A New Method of Inland Water Ship Trajectory Prediction Based on Long Short-Term Memory Network Optimized by Genetic Algorithm

A New Method of Inland Water Ship Trajectory Prediction Based on Long Short-Term Memory Network Optimized by Genetic Algorithm

Ship position prediction plays a key role in the early warning and safety of inland waters and maritime navigation. Ship pilots must have in-depth knowledge of the future position of their ship and target ship in a specific time period when maneuvering the ship to effectively avoid collisions. Howev...

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Bibliographic Details
Main Authors: Long Qian, Yuanzhou Zheng, Lei Li, Yong Ma, Chunhui Zhou, Dongfang Zhang
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Applied Sciences
Subjects:
trajectory prediction
inland water
LSTM
GA
SVM
Online Access:https://www.mdpi.com/2076-3417/12/8/4073

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https://www.mdpi.com/2076-3417/12/8/4073

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