Research on ionospheric parameters prediction based on deep learning

Research on ionospheric parameters prediction based on deep learning

For ionospheric parameter prediction, the short-term and daily mean value prediction of ionospheric parameters was established by long short-term memory (LSTM) predictive neural network modeling.Two methods of point-by-point prediction and sequence prediction were utilized.Furthermore, in order to p...

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Bibliographic Details
Main Authors: Yuntian FENG, Xia WU, Xiong XU, Rongqing ZHANG
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2021-04-01
Series:Tongxin xuebao
Subjects:
LSTM
ionosphere
multidimensional prediction
EMD
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021097/
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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021097/

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