Deep Learning for Vessel Trajectory Prediction Using Clustered AIS Data

Deep Learning for Vessel Trajectory Prediction Using Clustered AIS Data

Accurate vessel track prediction is key for maritime traffic control and management. Accurate prediction results can enable collision avoidance, in addition to being suitable for planning routes in advance, shortening the sailing distance, and improving navigation efficiency. Vessel track prediction...

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Bibliographic Details
Main Authors: Cheng-Hong Yang, Guan-Cheng Lin, Chih-Hsien Wu, Yen-Hsien Liu, Yi-Chuan Wang, Kuo-Chang Chen
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Mathematics
Subjects:
automatic identification system
density-based spatial clustering of applications with noise
long short-term memory
Online Access:https://www.mdpi.com/2227-7390/10/16/2936

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https://www.mdpi.com/2227-7390/10/16/2936

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