As the CV system utilize information from a forward looking
radar, which is capable of detecting a real pedestrian, the augmented
sensor data X2
A needs to be generated. The radar is assumed ideal,
meaning that the virtual agent is detected without measurement error,
given that the agent is within the sensor field of view.