Regional ionosphere mapping by using neural networks

Gueruen M., Akdogan K. E., YILMAZ A.

IEEE 15th Signal Processing and Communications Applications Conference, Eskişehir, Turkey, 11 - 13 June 2007, pp.1027-1028 identifier identifier

  • Publication Type: Conference Paper / Full Text
  • Volume:
  • Doi Number: 10.1109/siu.2007.4298733
  • City: Eskişehir
  • Country: Turkey
  • Page Numbers: pp.1027-1028
  • Hacettepe University Affiliated: Yes

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 perception 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.