GEO Satellite Orbit Determination based on Deep Neural Network

The geostationary earth orbit (GEO) satellite is an important part of the space situational awareness system, undertaking communication, data relay, signal early warning and other tasks. It is necessary to predict the orbit of GEO satellites in order to confirm the state and identify abnormal behavior of GEO satellite. In this work, we present a GEO satellite orbit determination method based on deep neural network, and predict the orbit elements which includes eccentricity, inclination and longitude of ascending node by processing GEO satellite position sequence to determine GEO orbit. The preliminary experimental results show that the proposed algorithm is feasible.