| CPC B60W 60/0015 (2020.02) [B60W 30/0956 (2013.01); B60W 2554/4041 (2020.02); B60W 2554/80 (2020.02)] | 18 Claims |

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1. A vehicle traveling control method, comprising:
determining predicted motion features of a to-be-avoided object within a perception visual field of a vehicle, wherein the predicted motion features comprise at least one of the following:
a position relationship between a current position of the to-be-avoided object and a traveling lane of the vehicle, whether there is a predicted traveling path intersection between the to-be-avoided object with the vehicle, and
a predicted position of the to-be-avoided object at a time of the vehicle decelerating to the predicted traveling path intersection at a maximum deceleration in a case that the predicted traveling path intersection exists;
determining a safety level of the to-be-avoided object relative to the vehicle according to the predicted motion features and preset safety conditions; and
determining a target deceleration of the vehicle according to an attribute feature of the to-be-avoided object and the corresponding safety level, and controlling traveling of the vehicle according to the target deceleration,
wherein the attribute feature comprises a type of the to-be-avoided object and a historical motion feature in the perception visual field, and determining the target deceleration of the vehicle according to the attribute feature of the to-be-avoided object and the corresponding safety level comprises:
determining a distribution density of other road participants in the perception visual field of the vehicle according to a number of other road participants in the perception visual field of the vehicle and a visual field area of the perception visual field;
determining a motion maneuvering feature of the to-be-avoided object according to the distribution density and the type of the to-be-avoided object;
determining a target avoidance object from the to-be-avoided object according to the motion maneuvering feature of the to-be-avoided object and the corresponding safety level; and
determining the target deceleration of the vehicle according to a historical motion feature of the target avoidance object in the perception visual field.
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