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Automatic power saving method based on learning operation habit of user

A power saving method and user technology, applied in the field of automatic power saving based on learning user operation habits, which can solve the problems of reduced overall software experience and unintelligence.

Inactive Publication Date: 2015-04-29
INST OF AGRI RESOURCES & REGIONAL PLANNING CHINESE ACADEMY OF AGRI SCI +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] 2. There are a variety of power saving modes for users to choose, and user intervention is required;
[0006] Obviously, for smartphones, the above operations are not smart, requiring too much user intervention, and the overall experience of the software is reduced

Method used

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  • Automatic power saving method based on learning operation habit of user
  • Automatic power saving method based on learning operation habit of user
  • Automatic power saving method based on learning operation habit of user

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Embodiment Construction

[0016] The present invention selects the Meizu MX3 mobile phone equipped with the Meizu Flyme 4 operating system (based on the improvement of the Android 4.4 source code) as an implementation example, and the realization flow chart is as follows figure 1 ,Specific steps are as follows:

[0017] The first step is to obtain the user's basic work and rest time according to the user's time zone as the initial learning parameters. The time zone can be obtained by invoking the system time or by enabling base station or GPS positioning. The test location of this example is Beijing, the time zone is UTC+8, and the corresponding sleep time 22:00~24:00, 00:00~7:00, working hours 09:00~18:00, the rest are uncertain , and their respective weight assignments are ;

[0018] The second step is initial learning. The present invention sets the initial learning time N=10 days, so each day corresponds to a time segment has a weight of , and the time slice Minutes, so 24 hours a d...

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Abstract

The invention relates to an automatic power saving method for reducing the consumption of the electric quantity of a battery by optimizing system parameters within relatively stable non-operation time by obtaining a user operation rule on the basis of learning the operation behavior habit of a user. The operation habit of the user within a period of time is mainly learned to obtain the usability in different time periods, and then the usability is subjected to comparative analysis with a judgment threshold value so as to determine whether to enter the power saving mode or not. In the stabilizing stage, the rule which is previously learned is mainly updated so as to be optimized.

Description

technical field [0001] The invention relates to a method for optimizing system parameters in a relatively stable non-operation time by acquiring user operation rules on the basis of learning user operation behavior habits, reducing power consumption and prolonging available time. Background technique [0002] With the continuous improvement of mobile phone hardware, smart phones have gradually increased the number of charging times within a certain period of time. In order to obtain a better user experience, a series of new technologies such as higher-performance central processing units and graphics processing units, larger screens and faster network data upload and download speeds are widely used in new flagship mobile phones launched by various manufacturers. for use. However, before the breakthrough of battery technology, the usable time of smartphones is gradually shortening. For this reason, software and hardware developers have developed many technologies to reduce ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04M1/725H04M1/73
CPCY02D30/70
Inventor 夏浪毛克彪赵芬马莹万荣汤海鹏
Owner INST OF AGRI RESOURCES & REGIONAL PLANNING CHINESE ACADEMY OF AGRI SCI