simulation to evaluate system effectiveness. Model accuracy, limited data for calibration, and
simulation assumptions limit the validity of evaluation results. One alternative approach is to
use emerging hardware-in-the-loop (HIL) testing methods. HIL test environments enable
physical test vehicles to interact with virtual vehicles from traffic simulation models, providing
an evaluation environment that can replicate deployment conditions at early stages of CAV …