An Economic Hybrid Analytical Orbit Propagator Program Based on SARIMA Models

Author:

San-Juan Juan Félix1ORCID,San-Martín Montserrat1ORCID,Pérez Iván2ORCID

Affiliation:

1. Departamento de Matemáticas y Computación, Universidad de La Rioja, 26004 Logroño, Spain

2. Departamento de Ingeniería Eléctrica, Universidad de La Rioja, 26004 Logroño, Spain

Abstract

We present a new economic hybrid analytical orbit propagator program based on SARIMA models, which approximates to a tesseral analytical theory for a Quasi-Spot satellite. TheJ2perturbation is described by a first-order closed-form analytical theory, whereas the effects produced by the higher orders ofJ2and the perturbation of the rest of zonal and tesseral harmonic coefficients are modelled by SARIMA models. Time series analysis is a useful statistical prediction tool, which allows building a model for making future predictions based on the study of past observations. The combination of the analytical techniques and time series analysis allows an increase in accuracy without significant loss in efficiency of the new propagators, as a consequence of modelling higher-order terms and other perturbations are not taken into account in the analytical theory.

Publisher

Hindawi Limited

Subject

General Engineering,General Mathematics

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1. Orbit determination for space situational awareness: A survey;Acta Astronautica;2024-09

2. Uncertainty Propagation Using Hybrid Methods;Advances in Intelligent Systems and Computing;2020-08-29

3. Extending the hybrid methodology for orbit propagation by fitting techniques;Neurocomputing;2019-08

4. LONG-TERM SEA LEVEL CHANGES IN THE PACIFIC/JAPAN'S WATER AND THEIR FUTURE PREDICTION;Journal of Japan Society of Civil Engineers, Ser. B2 (Coastal Engineering);2018

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