Heterogeneous Driver Modeling and Corner Scenarios Sampling for Automated Vehicles Testing

Figure 3

Lane-changing behavior in a heterogeneous scenario. (a) Initial scenario, (b) different performance of traffic participants completing lane-changing behavior, with aggressive vehicles generating more challenging scenarios, while vehicles with conservative sampling strategy or normal vehicles presenting a significantly lower degree of challenge to the AV.