Systems and methods for monitoring traffic lights using imaging sensors of vehicles
A traffic light monitoring system includes a vehicle. The vehicle includes an imaging sensor configured to capture images, one or more processors, one or more memory modules, and machine readable instructions stored in the one or more memory modules that cause the vehicle to perform at least the following when executed by the one or more processors: identify a traffic light based on the images, determine a first transition time when a first light of a traffic light turns off and a second light of the traffic light turns on based on the images, determine a second transition time when the second light of the traffic light turns off and a third light of the traffic light turns on based on the images, and transmit information about the first transition time and the second transition time to an edge computing device.
1. A traffic light monitoring system comprising:
a vehicle configured to:
identify a traffic light based on images captured by an imaging sensor of the vehicle;
determine a first transition time when a first light of a traffic light turns off and a second light of the traffic light turns on based on the images;
determine a second transition time when the second light of the traffic light turns off and a third light of the traffic light turns on based on the images; and
transmit information about the first transition time and the second transition time to an edge computing device; and
the edge computing device configured to:
calculate a period for the second light being on based on the first transition time and the second transition time;
receive another transition time when the first light turns off and the second light turns on from another vehicle, the another transition time being after the first transition time; and
broadcast a notification of an upcoming change of the second light based on the another transition time, the period, and a current time.
2. The traffic light monitoring system of claim 1 , wherein the imaging sensor is a forward facing camera of the vehicle.
3. The traffic light monitoring system of claim 1 , wherein the first light is a red light, the second light is a green light, and the third light is a yellow light.
4. The traffic light monitoring system of claim 1 , wherein the vehicle is further configured to:
determine a third transition time when the third light of the traffic light turns off and the first light of the traffic light turns on based on the images; and
transmit information about the third transition time to the edge computing device.
5. The traffic light monitoring system of claim 4 , wherein-the edge computing device is configured to:
determine a period for the third light being on based on the second transition time and the third transition time.
6. The traffic light monitoring system of claim 1 , wherein:
the vehicle comprises a navigation module, and
the vehicle is configured to:
determine a current location of the vehicle based on a signal from the navigation module;
determine a location of the traffic light based on the current location of the vehicle and the images; and
transmit the location of the traffic light to the edge computing device.
7. The traffic light monitoring system of claim 1 , wherein the vehicle is configured to:
transmit, to the edge computing device, information about the first light being turned off and the second light being turned on along with the first transition time; and
transmit, to the edge computing device, information about the second light being turned off and the third light being turned on along with the second transition time.
8. The traffic light monitoring system of claim 1 , wherein the vehicle is configured to:
determine a third transition time when the third light of the traffic light turns off and a fourth light of the traffic light turns on based on the images;
determine a fourth transition time when the fourth light of the traffic light turns off and the first light of the traffic light turns on based on the images; and
transmit information about the third transition time and the fourth transition time.
9. The traffic light monitoring system of claim 8 , wherein the first light is a red light, the second light is a left-turn light, the third light is a green light, and the fourth light is a yellow light.
10. The traffic light monitoring system of claim 8 , wherein the first light is a red light, the second light is a right-turn light, the third light is a green light, and the fourth light is a yellow light.
11. The traffic light monitoring system of claim 1 , wherein the edge computing device is a road side unit.
12. The traffic light monitoring system of claim 1 , wherein the vehicle is an autonomous vehicle.
13. An edge computing device configured to:
receive a first transition time when a first light of a traffic light turns off and a second light of the traffic light turns on from a vehicle;
receive a second transition time when the second light of the traffic light turns off and a third light of the traffic light turns on from the vehicle;
calculate a period for the second light being on based on the first transition time and the second transition time;
receive another transition time when the first light turns off and the second light turns on from another vehicle, the another transition time being after the first transition time; and
broadcast a notification of an upcoming change of the second light based on the another transition time, the period, and a current time.
14. The edge computing device of claim 13 , further configured to:
determine a timing when the second light turns off after the third transition time based on the third transition time and the period; and
broadcast the timing to vehicles within a predetermined distance of the edge computing device.
15. The edge computing device of claim 13 , further configured to:
receive a third transition time when the third light of the traffic light turns off and the first light of the traffic light turns on from the vehicle; and
calculate a period for the third light being on based on the second transition time and the third transition time.
16. The edge computing device of claim 13 , wherein the first light is a red light, the second light is a green light, and the third light is a yellow light.
17. An edge computing device configured to:
receive a first transition time when a first light of a traffic light turns off and a second light of the traffic light turns on from a first vehicle;
receive a second transition time when the second light of the traffic light turns off and the first light of the traffic light turns on from a second vehicle;
calculate a period for the second light being on based on the first transition time and the second transition time;
receive a third transition time when the first light turns off and the second light turns on from a third vehicle, the third transition time being after the first transition time; and
broadcast a notification of an upcoming change of the second light based on the third transition time, the period, and a current time.
18. The edge computing device of claim 17 , wherein the first light is a red light and the second light is a green light.
19. The edge computing device of claim 17 , wherein the traffic light is a pedestrian traffic light.