Long-Term Ship Position Prediction Using Automatic Identification System (AIS) Data and End-to-End Deep Learning

Long-Term Ship Position Prediction Using Automatic Identification System (AIS) Data and End-to-End Deep Learning

The establishment of maritime safety and security is an important concern. Ship position prediction for maritime situational awareness (MSA), as a critical aspect of maritime safety and security, requires a longer time interval than collision avoidance and maritime traffic monitoring. However, previ...

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Bibliographic Details
Main Authors: Ibadurrahman, Kunihiro Hamada, Yujiro Wada, Jota Nanao, Daisuke Watanabe, Takahiro Majima
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Sensors
Subjects:
deep learning
AIS
ship position prediction
long-term
end-to-end
Online Access:https://www.mdpi.com/1424-8220/21/21/7169

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