Diversity and redundancy: The critical twofold role of imaging radar in the sensor suite. Unique information inputs for perception and independent sensing for truly reliable redundancy. Radar-based perception applications: comprehensive free space mapping, SLAM, relative velocity, object orientation and classification. The role of 360 coverage in decision making and path planning. Developing “clairvoyance” to accurately anticipate how the driving environment is shifting.