Autonomous Driving with Multiple Hypothesis Testing
There are two elements to this problem. One is to model the motion of the tracked automobiles using measurements to improve your estimate of each automobile’s location and velocity. The second is to systematically assign measurements to different tracks. A track should represent a single car, but the radar is just returning measurements on echoes, it doesn’t know anything about the source of the echoes.
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