Amplitude scintillation detection with geodetic GNSS receivers leveraging machine learning decision tree

The amplitude scintillation detection is typically achieved by using the scintillation index generated by dedicated and costly ionospheric scintillation monitoring receivers (ISMRs). Considering the large volume of common Global Navigation Satellite System (GNSS) receivers, this paper presents a str...

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Bibliographic Details
Published in:	Satellite navigation Vol. 5; no. 1; pp. 18 - 11
Main Authors:	Li, Wang, Jiang, Yiping, Ji, Hongyuan, Wei, Wenqiang
Format:	Journal Article
Language:	English
Published:	Singapore Springer Nature Singapore 01.12.2024 Springer Nature B.V SpringerOpen
Subjects:	Accuracy Algorithms Amplitude scintillation Charged particles Decision trees Engineering False alarms GNSS Ionospheric Monitoring and Modelling Human error Ionosphere Machine learning Methods Original Article Satellites Signal processing Support vector machines Ionosphere Amplitude scintillation Machine learning
ISSN:	2662-9291, 2662-1363
Online Access:	Get full text
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