Use of relationship between activities of different traffic signals in a network to improve traffic signal state estimation
View Patent ↗Methods and devices for using a relationship between activities of different traffic signals in a network to improve traffic signal state estimation are disclosed. An example method includes determining that a vehicle is approaching an upcoming traffic signal. The method may further include determining a state of one or more traffic signals other than the upcoming traffic signal. Additionally, the method may also include determining an estimate of a state of the upcoming traffic signal based on a relationship between the state of the one or more traffic signals other than the upcoming traffic signal and the state of the upcoming traffic signal.
1. A method comprising:
determining, using a computing device, that a vehicle is approaching an upcoming traffic signal;
determining an estimate of a state of the upcoming traffic signal;
in response to detecting an uncertainty in the estimate of the state of the upcoming traffic signal, requesting, using the computing device, a state of one or more traffic signals other than the upcoming traffic signal;
subsequently receiving, by the computing device, the state of the one or more traffic signals other than the upcoming traffic signal;
determining, using the computing device, a revised estimate of the state of the upcoming traffic signal based at least on a relationship between the state of the one or more traffic signals other than the upcoming traffic signal and the state of the upcoming traffic signal; and
providing instructions for controlling motion of the vehicle based on the revised estimate of the state of the upcoming traffic signal.
2. The method of claim 1 , wherein determining the estimate of the state of the upcoming traffic signal comprises obtaining an image of the upcoming traffic signal, and wherein the uncertainty comprises an uncertainty associated with the image of the upcoming traffic signal.
3. The method of claim 2 , wherein the uncertainty associated with the image of the upcoming traffic signal comprises a brightness of the upcoming traffic signal in the image.
4. The method of claim 2 , wherein the uncertainty associated with the image of the upcoming traffic signal comprises a clarity of the upcoming traffic signal in the image.
5. The method of claim 1 , further comprising receiving the state of the one or more traffic signals other than the upcoming traffic signal from one or more other vehicles.
6. The method of claim 5 , wherein the state of the one or more traffic signals other than the upcoming traffic signal comprises an observed state of the one or more traffic signals obtained by the one or more other vehicles.
7. The method of claim 1 , further comprising receiving the state of the one or more traffic signals other than the upcoming traffic signal from one or more fixed sensors in the environment.
8. The method of claim 1 , further comprising receiving the state of the one or more traffic signals other than the upcoming traffic signal from a transportation authority.
9. The method of claim 1 , wherein the one or more traffic signals other than the upcoming traffic signal are located within a distance threshold of the upcoming traffic signal.
10. The method of claim 1 , wherein providing the instructions comprises sending the revised estimate of the state of the upcoming traffic signal to another device.
11. The method of claim 10 , wherein the other device is configured to control the vehicle in an autonomous mode.
12. The method of claim 1 , wherein the revised estimate comprises a prediction of when the state of the upcoming traffic signal will change.
13. The method of claim 1 , further comprising:
determining a location and a direction of the vehicle; and
determining that the vehicle is approaching the upcoming traffic signal based on the location and the direction of the vehicle and known locations of a plurality of traffic signals.
14. A non-transitory computer-readable medium having stored therein instructions executable by a computing device to cause the computing device to perform functions comprising:
determining that a vehicle is approaching an upcoming traffic signal;
determining an estimate of a state of the upcoming traffic signal;
in response to detecting an uncertainty in the estimate of the state of the upcoming traffic signal, requesting a state of one or more traffic signals other than the upcoming traffic signal;
subsequently receiving the state of the one or more traffic signals other than the upcoming traffic signal;
determining a revised estimate of the state of the upcoming traffic signal based at least on a relationship between the state of the one or more traffic signals other than the upcoming traffic signal and the state of the upcoming traffic signal; and
providing instructions for controlling motion of the vehicle based on the revised estimate of the state of the upcoming traffic signal.
15. The non-transitory computer-readable medium of claim 14 , wherein the functions further comprise receiving the state of the one or more traffic signals other than the upcoming traffic signal from one or more other vehicles.
16. The non-transitory computer-readable medium of claim 14 , wherein the functions further comprise receiving the state of the one or more traffic signals other than the upcoming traffic signal from one or more fixed sensors in the environment.
17. The non-transitory computer-readable medium of claim 14 , wherein wherein providing the instructions comprises sending the revised estimate of the state of the upcoming traffic signal to another device.
18. A controller comprising:
at least one processor;
a memory; and
instructions stored in the memory and executable by the at least one processor to cause the controller to perform functions comprising:
determining that a vehicle is approaching an upcoming traffic signal,
determining an estimate of a state of the upcoming traffic signal,
in response to detecting an uncertainty in the estimate of the state of the upcoming traffic signal, requesting a state of one or more traffic signals other than the upcoming traffic signal,
subsequently receiving the state of the one or more traffic signals other than the upcoming traffic signal,
determining, using the computing device, a revised estimate of the state of the upcoming traffic signal based at least on a relationship between the state of the one or more traffic signals other than the upcoming traffic signal and the state of the upcoming traffic signal; and
controlling motion of the vehicle based on the revised estimate of the state of the upcoming traffic signal.
19. The controller of claim 18 , wherein the functions further receiving the state of the one or more traffic signals other than the upcoming traffic signal from one or more other vehicles.