Managing self-driving behavior of autonomous or semi-autonomous vehicle based upon actual driving behavior of driver
A system and method for measuring a driver's actual driving behaviors (e.g., acceleration, deceleration) in a manual driving mode to determine their preferred driving style, and then causing an autonomous or semi-autonomous vehicle to operate itself, within limits, in accordance with the drivers' driving style when operating in a self-driving mode, thereby providing a more familiar and comfortable driving experience for the driver. Data is collected on the actual driving behavior, any pre-existing data is accessed on the actual driving behavior, and the collected data and the pre-existing data are combined. A custom control is then created based upon the combined data, and the custom control is applied to manage the self-driving behavior of the autonomous or semi-autonomous vehicle in a self-driving mode. Additional data continues to be collected on the actual driving behavior, and the custom control is adjusted based upon the collected additional data.
1. A system for managing a self-driving behavior of a self-driving vehicle, the system comprising:
a communication element configured to receive and transmit signals via a network;
a memory element configured to store information; and
a processing element electronically coupled to the communication element and the memory element and configured to perform the following:
accessing pre-existing telematics data regarding an actual driving behavior of a driver in a manual driving mode;
creating a custom control based upon the pre-existing telematics data, the custom control including not exceeding a limit that is determined by collecting driving behavior data of a plurality of drivers; and
applying the custom control to manage the self-driving behavior of the self-driving vehicle in a self-driving mode.
2. The system as set forth in claim 1 , wherein the pre-existing telematics data was collected using one or more sensors to measure the actual driving behavior.
3. The system as set forth in claim 2 , wherein the pre-existing telematics data includes a location and a time at which the measured actual driving behavior occurred.
4. The system as set forth in claim 1 , wherein the custom control is a performance threshold for the self-driving driving behavior.
5. The system as set forth in claim 1 , further including determining a safe operating range for driving based upon the collected driving behavior data, and basing the limit on the determined safe operating range.
6. The system as set forth in claim 1 , further including:
collecting driving behavior data of a plurality of drivers driving through a particular area;
determining a safe operating range for driving through the particular area based upon the collected driving behavior data of the plurality of drivers; and
basing the limit on the determined safe operating range.
7. The system as set forth in claim 1 , further including:
collecting driving behavior data of a plurality of drivers driving through a particular area at a particular time;
determining a safe operating range for driving through the particular area at the particular time based upon the collected driving behavior data of the plurality of drivers; and
basing the limit on the determined safe operating range.
8. The system as set forth in claim 1 , wherein applying the custom control includes:
identifying a change in the actual driving behavior of the driver in the manual driving mode associated with a particular location; and
adjusting the custom control to reflect the change in the actual driving behavior of the driver when the self-driving vehicle is operating in the self-driving mode at the particular location.
9. The system as set forth in claim 1 , wherein applying the custom control includes:
identifying a change in the actual driving behavior of the driver in the manual driving mode associated with a particular location and a particular time; and
adjusting the custom control to reflect the change in the actual driving behavior of the driver when the self-driving vehicle is operating in the self-driving mode at the particular location at the particular time.
10. The system as set forth in claim 1 , further including allowing the driver to transfer the custom control from the self-driving vehicle to a second self-driving vehicle.
11. The system as set forth in claim 1 , further including:
creating a plurality of custom controls for a plurality of different drivers of the self-driving vehicle, with each custom control being associated with each different driver;
identifying a particular driver using the self-driving vehicle from the plurality of different drivers; and
applying a particular custom control associated with the identified particular driver from the plurality of custom controls.
12. The system as set forth in claim 1 , further including adjusting an insurance rate based upon the custom control for the self-driving vehicle.
13. The system as set forth in claim 12 , further including:
allowing the driver to manually adjust the custom control; and
basing the insurance rate on the manually adjusted custom control and an amount of time spent in the self-driving mode.
14. A computer system for managing a self-driving behavior of a self-driving vehicle, the system comprising:
a communication element configured to receive and transmit signals via a network;
a memory element configured to store information; and
processing element electronically coupled to the communication element and the memory element and configured to perform the following:
accessing pre-existing telematics data regarding an actual driving behavior of a driver in a manual driving mode, wherein the pre-existing telematics data was collected using one or more sensors to measure the actual driving behavior;
creating a custom control based upon the pre-existing telematics data, wherein the custom control is not allowed to exceed a limit that is determined by collecting driving behavior data of a plurality of drivers;
storing the custom control in the memory element; and
applying the custom control to manage the self-driving behavior of the self-driving vehicle in a self-driving mode.
15. The computer system of claim 14 , wherein the processing element is further configured to determine a safe operating range for driving based upon the collected driving behavior data, and base the limit on the determined safe operating range.
16. Computer system for managing a self-driving behavior of a self-driving vehicle, the computer system comprising:
a communication element configured to receive and transmit signals via a network;
a memory element configured to store information; and
a processing element electronically coupled to the communication element and the memory element and configured to perform the following:
accessing pre-determined telematics data regarding an actual driving behavior of a driver in a manual driving mode;
creating a custom control based upon the pre-determined telematics data, wherein the custom control is not allowed to exceed a limit that is determined by collecting driving behavior data or a plurality of drivers;
storing the custom control in the memory element; and
applying the custom control to manage the self-driving behavior of the self-driving vehicle in a self-driving mode.
17. The computer system of claim 16 , wherein the processing element is further configured to base an insurance rate for the self-driving vehicle upon the custom control.
18. The computer system of claim 16 , wherein the processing element is further configured to determine a safe operating range for driving based upon the collected driving behavior data, and base the limit on the determined safe operating range.