Open access
Jul 2026
A Vessel-Aware Graph Neural Network Framework for Port Motorway Traffic State Estimation
A novel TSE method named HGCN-VA is proposed, enabling a real-time inductive inference based on a graph neural network (GNN), and extensive experiments demonstrate that HGCN-VA outperforms baselines in TSE accuracy.
Xiwen Lou, Zhengfeng Huang, Hang Yang et al.
· Sustainability · 0 citations