Heterogeneous Driver Modeling and Corner Scenarios Sampling for Automated Vehicles Testing

Figure 1

Testing scenario sampling process is divided into three main parts: initialization, sampling, and evaluation. The grey vehicle is the AV, while the blue vehicles are initialized to adopt no particular driving strategy. Vehicles marked red and yellow represent vehicles with aggressive and conservative driving strategies, respectively.