The Parameter Calibration of Social Force Model for Pedestrian Flow Simulation Based on YOLOv5
Tianle Li,
Bingbing Xu,
Weike Lu
et al.
Abstract:With the increasing importance of subways in urban public transportation systems, pedestrian flow simulation for supporting station management and risk analysis becomes more necessary. There is a need to calibrate the simulation model parameters with real-world pedestrian flow data to achieve a simulation closer to the real situation. This study presents a calibration approach based on YOLOv5 for calibrating the simulation model parameters in the social force model inserted in Anylogic. This study compared the… Show more
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