Determining an undesired action of a vehicle
It is presented a method performed in a vehicle action determiner for determining an undesired action of a first vehicle and a resulting action. The method comprises: detecting that a first user is focusing on the first vehicle; acquiring brain activity data of the first user; determining a negative reaction of the first user based on the brain activity data; determining when the first vehicle is performing an undesired action based on the first user focusing on the first vehicle and the negative reaction of the first user; determining the resulting action taken by an autonomous vehicle, based on the first vehicle performing the undesired action; and triggering the autonomous vehicle to perform the resulting action.
1. A method for determining an undesired action of a first vehicle and a resulting action, the method being performed in a vehicle action determiner and comprising the steps of:
detecting user focus, by detecting that a first user is focusing on the first vehicle;
determining a distance to the first vehicle;
acquiring brain activity data of the first user, wherein the brain activity data is based on an electroencephalography measurement;
determining a negative reaction of the first user based on the brain activity data;
determining when the first vehicle is performing an undesired action based on the first user focusing on the first vehicle and the negative reaction of the first user;
determining the resulting action to be taken by an autonomous vehicle, based on the first vehicle performing the undesired action and the distance to the first vehicle being less than a predefined distance; and
triggering the autonomous vehicle to perform the resulting action.
2. The method according to claim 1 , wherein the steps of detecting user focus, acquiring brain activity data are repeated for a second user and wherein the step of determining when the first vehicle is performing an undesired action is further based on the second user focusing on the first vehicle and a negative reaction of the second user.
3. The method according to claim 1 , further comprising the step of:
acquiring control parameters of the first vehicle; and
wherein the step of determining when the first vehicle is performing an undesired action is further based on the control parameters of the first vehicle.
4. The method according to claim 3 , wherein the control parameters comprise at least one parameter describing a current motion of the first vehicle.
5. The method according to claim 3 , wherein the control parameters comprise at least one parameter relating to road characteristics of a road driven by the first vehicle.
6. The method according to claim 3 , wherein the step of determining a resulting action comprises considering control parameters of the first vehicle.
7. The method according to claim 1 , wherein the step of detecting user focus is based on gaze tracking.
8. A vehicle action determiner for determining an undesired action of a first vehicle and a resulting action, the vehicle action determiner comprising:
a processor; and
a memory storing instructions that, when executed by the processor, cause the vehicle action determiner to:
detect user focus, by detecting that a first user is focusing on the first vehicle;
determining a distance to the first vehicle;
acquire brain activity data of the first user, wherein the brain activity data is based on an electroencephalography measurement;
determine a negative reaction of the first user based on the brain activity data;
determine when the first vehicle is performing an undesired action based on the first user focusing on the first vehicle and the negative reaction of the first user;
determine the resulting action to be taken by an autonomous vehicle, based on the first vehicle performing the undesired action and the distance to the first vehicle being less than a predefined distance; and
trigger the autonomous vehicle to perform the resulting action.
9. The vehicle action determiner according to claim 8 , wherein the instructions to detect user focus, and to acquire brain activity data are repeated for a second user and wherein the instructions to determine when the first vehicle is performing an undesired action is further based on the second user focusing on the first vehicle and a negative reaction of the second user.
10. The vehicle action determiner according to claim 8 , further comprising instructions that, when executed by the processor, cause the vehicle action determiner to:
acquire control parameters of the first vehicle; and
wherein the instructions to determine when the first vehicle is performing an undesired action is further based on the control parameters of the first vehicle.
11. The vehicle action determiner according to claim 10 , wherein the control parameters comprise at least one parameter describing a current motion of the first vehicle.
12. The vehicle action determiner according to claim 10 , wherein the control parameters comprise at least one parameter relating to road characteristics of a road driven by the first vehicle.
13. The vehicle action determiner according to claim 10 , wherein the instructions to determine a resulting action comprise instructions that, when executed by the processor, cause the vehicle action determiner to consider control parameters of the first vehicle.
14. The vehicle action determiner according to claim 8 wherein the instructions to detect comprise instructions that, when executed by the processor, cause the vehicle action determiner to detect user focus based on gaze tracking.
15. The vehicle action determiner according to claim 8 , wherein the instructions to determine when the first vehicle is performing an undesired action comprise instructions that, when executed by the processor, cause the vehicle action determiner to determine that the first vehicle is performing an undesired action further based on a current geographic location of the first vehicle.
16. The vehicle action determiner according to claim 8 , wherein the instructions to determine when the first vehicle is performing an undesired action comprise instructions that, when executed by the processor, cause the vehicle action determiner to determine when the first vehicle is performing an undesired action further based on historic driving data of the first vehicle.
17. The vehicle action determiner according to claim 8 , wherein in the instructions to determine a resulting action, the resulting action is a corrective control action of the autonomous vehicle.
18. The vehicle action determiner according to claim 8 , further comprising instructions that, when executed by the processor, cause the vehicle action determiner to provide, when the first vehicle is not performing an undesired action, feedback to the first user, indicating that the first vehicle is not performing an undesired action.
19. A non-transitory computer-readable medium comprising a computer program for determining an undesired action of a first vehicle and a resulting action that when executed by a processor of a vehicle action determiner cause, the computer program comprising computer program code which, when run on a vehicle action determiner causes the vehicle action determiner to:
detect user focus, by detecting that a first user is focusing on the first vehicle;
determining a distance to the first vehicle;
acquire brain activity data of the first user, wherein the brain activity data is based on an electroencephalography measurement;
determine a negative reaction of the first user based on the brain activity data; and
determine when the first vehicle is performing an undesired action based on the first user focusing on the first vehicle and the negative reaction of the first user and the distance to the first vehicle being less than a predefined distance.