TEC Measurements Through GPS and Artificial Intelligence

A reliable ionospheric model is very important in such fields as satellite positioning and surveying, radiocommunication, space weather and so on. In this way, a correct calculation of Total Electron Content would have many useful implications. In this paper, a novel approach based on Support Vector...

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Bibliographic Details
Published in:Journal of electromagnetic waves and applications 2006-01, Vol.20 (9), p.1211-1220
Main Authors: Barrile, V., Cacciola, M., Morabito, F. C., Versaci, M.
Format: Article
Language:English
Subjects:
Earth, ocean, space
Exact sciences and technology
External geophysics
Ionospheric soundings
Physics of the ionosphere
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Summary:A reliable ionospheric model is very important in such fields as satellite positioning and surveying, radiocommunication, space weather and so on. In this way, a correct calculation of Total Electron Content would have many useful implications. In this paper, a novel approach based on Support Vector Machines and used for Total Electron Content estimation is described. It exploits Global Positioning System observables, with encouraging results.
ISSN:0920-5071
1569-3937
DOI:10.1163/156939306777442962