Research on Offshore Vessel Trajectory Prediction Based on PSO-CNN-RGRU-Attention

In busy offshore waters with high vessel density and intersecting shipping lanes, the risk of collisions and accidents is significantly increased. To address the problem of insufficient feature extraction capability of traditional recurrent neural networks (RNNs) in ship trajectory prediction in bus...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Wei Liu, Yu Cao
Format:	Artikel
Sprache:	Englisch
Veröffentlicht:	MDPI AG 2025-03-01
Schriftenreihe:	Applied Sciences
Schlagworte:	AIS information particle swarm optimization algorithm convolutional neural network attention mechanism trajectory prediction
Online-Zugang:	https://doi.org/10.3390/app15073625 https://www.mdpi.com/2076-3417/15/7/3625
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