An LSTM-based Fleet Formation Recognition Algorithm

In this paper, a fleet formation recognition problem is investigated in which a team of ships cooperate to carry out a mission. First, the ship motion model is established and the corresponding fleet formation dataset is generated. Then, a formation recognition algorithm based on Long Short-Term Memory(LSTM) network is proposed. Finally, simulation experimental results show the effectiveness of the proposed algorithm.