Regional ionosphere mapping by using neural networks

Gürün M., Akdoǧan K. E., YILMAZ A.

3rd International Conference on Recent Advances in Space Technologies, RAST 2007, İstanbul, Türkiye, 14 - 16 Haziran 2007, ss.44-49 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/rast.2007.4284029
  • Basıldığı Şehir: İstanbul
  • Basıldığı Ülke: Türkiye
  • Sayfa Sayıları: ss.44-49
  • TED Üniversitesi Adresli: Hayır

Özet

Regional ionosphere mapping is necessary to understand the underlying characteristics of ionosphere. In this paper, multilayer perceptrons and radial basis networks, as chosen neural network methods, are used to obtain a map of ionosphere based on a number of given (Total Electron Content) TEC values. For varying number of given data and locations, their performances are analyzed and compared. Their performances are also tested for artificially formed data points and they are applied to real data from GPS stations and IRI. © 2007 IEEE.