A robust, comprehensive perception of the environment is a prerequisite for the realization of autonomous driving. Currently, camera, millimeter wave radar, ultrasonic radar and LiDAR are the key sensors for autonomous driving. By facilitating the sensors, a vehicle can map itself in a complex driving environment.

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