Summary
Behaviors of city drivers are investigated in heavy traffic scenarios using automatic differentiation-based parameter fitting. Traffic data are collected via video capturing, and the parameters of the optimal velocity model are identified. Then, time-delay and time-delay-like behavior are introduced into the driver model. These extended models are then fitted to the measurement data, and their success and consistency are evaluated.
