Connected and Autonomous Vehicles (CAVs) provide the opportunity for signal-free intersection navigation, i.e. vehicles that drive without stopping through intersections that currently use stop-lights to control intersection usage. This paper introduces and demonstrates a centralized cooperative driving algorithm that considers two vehicles approaching a non-signalized intersection where the safe traversal can be negotiated automatically.