Research on Ship Trajectory Prediction Method Based on Difference Long Short-Term Memory

Research on Ship Trajectory Prediction Method Based on Difference Long Short-Term Memory

This study proposes a solution to the problem of inaccurate and time-consuming ship trajectory prediction caused by frequent ship maneuvering in complex waterways. The proposed solution is a ship trajectory prediction model that uses a difference long short-term memory neural network (D-LSTM). To im...

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Bibliographic Details
Main Authors: Xiaobin Tian, Yongfeng Suo
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Journal of Marine Science and Engineering
Subjects:
complex waterway
ship trajectory prediction
AIS
difference variables
D-LSTM
Online Access:https://www.mdpi.com/2077-1312/11/9/1731

Internet

https://www.mdpi.com/2077-1312/11/9/1731

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