Space-Based ADS-B Trajectory Processing Method based on Haversine-LSTM

The Broadcast Automatic Dependent Surveillance (ADS-B) system is the next generation of ICAO surveillance technology. Compared with the land-based system, the satellite-based ADS-B system can realize the global airspace coverage. In this paper, a track processing method is proposed, taking the low earth orbit satellite (LEO) as the sensing platform, and designing the Haversine-LSTM algorithm to realize the continuous processing of the aircraft's track and prediction. The feasibility of the method is verified by STK and MATLAB simulation.