Motion-Decoupled Dual-Stream Representation Learning for AIS-Based Vessel Trajectory Prediction
Automatic Identification System (AIS)-based vessel trajectory prediction is essential for maritime traffic management and navigation safety. Existing deep learning methods typically model vessel motion within a unified temporal representation space, which may entangle long-term navigation trends with local maneuvering...