Ship Trajectory Prediction based on LSTM Neural Network

This paper is based on a large number of AIS data. Firstly, data preprocessing is carried out to ensure the integrity and accuracy of the data. Then, based on the route data, the prediction algorithm such as LSTM(Long Short-Term Memory) recurrent neural network is used to model to realize the prediction of the ship's navigation trajectory.