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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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Detalles Bibliográficos
Autores principales: Zhuang, ChangXi, Chen, Chao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9731282/
https://www.ncbi.nlm.nih.gov/pubmed/36506815
http://dx.doi.org/10.3389/fnbot.2022.1049343