Precise prediction of polar motion using sliding multilayer perceptron method combining singular spectrum analysis and autoregressive moving average model

Precise prediction of polar motion using sliding multilayer perceptron method combining singular spectrum analysis and autoregressive moving average model

Abstract The precise prediction of polar motion parameters is needed for the astrogeodynamics, navigation and positioning of the deep space probe. However, the current prediction methods are limited to predicting polar motion for specific periods, either short- or long-term. In this study, a sliding...

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Bibliographic Details
Main Authors: Kezhi Wu, Xin Liu, Xin Jin, Xiaotao Chang, Heping Sun, Jinyun Guo
Format: Article
Language:English
Published: SpringerOpen 2023-11-01
Series:Earth, Planets and Space
Subjects:
Polar motion prediction
Singular spectrum analysis
Autoregressive moving average model
Multilayer perceptron
Online Access:https://doi.org/10.1186/s40623-023-01937-x

Internet

https://doi.org/10.1186/s40623-023-01937-x

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