Regional ship behavior and trajectory prediction for maritime traffic management: A social generative adversarial network approach

Author:

Chen PengfeiORCID,Yang Fengkai,Mou Junmin,Chen Linying,Li Mengxia

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

Ministry of Science and Technology of the People's Republic of China

Publisher

Elsevier BV

Reference42 articles.

1. Social LSTM: human trajectory prediction in crowded spaces;Alahi,2016

2. Kernel density estimation and K-means clustering to profile road accident hotspots;Anderson;Accid. Anal. Prev.,2009

3. Scheduled sampling for sequence prediction with recurrent neural networks;Bengio,2015

4. Normalization of maritime accident data using AIS;Bye;Mar. Pol.,2019

5. Deep learning methods for vessel trajectory prediction based on recurrent neural networks;Capobianco;IEEE Trans. Aero. Electron. Syst.,2021

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