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. Satell...

Full description

Bibliographic Details
Main Authors: Yifeng Liang, Jiangning Xu, Fangneng Li, Pengfei Jiang
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Satellite clock bias (SCB)
prediction
NARX
recurrent neural network (RNN)
precise point positioning
Online Access:https://ieeexplore.ieee.org/document/9334968/

Internet

https://ieeexplore.ieee.org/document/9334968/

Similar Items