A Causal Long Short-Term Memory Sequence to Sequence Model for TEC Prediction Using GNSS Observations

A Causal Long Short-Term Memory Sequence to Sequence Model for TEC Prediction Using GNSS Observations

The necessity of predicting the spatio-temporal phenomenon of ionospheric variability is closely related to the requirement of many users to be able to obtain high accuracy positioning with low cost equipment. The Precise Point Positioning (PPP) technique is highly accepted by the scientific communi...

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Bibliographic Details
Main Authors: Maria Kaselimi, Athanasios Voulodimos, Nikolaos Doulamis, Anastasios Doulamis, Demitris Delikaraoglou
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Remote Sensing
Subjects:
GNSS
PPP
ionospheric delay
ionospheric electron content
LSTM
sequence to sequence model
Online Access:https://www.mdpi.com/2072-4292/12/9/1354

Internet

https://www.mdpi.com/2072-4292/12/9/1354

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