Ship Trajectory Prediction: An Integrated Approach Using ConvLSTM-Based Sequence-to-Sequence Model

Maritime transportation is one of the major contributors to the development of the global economy. To ensure its safety and reduce the occurrence of a maritime accident, intelligent maritime monitoring and ship behavior identification have been drawing much attention from industry and academia, amon...

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Bibliographic Details

Published in:	Journal of Marine Science and Engineering
Main Authors:	Wenxiong Wu, Pengfei Chen, Linying Chen, Junmin Mou
Format:	Article
Language:	English
Published:	MDPI AG 2023-07-01
Subjects:	trajectory prediction trajectory clustering AIS convolutional LSTM network sequence-to-sequence (Seq2Seq) deep learning
Online Access:	https://www.mdpi.com/2077-1312/11/8/1484