EnvClus*: Extracting Common Pathways for Effective Vessel Trajectory Forecasting

EnvClus*: Extracting Common Pathways for Effective Vessel Trajectory Forecasting

The task of accurately forecasting the trajectory of a vessel, and in general a moving object operating in free space until its destination remains an open challenge. This paper addresses this problem by describing an unsupervised data-driven framework for short and extended horizon forecasts, from...

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Bibliographic Details
Main Authors: Nikolas Zygouras, Alexandros Troupiotis-Kapeliaris, Dimitris Zissis
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Trajectory prediction
mobility analytics
vessel route forecasting
trajectory clustering
Online Access:https://ieeexplore.ieee.org/document/10379058/

Internet

https://ieeexplore.ieee.org/document/10379058/

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