| CPC B60W 30/09 (2013.01) [B60W 40/02 (2013.01); B60W 50/14 (2013.01); G01S 7/4802 (2013.01); G01S 17/931 (2020.01); B60W 2050/143 (2013.01); B60W 2420/408 (2024.01); B60W 2554/80 (2020.02)] | 20 Claims |

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1. A vehicle comprising:
a lidar installed on the vehicle to secure an external field of view of the vehicle, the lidar configured to obtain lidar data for detecting an object in the external field of view; and
a controller including at least one processor configured to process the lidar data and configured to perform an avoidance control or a warning control based on processed results,
wherein the controller is further configured to:
generate a plurality of virtual lines in a moving direction of the vehicle within an entire width of the vehicle,
obtain a plurality of contour points of the object by processing the lidar data, and
determine a collision risk for the avoidance control or the warning control based on a number of crossing points between the plurality of virtual lines and the plurality of contour points.
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