Nonlinear Autoregressive Model With Exogenous Input Recurrent Neural Network to Predict Satellites’ Clock Bias

Nonlinear Autoregressive Model With Exogenous Input Recurrent Neural Network to Predict Satellites’ Clock Bias

The prediction of Satellites’ Clock Bias (SCB) plays an important role in optimizing the clock bias parameters in navigation messages, meeting the requirements of real-time dynamic precise point positioning and providing the prior information required for satellite autonomous navigation....

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Bibliographic Details
Main Authors: Yifeng Liang, Jiangning Xu, Fangneng Li, Pengfei Jiang
Format: article
Language:EN
Published: IEEE 2021
Subjects:
Satellite clock bias (SCB)
prediction
NARX
recurrent neural network (RNN)
precise point positioning
Electrical engineering. Electronics. Nuclear engineering
TK1-9971
Online Access:https://doaj.org/article/eba0dd34d9074242b021ed354fc37c5c
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https://doaj.org/article/eba0dd34d9074242b021ed354fc37c5c

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