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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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Principais autores: ChangXi Zhuang, Chao Chen
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2022-11-01
Serier:Frontiers in Neurorobotics
Fag:
AIS ship trajectory big data
ship intelligence
route autonomous generation
clustering algorithm
LSTM
Online adgang:https://www.frontiersin.org/articles/10.3389/fnbot.2022.1049343/full
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