ADS-B signal tracking method based on LSTM network

The target tracking of the Automatic Dependent Surveillance – Broadcast (ADS-B) with the help of low earth orbit satellite (LEO) achieve large-scale, all-weather and long-term signal source location tracking, which is of certain significance for aircraft flight path planning. In this paper, an ADS-B signal tracking approach takes a LEO as an target tracking terrace, calculates the direction of arrival (DOA) of the target signal, and devises a Long Short-Term Memory (LSTM) network to realize the location tracking of the signal source. The rationality of the approach is analyzed using STK and MATLAB evaluation model.