Vehicle sensor verification and calibration
An example method involves detecting a sensor-testing trigger. Detecting the sensor-testing trigger may comprise determining that a vehicle is within a threshold distance to a target in an environment of the vehicle. The method also involves obtaining sensor data collected by a sensor of the vehicle after the detection of the sensor-testing trigger. The sensor data is indicative of a scan of a region of the environment that includes the target. The method also involves comparing the sensor data with previously-collected sensor data indicating detection of the target by one or more sensors during one or more previous scans of the environment. The method also involves generating performance metrics related to the sensor of the vehicle based on the comparison.
1. A method comprising:
detecting, by a vehicle, a trigger, wherein detecting the trigger comprises determining that the vehicle is within a threshold distance to a target in an environment of the vehicle;
obtaining sensor data collected by a sensor of the vehicle after the detection of the trigger, wherein the sensor data is indicative of a scan of a region of the environment that includes the target;
detecting a change in a scanning characteristic of the sensor, wherein detecting the change in the scanning characteristic of the sensor comprises comparing the sensor data with previously-collected sensor data indicating detection of the target by one or more sensors other than the sensor of the vehicle during one or more previous scans of the environment; and
based on at least the detected change in the scanning characteristic of the sensor, transmitting a communication to an external computing system.
2. The method of claim 1 , wherein the communication comprises an identification of the sensor.
3. The method of claim 1 , wherein the communication comprises an indication of a defect in the scanning characteristic of the sensor.
4. The method of claim 1 , wherein the communication comprises a request for maintenance of the sensor.
5. The method of claim 1 , wherein the communication comprises a request for calibration of the sensor.
6. The method of claim 1 , further comprising:
determining that the change in the scanning characteristic of the sensor is greater than a threshold.
7. The method of claim 6 , wherein transmitting the communication to the external computing system is further based on determining that the change in the scanning characteristic of the sensor is greater than the threshold.
8. The method of claim 1 , wherein the scanning characteristic relates to a scanning range of the sensor.
9. The method of claim 1 , wherein the scanning characteristic relates to a color measurement by the sensor.
10. The method of claim 1 , wherein the scanning characteristic relates to an alignment of the sensor.
11. The method of claim 1 , wherein the external computing system comprises a remote server.
12. The method of claim 1 , wherein the communication comprises a wireless signal.
13. The method of claim 1 , wherein sensor is a radio detection and ranging (RADAR) sensor.
14. The method of claim 1 , wherein the sensor is a light detection and ranging (LIDAR) sensor.
15. The method of claim 1 , wherein the sensor is a camera.
16. The method of claim 1 , further comprising:
receiving operation instructions from the remote computing system.
17. The method of claim 16 , wherein the operation instructions indicate a location of the target.
18. The method of claim 16 , wherein the operation instructions include instructions for collecting sensor data associated with a scan of the target.
19. The method of claim 16 , wherein the operation instructions include instructions for transmitting, to the external computing system, sensor data associated with a scan of the target.
20. The method of claim 1 , wherein detecting the trigger further comprises determining the target based on target data.
21. The method of claim 20 , wherein the target data includes an indication of a predetermined location of the target.
22. The method of claim 20 , wherein the target data includes an indication of one or more characteristics of the target.
23. The method of claim 22 , wherein the one or more characteristics of the target include at least one of a color, a material, or a shape.