CAAI’s 2017 intelligent-driving white paper: simulation, accelerated evaluation and DNN testing

Overview

This 2017 CAAI report surveys SIL/HIL/VIL, proving-ground and road testing, simulation-fidelity limits, importance-sampling accelerated evaluation and DeepTest’s environment transformations with neuron-guided test generation. It provides a historical overview of research and testing approaches.