Ionospheric TEC Prediction Base on Attentional BiGRU

Ionospheric TEC Prediction Base on Attentional BiGRU

Many studies indicated that ionospheric total electron content (TEC) prediction is vital for terrestrial and space-based radio-communication systems. In previous TEC prediction schemes based on RNN, they learn TEC representations from previous time steps, and each time-step made an equal contributio...

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Bibliographic Details
Main Authors: Dongxing Lei, Haijun Liu, Huijun Le, Jianping Huang, Jing Yuan, Liangchao Li, Yali Wang
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Atmosphere
Subjects:
attention mechanism
Bidirectional Gate Recurrent Unit (BiGRU)
ionosphere
total electron content
Online Access:https://www.mdpi.com/2073-4433/13/7/1039

Internet

https://www.mdpi.com/2073-4433/13/7/1039

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