Systems and methods for controlling an autonomous vehicle with occluded sensor zones
Systems and methods for controlling an autonomous vehicle are provided. In one example embodiment, a computer-implemented method includes obtaining sensor data indicative of a surrounding environment of the autonomous vehicle, the surrounding environment including one or more occluded sensor zones. The method includes determining that a first occluded sensor zone of the occluded sensor zone(s) is occupied based at least in part on the sensor data. The method includes, in response to determining that the first occluded sensor zone is occupied, controlling the autonomous vehicle to travel clear of the first occluded sensor zone.
1. A computer-implemented method for controlling an autonomous vehicle, the method comprising:
obtaining sensor data indicative of a surrounding environment of the autonomous vehicle, the sensor data descriptive of a plurality of sensor signals for the surrounding environment captured by a sensor, wherein the sensor is located on the autonomous vehicle, wherein the surrounding environment comprises a plurality of regions, and wherein a subset of the plurality of sensor signals describes a particular region of the plurality of regions of the surrounding environment;
determining that the particular region is occupied by an object based on the subset of the plurality of sensor signals;
determining that the particular region is an occluded sensor zone by determining that a quantity of sensor signals in the subset of sensor signals does not satisfy a threshold for object identification, wherein the threshold is indicative of a particular amount of sensor data for identifying the object; and
in response to determining that the occluded sensor zone is occupied, controlling the autonomous vehicle to travel clear of the occluded sensor zone.
2. The computer-implemented method of claim 1 , wherein the particular region is occluded by physical dimensions of the autonomous vehicle.
3. The computer-implemented method of claim 2 , wherein the sensor comprises a light detection and ranging sensor mounted on a roof of the autonomous vehicle, and wherein the particular region is proximate to a side of the autonomous vehicle for which the light detection and ranging sensor is occluded by portions of the roof of the autonomous vehicle.
4. The computer-implemented method of claim 1 , wherein controlling the autonomous vehicle to travel clear of the occluded sensor zone comprises:
obtaining a motion plan of the autonomous vehicle through the surrounding environment;
determining that the motion plan intersects the particular region; and
in response to determining that the motion plan intersects the particular region, precluding the autonomous vehicle from executing the motion plan.
5. The computer-implemented method of claim 1 , wherein controlling the autonomous vehicle to travel clear of the occluded sensor zone comprises:
obtaining a motion plan that includes a lane change; and
in response to determining that the occluded sensor zone is occupied, precluding the autonomous vehicle from executing the lane change.
6. The computer-implemented method of claim 1 , wherein the sensor comprises at least one of: a light detection and ranging system, a radio detection and ranging system, a camera, or a motion sensor.
7. The computer-implemented method of claim 1 , further comprising:
in response to determining that the occluded sensor zone is occupied based on the subset of sensor signals, assigning an occupied occupancy state to the occluded sensor zone for a predetermined amount of time.
8. The computer-implemented method of claim 7 , further comprising:
obtaining second sensor data after the predetermined amount of time; and
assigning an unoccupied occupancy state to the occluded sensor zone in response to a determination that the second sensor data does not comprise a sensor signal for the occluded sensor zone.
9. A computing system for controlling an autonomous vehicle, the computing system comprising:
one or more processors; and
one or more tangible, non-transitory, computer readable media that store instructions that are executable by the one or more processors to cause the computing system to perform operations, the operations comprising:
obtaining sensor data indicative of a surrounding environment of the autonomous vehicle, the sensor data descriptive of a plurality of sensor signals for the surrounding environment captured by a sensor located on the autonomous vehicle, wherein the surrounding environment comprises a plurality of regions, and wherein a subset of the plurality of sensor signals describes a particular region of the plurality of regions of the surrounding environment;
determining that the particular region is occupied by an object based on the subset of the plurality of sensor signals;
determining that the particular region is an occluded sensor zone by determining that a quantity of sensor signals in the subset of sensor signals does not satisfy a threshold for object identification, wherein the threshold is indicative of a particular amount of sensor data for identifying the object; and
determining that the occluded sensor zone is occupied based on the subset of sensor signals that describe the particular region; and
in response to determining that the occluded sensor zone is occupied, controlling the autonomous vehicle to travel clear of the occluded sensor zone.
10. The computing system of claim 9 , wherein the sensor comprises a light detection and ranging sensor mounted on a roof of the autonomous vehicle, and wherein the particular region of the surrounding environment is proximate to a side of the autonomous vehicle for which the light detection and ranging sensor is occluded by portions of the roof of the autonomous vehicle.
11. The computing system of claim 9 , wherein controlling the autonomous vehicle to travel clear of the occluded sensor zone comprises:
obtaining a motion plan of the autonomous vehicle through the surrounding environment;
determining that the motion plan intersects the particular region; and
in response to determining that the motion plan intersects the particular region, precluding the autonomous vehicle from executing the motion plan.
12. The computing system of claim 9 , wherein controlling the autonomous vehicle to travel clear of the occluded sensor zone comprises:
obtaining a motion plan that includes a lane change; and
in response to determining that the occluded sensor zone is occupied, precluding the autonomous vehicle from executing the lane change.
13. The computing system of claim 9 , wherein the sensor comprises at least one of: a light detection and ranging system, a radio detection and ranging system, a camera, or a motion sensor.
14. An autonomous vehicle, comprising:
one or more processors; and
one or more tangible, non-transitory, computer readable media that store instructions that are executable by the one or more processors to cause the one or more processors to perform operations, the operations comprising:
obtaining sensor data indicative of a surrounding environment of the autonomous vehicle, the sensor data descriptive of a plurality of sensor signals for the surrounding environment captured by a sensor located on the autonomous vehicle, wherein the surrounding environment comprises a plurality of regions, and wherein a subset of the plurality of sensor signals describes a particular region of the plurality of regions of the surrounding environment;
determining that the particular region is occupied by an object based on the subset of the plurality of sensor signals;
determining that the particular region is an occluded sensor zone by determining that a quantity of sensor signals in the subset of sensor signals does not satisfy a threshold for object identification, wherein the threshold is indicative of a particular amount of sensor data for identifying the object; and
in response to determining that the occluded sensor zone is occupied, controlling the autonomous vehicle to travel clear of the occluded sensor zone.
15. The autonomous vehicle of claim 14 , wherein controlling the autonomous vehicle to travel clear of the occluded sensor zone comprises:
obtaining a motion plan of the autonomous vehicle through the surrounding environment;
determining that the motion plan intersects the particular region corresponding to the occluded sensor zone; and
in response to determining that the motion plan intersects the particular region corresponding to the occluded sensor zone, precluding the autonomous vehicle from executing the motion plan.
16. The autonomous vehicle of claim 14 , wherein controlling the autonomous vehicle to travel clear of the occluded sensor zone comprises:
obtaining a motion plan that includes a lane change; and
in response to determining that the occluded sensor zone is occupied, precluding the autonomous vehicle from executing the lane change.
17. The autonomous vehicle of claim 14 , wherein the sensor comprises at least one of: a light detection and ranging system, a radio detection and ranging system, a camera, or a motion sensor.