AUTOMATED FEATURE CONTROL ON BATTERY LIMITED DEVICES
The present invention introduces a method for saving power in battery limited devices. The invention handles profile properties, which may e.g. be User Interface activity, Bluetooth connection success, email fetch success or WLAN connection success. A value of the property is saved into a memory, e.g. once an hour for the whole calendar week, thus forming a trend value which is regularly updated. Certain behavior patterns may then be seen. When changes in the trend occur with different users or as differences compared to a usual behavior in a calendar week, for instance, the characteristics of the device are altered accordingly in order to minimize power usage.
1 . A method for automating feature control on a battery limited device, comprising:
identifying at least one profile property, where the profile property is a feature of a device or a characteristic of an activity of a device, the profile property having a trend value, which is stored in a memory;
updating the trend value for each profile property with latest property data of a predetermined time period, in order to adapt the profile property to the latest activities; and
using the updated trend value to control device feature activation or activity levels, to be personalized for the individual user with a minimized battery usage of the device.
2 . The method according to claim 1 , wherein the profile property is at least one of the following: User Interface activity, Bluetooth connection success, email fetch success, WLAN connection success, User transmission activity, User reception success, mobility detection, email application usage.
3 . The method according to claim 1 , the method further comprising:
attaching a weighting coefficient to the latest activities before the updating step.
4 . The method according to claim 1 , wherein initializing the trend values to a typical user value or to a value disabling power saving.
5 . The method according to claim 1 , wherein launching a high alert state for the device, when the user intends to use the service or when there emerges a deviation compared to a normal behavior, wherein the high alert state triggers disabling the power saving temporarily.
6 . The method according to claim 5 , wherein in case of an emerged deviation is above a threshold, setting a large weighting coefficient on such a deviation for moving its trend value rapidly towards a value where power saving is disabled.
7 . The method according to claim 1 , further comprising the step of:
combining at least two profile properties by using Boolean operators or by other arithmetic functional operation.
8 . A battery limited device, configured to have an automated feature control, the device comprising:
a controller configured to identify at least one profile property, where the profile property is a feature of a device or a characteristic of an activity of a device, the profile property having a trend value, which is stored in a memory;
the controller configured to update the trend value for each profile property with latest property data of a predetermined time period, in order to adapt the profile property to the latest activities; and
the controller configured to use the updated trend value in controlling device feature activation or activity levels, to be personalized for the individual user with a minimized battery usage of the device.
9 . The device according to claim 8 , wherein the profile property is at least one of the following:
User Interface activity, Bluetooth connection success, email fetch success, WLAN connection success, User transmission activity, User reception success, mobility detection, email application usage.
10 . The device according to claim 8 , the device further comprising:
the controller configured to attach a weighting coefficient to the latest activities before the updating step.
11 . The device according to claim 8 , wherein the controller is configured to initialize the trend values to a typical user value or to a value disabling power saving.
12 . The device according to claim 8 , wherein the controller is configured to launch a high alert state for the device, when the user intends to use the service or when there emerges a deviation compared to a normal behavior, wherein the high alert state triggers disabling the power saving temporarily.
13 . The device according to claim 12 , wherein in case of an emerged deviation is above a threshold, the controller configured to set a large weighting coefficient on such a deviation for moving its trend value rapidly towards a value where power saving is disabled.
14 . The device according to claim 8 , further comprising:
the controller configured to combine at least two profile properties by using Boolean operators or by other arithmetic functional operation.
15 . A computer program for automating feature control on a battery limited device, the computer program comprising code adapted to perform the following steps, when executed on a data-processing system:
identifying at least one profile property, where the profile property is a feature of a device or a characteristic of an activity of a device, the profile property having a trend value, which is stored in a memory;
updating the trend value for each profile property with latest property data of a predetermined time period, in order to adapt the profile property to the latest activities; and
using the updated trend value to control device feature activation or activity levels, to be personalized for the individual user with a minimized battery usage of the device.
16 . The computer program according to claim 15 , wherein the computer program is stored on a computer readable medium.