Road surface friction based predictive driving for computer assisted or autonomous driving vehicles
Embodiments include apparatuses, methods, and systems for computer assisted or autonomous driving (CA/AD). An apparatus for CA/AD may include a sensor interface, a communication interface, and a driving strategy unit. The sensor interface may receive sensor data indicative of friction between a road surface of a current location of a CA/AD vehicle and one or more surfaces of one or more tires of the CA/AD vehicle. The communication interface may receive, from an external road surface condition data source, data indicative of friction for a surface of a road section ahead of the current location of the CA/AD vehicle. The driving strategy unit may determine, based at least in part on the sensor data and the data received from the external road surface condition data source, a driving strategy for the CA/AD vehicle beyond the current location of the CA/AD vehicle. Other embodiments may also be described and claimed.
1. An apparatus for computer assisted or autonomous driving, comprising:
a sensor interface to receive, from sensors disposed on a vehicle, sensor data indicative of friction between a road surface of a current location of the vehicle and at least one tire of the vehicle, the sensor data including (i) information captured by at least one camera that shows conditions between the road surface and a surface of a respective tire which indicate low friction, and (ii) information captured by at least one tire sensor that measures friction between the road surface and the surface of the respective tire; and
processing circuitry operably coupled to the sensor interface, the processing circuitry to:
detect, based on the information captured by the at least one camera and the information captured by the at least one tire sensor, a potential hydroplaning condition caused by water on the road surface; and
provide a notification, in response to detection of the potential hydroplaning condition, to adjust vehicle operations based on the current location of the vehicle.
2. The apparatus of claim 1 , wherein the processing circuitry is further to:
determine, in response to detection of the potential hydroplaning condition, a driving strategy for autonomous or semi-autonomous control of the vehicle, wherein the driving strategy includes an adjustment of a speed of the vehicle; and
implement the determined driving strategy, with the autonomous or semi-autonomous control of the vehicle, to adjust the speed of the vehicle at the current location or at a location ahead of the current location.
3. The apparatus of claim 2 , wherein to implement the determined driving strategy with the autonomous or semi-autonomous control of the vehicle, includes to adjust braking of the vehicle at the current location or at a location ahead of the current location.
4. The apparatus of claim 1 , wherein the information captured by the at least one tire sensor includes information from sensors of multiple tires of the vehicle.
5. The apparatus of claim 1 , further comprising:
a communication interface, operably coupled to the processing circuitry, to provide the notification via a V2X system.
6. The apparatus of claim 5 , wherein the communication interface is further to transmit data, via the V2X system, related to the potential hydroplaning condition.
7. The apparatus of claim 5 , wherein the communication interface is further to receive data, via the V2X system, related to the potential hydroplaning condition.
8. A non-transitory computer-readable storage medium capable of storing instructions that, when executed, cause at least one processing device of a vehicle system to:
receive, from sensors disposed on a vehicle, sensor data indicative of friction between a road surface of a current location of the vehicle and at least one tire of the vehicle, the sensor data including (i) information captured by at least one camera that shows conditions between the road surface and a surface of a respective tire which indicate low friction and (ii) information captured by at least one tire sensor that measures friction between the road surface and the surface of the respective tire;
detect, based on the information captured by the at least one camera and the information captured by the at least one tire sensor, a potential hydroplaning condition caused by water on the road surface; and
provide a notification, in response to detection of the potential hydroplaning condition, to adjust vehicle operations based on the current location of the vehicle.
9. The non-transitory computer-readable storage medium of claim 8 , the instructions further to cause the at least one processing device to:
determine, in response to detection of the potential hydroplaning condition, a driving strategy for autonomous or semi-autonomous control of the vehicle, wherein the driving strategy includes an adjustment of a speed of the vehicle; and
implement the determined driving strategy, with the autonomous or semi-autonomous control of the vehicle, to adjust the speed of the vehicle at the current location or at a location ahead of the current location.
10. The non-transitory computer-readable storage medium of claim 9 , wherein to implement the determined driving strategy with the autonomous or semi-autonomous control of the vehicle, includes to adjust braking of the vehicle at the current location or at a location ahead of the current location.
11. The non-transitory computer-readable storage medium of claim 8 , wherein the information captured by the at least one tire sensor includes information from sensors of multiple tires of the vehicle.
12. The non-transitory computer-readable storage medium of claim 8 , the instructions further to cause the at least one processing device to:
establish communications, with a V2X system, to provide the notification via the V2X system.
13. The non-transitory computer-readable storage medium of claim 12 , wherein the communications include communications to transmit data, via the V2X system, related to the potential hydroplaning condition.
14. The non-transitory computer-readable storage medium of claim 12 , wherein the communications include communications to receive data, via the V2X system, related to the potential hydroplaning condition.
15. An apparatus for a vehicle, comprising:
means for obtaining, from sensors disposed on a vehicle, sensor data indicative of friction between a road surface of a current location of the vehicle and at least one tire of the vehicle, the sensor data including (i) information captured by at least one camera that shows conditions between the road surface and a surface of a respective tire which indicate low friction and (ii) information captured by at least one tire sensor that measures friction between the road surface and the surface of the respective tire;
means for detecting, based on the information captured by the at least one camera and the information captured by the at least one tire sensor, a potential hydroplaning condition caused by water on the road surface; and
means for outputting a notification, in response to detection of the potential hydroplaning condition, to adjust vehicle operations based on the current location of the vehicle.
16. The apparatus of claim 15 , further comprising:
means for generating, in response to detection of the potential hydroplaning condition, a driving strategy for autonomous or semi-autonomous control of the vehicle, wherein the driving strategy includes an adjustment of a speed of the vehicle; and
means for implementing the driving strategy with the autonomous or semi-autonomous control of the vehicle, to adjust the speed of the vehicle at the current location or at a location ahead of the current location.
17. The apparatus of claim 16 , wherein implementing the driving strategy with the autonomous or semi-autonomous control of the vehicle, includes to adjust braking of the vehicle at the current location or at a location ahead of the current location.
18. The apparatus of claim 15 , wherein the information captured by the at least one tire sensor includes information from sensors of multiple tires of the vehicle.
19. The apparatus of claim 15 , further comprising:
means for communicating the notification via a V2X system.
20. The apparatus of claim 19 , wherein the means for communicating transmits data, via the V2X system, related to the potential hydroplaning condition.
21. The apparatus of claim 19 , wherein the means for communicating receives data, via the V2X system, related to the potential hydroplaning condition.