Predicting low ionospheric parameters and low frequency sky wave propagation strength using machine learning

Predicting low ionospheric parameters and low frequency sky wave propagation strength using machine learning

Abstract Studying the propagation prediction of low-frequency (LF) radio waves is very significant for supporting applications in fixed and mobile long-distance communication, remote navigation, and timing service. Therefore, to enhance the predicting accuracy of LF sky wave propagation, we proposed...

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Bibliographic Details
Main Authors: Jian Wang, Chengsong Duan, Qiao Yu, Cheng Yang
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Ionospheric f oE
LF
Machine learning
Sky wave propagation prediction
Online Access:https://doi.org/10.1038/s41598-025-87930-8
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https://doi.org/10.1038/s41598-025-87930-8

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