Research on autonomous route generation method based on AIS ship trajectory big data and improved LSTM algorithm

The autonomous generation of routes is an important part of ship intelligence and it can be realized by deep learning of the big data of automatic identification system (AIS) ship trajectories. In this study, to make the routes generated by long short-term memory (LSTM) artificial neural network mor...

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Bibliographic Details

Published in:	Frontiers in Neurorobotics
Main Authors:	ChangXi Zhuang, Chao Chen
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2022-11-01
Subjects:	AIS ship trajectory big data ship intelligence route autonomous generation clustering algorithm LSTM
Online Access:	https://www.frontiersin.org/articles/10.3389/fnbot.2022.1049343/full