Automatic disengagement of an autonomous driving mode
Automatic disengagement of an autonomous driving mode may include receiving, from a steering torque sensor, torque sensor data indicating an amount of torque applied to a steering system of the autonomous vehicle; determining a predicted torque based on one or more motion attributes of the steering system of the autonomous vehicle; determining a differential between the predicted torque and the amount of torque; and determining, based on the differential, whether to disengage an autonomous driving mode of the autonomous vehicle.
1. A method for automatic disengagement of an autonomous driving mode, comprising:
receiving, from a steering torque sensor, torque sensor data indicating an amount of torque applied to a steering system of an autonomous vehicle;
determining a predicted torque based on one or more motion attributes of the steering system of the autonomous vehicle;
temporarily increasing one or more thresholds in response to identifying one or more hazards in video sensor data;
determining an estimated operator-provided torque as a differential between the predicted torque and the amount of torque; and
disengaging an autonomous driving mode of the autonomous vehicle based on the differential exceeding the one or more thresholds.
2. The method of claim 1 , wherein the one or more motion attributes comprise a steering column rotational angle, a steering column rotational velocity, and a steering column rotational acceleration.
3. The method of claim 2 , further comprising:
receiving steering column angle data indicating the steering column rotational angle; and
calculating, based on the steering column angle, the steering column rotational velocity and the steering column rotational acceleration.
4. The method of claim 1 , wherein determining the predicted torque comprises determining, based on the one or more motion attributes and a model, the predicted torque.
5. The method of claim 1 , further comprising applying one or more conditioning operations to the differential.
6. The method of claim 1 , wherein the one or more thresholds comprise one or more user-configurable thresholds.
7. The method of claim 1 , wherein the one or more thresholds correspond to a particular user profile.
8. The method of claim 1 , wherein the one or more thresholds are based on one or more detected weather conditions.
9. An apparatus for automatic disengagement of an autonomous driving mode, the apparatus comprising a computer processor, a computer memory operatively coupled to the computer processor, the computer memory having disposed within it computer program instructions that, when executed by the computer processor, cause the apparatus to carry out steps comprising:
receiving, from a steering torque sensor, torque sensor data indicating an amount of torque applied to a steering system of an autonomous vehicle;
determining a predicted torque based on one or more motion attributes of the steering system of the autonomous vehicle;
temporarily increasing one or more thresholds in response to identifying one or more hazards in video sensor data;
determining an estimated operator-provided torque as a differential between the predicted torque and the amount of torque; and
disengaging an autonomous driving mode of the autonomous vehicle based on the differential exceeding the one or more thresholds.
10. The apparatus of claim 9 , wherein the one or more motion attributes comprise a steering column rotational angle, a steering column rotational velocity, and a steering column rotational acceleration.
11. The apparatus of claim 10 , wherein the steps further comprise:
receiving steering column angle data indicating the steering column rotational angle; and
calculating, based on the steering column angle, the steering column rotational velocity and the steering column rotational acceleration.
12. The apparatus of claim 9 , wherein determining the predicted torque comprises determining, based on the one or more motion attributes and a model, the predicted torque.
13. The apparatus of claim 9 , wherein the steps further comprise applying one or more conditioning operations to the differential.
14. The apparatus of claim 9 , wherein the one or more thresholds comprise one or more user-configurable thresholds.
15. The apparatus of claim 9 , wherein the one or more thresholds correspond to a particular user profile.
16. The apparatus of claim 9 , wherein the one or more thresholds are based on one or more detected weather conditions.
17. An autonomous vehicle for automatic disengagement of an autonomous driving mode, comprising:
an apparatus comprising a computer processor, a computer memory operatively coupled to the computer processor, the computer memory having disposed within it computer program instructions that, when executed by the computer processor, cause the apparatus to carry out steps comprising:
receiving, from a steering torque sensor, torque sensor data indicating an amount of torque applied to a steering system of the autonomous vehicle;
determining a predicted torque based on one or more motion attributes of the steering system of the autonomous vehicle;
temporarily increasing one or more thresholds in response to identifying one or more hazards in video sensor data;
determining an estimated operator-provided torque as a differential between the predicted torque and the amount of torque; and
disengaging an autonomous driving mode of the autonomous vehicle based on the differential exceeding the one or more thresholds.
18. The autonomous vehicle of claim 17 , wherein the one or more motion attributes comprise a steering column rotational angle, a steering column rotational velocity, and a steering column rotational acceleration.
19. The autonomous vehicle of claim 18 , wherein the steps further comprise:
receiving steering column angle data indicating the steering column rotational angle; and
calculating, based on the steering column angle, the steering column rotational velocity and the steering column rotational acceleration.
20. The autonomous vehicle of claim 17 , wherein determining the predicted torque comprises determining, based on the one or more motion attributes and a model, the predicted torque.
21. The autonomous vehicle of claim 17 , wherein the steps further comprise applying one or more conditioning operations to the differential.
22. A non-transitory computer readable medium storing computer program instructions for automatic disengagement of an autonomous driving mode that, when executed, cause a computer system of an autonomous vehicle to carry out the steps of:
receiving, from a steering torque sensor, torque sensor data indicating an amount of torque applied to a steering system of the autonomous vehicle;
determining a predicted torque based on one or more motion attributes of the steering system of the autonomous vehicle;
temporarily increasing one or more thresholds in response to identifying one or more hazards in video sensor data;
determining an estimated operator-provided torque as a differential between the predicted torque and the amount of torque; and
disengaging an autonomous driving mode of the autonomous vehicle based on the differential exceeding the one or more thresholds.