Autonomous driving and flying as well as autonomously acting mobile robots will be the norm in the foreseeable future. Autonomy requires reliable perception of the environment and intensive cooperation from all actors. Application examples range from automatic landing of airplanes to autonomously driving ships and swarm exploration on foreign planets. Robust communication and navigation methods are key technologies here.