Radar Modeling for Autonomous Driving: What Sensors Actually See
Radar is the sensor that autonomous driving can’t work without, doesn’t fully understand, and frequently underestimates. Built as part of the vehicle simulation framework at Mercedes-Benz R&D - supporting algorithm development for adaptive cruise control, lane change assist, and object detection in pre-validation environments. Camera gives you texture and color. LiDAR gives you precise geometry. Radar gives you something both of them don’t: direct velocity measurement, all-weather reliability, and the ability to see through the annoyances - rain, fog, dust - that blind the other sensors at exactly the moments when you most need to see. ...