Systems and methods for generation and application of a road data response prediction model for evaluation of vehicle simulation are provided. A computer-implemented system, including one or more non-transitory computer-readable media storing instructions, when executed by one or more processing units, cause the one or more processing units to perform operations including receiving road data collected from a reference driving scene; extracting, from the road data, features of the reference driving scene; obtaining, from the road data, response data associated with a vehicle in the reference driving scene and responsive to the extracted features; calculating a statistical measure of the response data; and generating a road data response prediction model to map the extracted features of the road data to the statistical measure of the response data.
SURROGATE MODEL FOR VEHICLE SIMULATION
2024-05-16
Patent
Electronic Resource
English