Sensors Radar Uses sound wave Lidar Uses infrared light to generate point cloud Camera Radar Lidar Resolution Good Bad Ok Noise Good Bad Bad Velocity Bad Good Bad All-weather Bad Good Bad Size Good Good Bad Sensor Fusion Kalman Filters