An adaptation of deep learning technique in orbit propagation model using long short-term memory

• Main Authors: Salleh, N., Mohd. Azmi, N. F., Yuhaniz, S. S.
• Format: Conference or Workshop Item
• Language: English
• Published: 2021
• Subjects: T Technology (General)
• Online Access: http://eprints.utm.my/id/eprint/96026/1/NorasnilawatiSalleh2021_AnAdaptationofDeepLearning.pdf; http://eprints.utm.my/id/eprint/96026/; http://dx.doi.org/10.1109/ICECCE52056.2021.9514264
• Institution: Universiti Teknologi Malaysia

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 in...