Improving the Force Model of SGP4 using Neural Network

• Hans Carrillo ^[1] ; Edna Segura ^[1] ; Rosario López ^[1] ; Juan Felix San-Juan ^[1]
  1. [1] Universidad de La Rioja

     Universidad de La Rioja

     Logroño, España

     
• Localización: KePASSA-22. 5th International Workshop on Key Topics in Orbit Propagation applied to Space Situational Awareness: Program & Abstract Book / coord. por Rosario López Gómez , Juan Félix San Juan Díaz , Martín Lara Coira , 2022, ISBN 978-84-09-42904-2, págs. 77-79
• Idioma: inglés
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• Referencias bibliográficas
  • [1] J. F. San-Juan, M. San-Mart́ın, I. Pérez, and R. López, “Hybrid perturbation methods based on statistical time series models,” Advances...
  • [2] M. San-Mart́ın, I. Pérez, and J. F. San-Juan, “Hybrid methods around the critical inclination,” Advances in the Astronautical Sciences,...
  • [3] J. F. San-Juan, I. Pérez, M. San-Mart́ın, and E. P. Vergara, “Hybrid SGP4 orbit propagator,” Acta Astronautica, vol. 137, pp. 254–260,...
  • [4] J. F. San-Juan, M. San-Mart́ın, and I. Pérez, “Application of the hybrid methodology to SGP4,” Advances in the Astronautical Sciences,...
  • [5] E. Segura, H. Carrillo, R. López, M. Pérez, I. San-Mart́ın, and J. F. San-Juan, “Deep learning hsgp4: Hyperparameters analysis,”...
  • [6] F. R. Hoots and R. L. Roehrich, “Models for propagation of the NORAD element sets,” U.S. Air Force Aerospace Defense Command, Colorado...
  • [7] D. A. Vallado, P. Crawford, R. Hujsak, and T. S. Kelso, “Revisiting spacetrack report #3,” in Proceedings 2006 AIAA/AAS Astrodynamics...
  • [8] H. Carrillo, E. Segura, R. López, I. Pérez, and J. F. San-Juan, “Hybrid orbit propagator based on neural networks. multivariate time...