Semi-Supervised GNSS Scintillations Detection Based on DeepInfomax

This work focuses on a machine learning based detection of ionospheric scintillation events affecting Global Navigation Satellite System (GNSS) signals. We here extend the recent detection results based on Decision Trees, designing a semi-supervised detection system based on the DeepInfomax approach...

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Bibliographic Details
Main Authors: Giulio Franzese, Nicola Linty, Fabio Dovis
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/10/1/381