzay, ODT?, Ankara. melike.gurun@uzay.tubitak.gov.tr
fDate :
6/1/2007 12:00:00 AM
Abstract :
Regional ionosphere mapping is necessary to analyze the unknown distribution structure of ionosphere. In this paper, mapping ionosphere over a chosen region is realized by using multilayer perceptron and radial basis networks. Performances of two networks on artificial surfaces are compared and these neural networks are applied on real TEC values to obtain regional ionosphere mapping.
Keywords :
"Ionosphere","Neural networks","Tellurium","Multilayer perceptrons","Artificial neural networks","Spline","Testing"
Conference_Titel :
Signal Processing and Communications Applications, 2007. SIU 2007. IEEE 15th
Print_ISBN :
1-4244-0719-2
DOI :
10.1109/SIU.2007.4298733
