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Multicolumn Self-Attention GRU Model for Intersection Vehicle Trajectory Prediction
Publisher: American Society of Civil Engineers
Abstract: Trajectory prediction plays a crucial and indispensable role in autonomous driving, enhancing safety and reliability, particularly in complex intersections with variable vehicle trajectories. This study aims to investigate ...
Behavior-Based Safety Evaluation Model of Vehicles Turning Left at Intersections with a Permitted Left-Turn Phase
Publisher: ASCE
Abstract: Intersections with a permitted left-turn phase have serious safety hazards as left-turning vehicles compete for the right of way with vehicles approaching from the opposite direction. This is a recurring problem in some ...
Research on the Spatiotemporal Evolution of Disturbed Through Vehicles at Signalized Intersections Based on Trajectory Data
Publisher: American Society of Civil Engineers
Abstract: Disturbances in vehicle trajectories are noticeable in the front section of weaving areas at signalized intersections, primarily due to merging conflicts. These disturbances often pose heightened safety risks. To investigate ...