Driving risk potential field modeling in heterogeneous traffic flow with applications to motorcycle car-following analysis

Key Points

• Car-following analysis reveals significant variations in driving risk associated with heterogeneous traffic flow.
• The study finds a notable increase in risk potential for motorcycles in complex traffic situations, impacting safety.
• Computational analysis of traffic behaviors emphasizes the dynamics of motorcycle interactions within mixed vehicle environments.
• Understanding motorcycle dynamics may enable improved safety measures in heterogeneous traffic conditions, supporting risk assessment.