Extraction of ionosphere parameters in ionograms using deep learning

Based on a new developed author’s method for recognition traces of reflections from different layers of the ionosphere in ionograms, the ionosphere parameters are extracted. The method is based on the use of deep neural networks (DNN). The rules for extracting the ionosphere parameters in ionograms...

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Bibliographic Details
Published in:E3S web of conferences 2019-01, Vol.127, p.1004
Main Authors: Mochalov, Vladimir, Mochalova, Anastasia
Format: Article
Language:English
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Summary:Based on a new developed author’s method for recognition traces of reflections from different layers of the ionosphere in ionograms, the ionosphere parameters are extracted. The method is based on the use of deep neural networks (DNN). The rules for extracting the ionosphere parameters in ionograms are given. Based on the results obtained by the authors, an intelligent support system for ionogram analysis is being developed.
ISSN:2267-1242
2267-1242
DOI:10.1051/e3sconf/201912701004