An Adaptation of Deep Learning Technique In Orbit Propagation Model Using Long Short-Term Memory

2021 International Conference on Electrical, Communication, and Computer Engineering (ICECCE)(2021)

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摘要
The orbit propagation model is used to predict the position and velocity of the satellites. It is crucial to obtain accurate predictions to ensure that satellite operation planning is in place and detects any possible disasters. However, the model's accuracy decreases as the propagation span increases if the input data are not updated. Therefore, to minimize these errors while still maintaining th...
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关键词
Orbit Propagation,SGP4,Deep Learning,Recurrent Neural Network,Long Short-Term Memory
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