A neural network approach for regional vertical total electron content modelling

Rodrigo Leandro1, Marcelo C. Santos1
1Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, N.B., Canada

Tóm tắt

Từ khóa


Tài liệu tham khảo

Haykin S., 1999. Neural Networks-A Comprehensive Foundation. Prentice Hall, Upper Saddle River, New Jersey, USA.

Hoffmann-Wellenhof B., Lichteneeger H. and Collins J., 2001. Global Positioning System: Theory and Practice. Springer-Verlag, Wien, New York.

Klobuchar J.A., 1987. Ionospheric time-delay algorithm for single-frequency GPS users. IEEE Trans. Aerosp. Electron. Syst., 23, 325–331.

Komjathy A., 1997. Global Ionospheric Total Electron Content Mapping Using the Global Positioning System. Ph.D. Thesis, Department of Geodesy and Geomatics Engineering Technical Report No. 188, University of New Brunswick, Fredericton, New Brunswick, Canada.

Leandro R.F. and Santos M.C., 2004. Comparison between autoregressive model and neural network for forecasting space environment parameters. Bollettino di Geodesia e Scienze Affini, LXII, N.3, 197–212.

Leick A., 2004. GPS Satellite Surveying. John Wiley and Sons, Hoboken, New Jersey, USA.

McKinnell L., 2002. A Neural Network Based Ionospheric Model for the Bottomside Electron Density Profile over Grahamstown, South Africa. Ph.D. Thesis, Rhodes University, Grahamstown, South Africa.

Space Environment Center, 2004. http://www.sec.noaa.gov/ftpmenu/indices/old-indices.html , accessed March 1st.

Tulunay Y., Tulunay E. and Senalp E.T., 2004a. The neural network technique-1: a general exposition. Adv. Space Res., 33, 983–987.

Tulunay Y., Tulunay E. and Senalp E.T., 2004b. The neural network technique-2: an ionospheric example illustrating its application. Adv. Space Res., 33, 988–992.