Detection of Ionospheric Scintillation Based on XGBoost Model Improved by SMOTE-ENN Technique

Detection of Ionospheric Scintillation Based on XGBoost Model Improved by SMOTE-ENN Technique

Ionospheric scintillation frequently occurs in equatorial, auroral and polar regions, posing a threat to the performance of the global navigation satellite system (GNSS). Thus, the detection of ionospheric scintillation is of great significance in regard to improving GNSS performance, especially whe...

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Bibliographic Details
Main Authors: Mengying Lin, Xuefen Zhu, Teng Hua, Xinhua Tang, Gangyi Tu, Xiyuan Chen
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Remote Sensing
Subjects:
GNSS
ionospheric scintillation detection
XGBoost
SMOTE-ENN
Online Access:https://www.mdpi.com/2072-4292/13/13/2577

Internet

https://www.mdpi.com/2072-4292/13/13/2577

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