Heuristic learning for setting automatic display brightness based on an ambient light sensor
View Patent ↗A heuristic learning algorithm uses an ALS to determine display brightness settings based on a stored response curve for display brightness for a user. When the user overrides the response curve value for display brightness at a given ALS output, the display brightness setting based on the user input is used to modify the response curve for the ALS output to lesser extent than the user input. Over time the response curve will approach desired user settings for each value of the ALS output.
1. A method for brightness control in information handling systems, the method comprising:
receiving an ambient light sensor (ALS) output at an information handling system, wherein the ALS output is indicative of ambient light levels in proximity to the information handling system and wherein the ALS output is linearly scaled with respect to a display brightness of a display used with the information handling system;
modifying the display brightness based on a response curve stored for a user of the information handling system and the ALS output, the response curve for calibrating display brightness values positively versus the ALS output;
receiving user input to make a change in the display brightness, the change corresponding to a first brightness difference, wherein the ALS output does not change after the display brightness is modified based on the response curve and before the user input is received;
calculating a second brightness difference smaller than the first brightness difference and having the same sign as the first brightness difference, including applying a positive confidence factor F to the first brightness difference to calculate the second brightness difference, the positive confidence factor F selected to prevent any point in the response curve having a negative or zero slope;
modifying a display brightness value in the response curve corresponding to the ALS output by the second brightness difference to generate an updated response curve; and
storing the updated response curve for the user in place of the response curve.
2. The method of claim 1 , wherein the positive confidence factor F is less than 1.
3. The method of claim 2 , wherein modifying the display brightness value in the response curve is not performed when the second brightness difference value results in any point in the response curve having a negative or zero slope.
4. The method of claim 1 , wherein modifying the display brightness is performed using a timed transition from an old display brightness to a new display brightness over a predetermined time.
5. The method of claim 4 , wherein the predetermined time is shorter when the new display brightness is greater than the old display brightness than when the new display brightness is lower than the old display brightness.
6. The method of claim 1 , wherein the user input is subject to a minimum change sensitivity with respect to the display brightness and a minimum change response interval from a previous user input to change the display brightness, wherein the user input is not accepted when the minimum change sensitivity and the minimum change response interval are not satisfied.
7. A non-transitory computer-readable memory medium storing instructions, that, when executed by a processor, cause the processor to:
receive an ambient light sensor (ALS) output at an information handling system, wherein the ALS output is indicative of ambient light levels in proximity to the information handling system and wherein the ALS output is linearly scaled with respect to a display brightness of a display used with the information handling system;
modify the display brightness based on a response curve stored for a user of the information handling system and the ALS output, the response curve for calibrating display brightness values positively versus the ALS output;
receive user input to make a change in the display brightness, the change corresponding to a first brightness difference, wherein the ALS output does not change after the display brightness is modified based on the response curve and before the user input is received;
calculate a second brightness difference smaller than the first brightness difference and having the same sign as the first brightness difference, including applying a positive confidence factor F to the first brightness difference to calculate the second brightness difference, the positive confidence factor F selected to prevent any point in the response curve having a negative or zero slope;
modify a display brightness value in the response curve corresponding to the ALS output by the second brightness difference to generate an updated response curve; and
store the updated response curve for the user in place of the response curve.
8. The memory medium of claim 7 , wherein the positive confidence factor F is less than 1.
9. The memory medium of claim 8 , wherein the instructions to modify the display brightness value in the response curve are not executed when the second brightness difference value results in any point in the response curve having a negative or zero slope.
10. The memory medium of claim 7 , wherein the instructions to modify the display brightness are executed using a timed transition from an old display brightness to a new display brightness over a predetermined time, and wherein the predetermined time is shorter when the new display brightness is greater than the old display brightness than when the new display brightness is lower than the old display brightness.
11. The memory medium of claim 7 , wherein the user input is subject to a minimum change sensitivity with respect to the display brightness and a minimum change response interval from a previous user input to change the display brightness, wherein the user input is not accepted when the minimum change sensitivity and the minimum change response interval are not satisfied.
12. An information handling system, comprising:
a processor enabled to access memory media storing instructions executable by the processor to:
receive an ambient light sensor (ALS) output at an information handling system, wherein the ALS output is indicative of ambient light levels in proximity to the information handling system and wherein the ALS output is linearly scaled with respect to a display brightness of a display used with the information handling system;
modify the display brightness based on a response curve stored for a user of the information handling system and the ALS output, the response curve for calibrating display brightness values positively versus the ALS output;
receive user input to make a change in the display brightness, the change corresponding to a first brightness difference, wherein the ALS output does not change after the display brightness is modified based on the response curve and before the user input is received;
calculate a second brightness difference smaller than the first brightness difference and having the same sign as the first brightness difference, including applying a positive confidence factor F to the first brightness difference to calculate the second brightness difference, the positive confidence factor F selected to prevent any point in the response curve having a negative or zero slope;
modify a display brightness value in the response curve corresponding to the ALS output by the second brightness difference to generate an updated response curve; and
store the updated response curve for the user in place of the response curve.
13. The information handling system of claim 12 , wherein the positive confidence factor F is less than 1.
14. The information handling system of claim 13 , wherein the instructions to modify the display brightness value in the response curve are not executed when the second brightness difference value results in any point in the response curve having a negative or zero slope.
15. The information handling system of claim 12 , wherein the instructions to modify the display brightness are executed using a timed transition from an old display brightness to a new display brightness over a predetermined time.
16. The information handling system of claim 15 , wherein the predetermined time is shorter when the new display brightness is greater than the old display brightness than when the new display brightness is lower than the old display brightness.
17. The information handling system of claim 12 , wherein the user input is subject to a minimum change sensitivity with respect to the display brightness and a minimum change response interval from a previous user input to change the display brightness, wherein the user input is not accepted when the minimum change sensitivity and the minimum change response interval are not satisfied.