Humanoid Cognition-Based Approach: Lane-Changing Decision Making and Dynamic Trajectory Planning for Autonomous Driving

This study proposes a lane-changing decision and trajectory planning algorithm for intelligent vehicles on highways that takes driver behavior into consideration. A co-simulation model based on Prescan and Simulink was built to validate the designed trajectory planning algorithm. The code and data related to the proposed algorithm and its verification are also provided.