Sensor Fusion Based on Mathematical Model of LEO Satellite

Author:

KARTAL Seda1,DAR Tayfun1

Affiliation:

1. TÜRKSAT

Abstract

In this study, the mathematical model of attitude motion is obtained for low orbit sattelite (LEO) with its kinematic and dynamic equations. The mathematical model of orbit motion for LEO satellite is obtained using Kepler parameters. Sensor data are generated adding zero mean Gaussian noise to data comes from model response. These measurement data are fused using INS/GPS integration structure. Extended Kalman filter algorithm is used to sensor fusion. Compare the estimated data comes from extended Kalman filter and the actual data generated from mathematical model. It has been observed from the results that the estimated data is closest to the actual attitude data. All study is performed at the MATLAB/Simulink environment.

Publisher

European Journal of Science and Technology

Subject

General Earth and Planetary Sciences,General Environmental Science

Reference17 articles.

1. F. Vatalaro, G.E. Corazza, C. Ferralli, “Analysis of LEO, MEO and GEO global mobile satellite systems in the presence of interference and fading”, IEEE Journal on Selected areas in Communication.

2. C. Saunders, “The role of small satellites in military communications”, IET Seminar on Military Satellite Communication, 2013.

3. Prol F. S., Ferre R. M., Saleem Z., “Position, Navigation, and Timing (PNT) Through Low Earth Orbit (LEO) Satellites, IEEE Access, 2022.

4. Neinovare M., Khalife J. and Kassas Z. M., “Exploting starlink Signals for Navigation: First Results”, GNSS Conferences, 20-24 September, 2021.

5. B. Gao, G. Hu, Y. Zhong, and X. Zhu, “Cubature Kalman Filter with Both Adaptability and Robustness for Tightly-coupled GNSS/INS Integration,” IEEE Sensors Journal, 2021.

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