Trajectory prediction based on AIS and BP neural network
- Resource Type
- Conference
- Authors
- Zhang, Zhiyuan; Ni, Guoxin; Xu, Yanguo
- Source
- 2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC) Information Technology and Artificial Intelligence Conference (ITAIC), 2020 IEEE 9th Joint International. 9:601-605 Dec, 2020
- Subject
- Communication, Networking and Broadcast Technologies
Computing and Processing
Engineering Profession
Power, Energy and Industry Applications
Robotics and Control Systems
Training
Navigation
Neurons
Predictive models
Trajectory
Marine vehicles
Biological neural networks
trajectory data
neural network
trajectory prediction
AIS
- Language
- ISSN
- 2693-2865
According to the characteristics of ship navigation and the demand of ship trajectory prediction, this paper proposes a prediction method combining AIS information and BP neural network. Based on the characteristics of AIS ship information, the BP network structure is constructed to predict the future trajectory with the input of historical trajectory and current information. The results show that the BP neural network is feasible for trajectory prediction.