A Hybrid EMD-ICA-DLinear Multi-View Representation Model for Accurate Satellite Orbit Prediction in Space

A Hybrid EMD-ICA-DLinear Multi-View Representation Model for Accurate Satellite Orbit Prediction in Space

Accurate prediction of the on-orbit positions of Low Earth Orbit (LEO) satellites is essential for mission success, operational efficiency, and safety. Nevertheless, the non-stationary nature of orbital data and sensor noise presents significant challenges for accurate prediction. To address these c...

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Bibliographic Details
Main Authors: Yang Guo, Boyang Wang, Zhengxu Zhao
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Aerospace
Subjects:
LEO satellites
orbital prediction
deep learning
empirical mode decomposition
independent component analysis
DLinear
Online Access:https://www.mdpi.com/2226-4310/12/3/204
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