CN108647048A - Doze mode regulating methods, device, mobile terminal and storage medium - Google Patents
Doze mode regulating methods, device, mobile terminal and storage medium Download PDFInfo
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- CN108647048A CN108647048A CN201810474566.6A CN201810474566A CN108647048A CN 108647048 A CN108647048 A CN 108647048A CN 201810474566 A CN201810474566 A CN 201810474566A CN 108647048 A CN108647048 A CN 108647048A
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/44—Arrangements for executing specific programs
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Abstract
The embodiment of the present application discloses a kind of Doze mode regulating methods, device, mobile terminal and storage medium, is related to technical field of mobile terminals.The Doze mode regulating methods are applied to mobile terminal, the method includes：The current state of detection mobile terminal obtains the current scene of mobile terminal when the current state meets preset condition, determines that mobile terminal enters the time span of Doze patterns according to current scene.The use habit that Doze mode regulating methods, device, mobile terminal and storage medium provided by the embodiments of the present application pass through acquisition user, predict that user may use the time range and spatial dimension of mobile terminal, the time that adjustment mobile terminal is waken up promotes user experience.
Description
Technical field
This application involves technical field of mobile terminals, more particularly, to a kind of Doze mode regulating methods, device, shifting
Dynamic terminal and storage medium.
Background technology
Android 6.0 proposes Doze patterns (a kind of low power consumpting state of delay background task operation), mobile terminal
The application program that can stop under Doze patterns in blacklist is serviced using network, to increase using duration and prolonging for mobile terminal
The service life of long battery.But mobile terminal can repeatedly be waken up under Doze patterns at present, and when needing to wake up,
But it is not performed, personal settings is not carried out according to user, user experience is not high.
Invention content
In view of the above problems, present applicant proposes a kind of Doze mode regulating methods, device, mobile terminal and storages to be situated between
Matter, with by the use habit for obtaining user, prediction user may use the time range and spatial dimension of mobile terminal, intelligence
The time that mobile terminal is waken up can be adjusted, user experience is promoted.
In a first aspect, the embodiment of the present application provides a kind of Doze mode regulating methods, it is applied to mobile terminal, the side
Method includes：Detect the current state of the mobile terminal；When the current state meets preset condition, obtain described mobile whole
The current scene at end；Determine that the mobile terminal enters the time span of Doze patterns according to the current scene.
Second aspect, the embodiment of the present application provide a kind of Doze mode tunings device, are applied to mobile terminal, the dress
Set including：Current state detection module, the current state for detecting the mobile terminal；Current scene acquisition module, is used for
When the current state meets preset condition, the current scene of the mobile terminal is obtained；Time span determining module, is used for
Determine that the mobile terminal enters the time span of Doze patterns according to the current scene.
The third aspect, the embodiment of the present application provide a kind of mobile terminal, including touch screen, memory and processor,
The touch screen is couple to the processor, the memory store instruction, when described instruction is by described with the memory
It manages processor when device executes and executes the above method.
Fourth aspect, the embodiment of the present application provide it is a kind of with processor can perform program code it is computer-readable
Take storage medium, said program code that the processor is made to execute the above method.
A kind of Doze mode regulating methods, device, mobile terminal and storage medium provided by the embodiments of the present application, detection
The current state of mobile terminal obtains the current scene of mobile terminal, according to current when the current state meets preset condition
Scene determines that mobile terminal enters the time span of Doze patterns, to which by the use habit for obtaining user, prediction user can
The time range and spatial dimension of mobile terminal, the time that adjustment mobile terminal is waken up can be used to promote user's body
It tests.
These aspects or other aspects of the application can more straightforward in the following description.
Description of the drawings
In order to more clearly explain the technical solutions in the embodiments of the present application, make required in being described below to embodiment
Attached drawing is briefly described, it should be apparent that, the accompanying drawings in the following description is only some embodiments of the present application, for
For those skilled in the art, without creative efforts, it can also be obtained according to these attached drawings other attached
Figure.
Fig. 1 shows the flow diagram for the Doze mode regulating methods that the application first embodiment provides；
Fig. 2 shows the flow diagrams for the Doze mode regulating methods that the application second embodiment provides；
Fig. 3 shows the block schematic illustration of machine learning model provided by the embodiments of the present application；
Fig. 4 shows the flow diagram for the Doze mode regulating methods that the application 3rd embodiment provides；
Fig. 5 shows the module frame chart for the Doze mode tuning devices that the application fourth embodiment provides；
Fig. 6 shows the module frame chart for the Doze mode tuning devices that the 5th embodiment of the application provides；
Fig. 7 shows a kind of structural schematic diagram of mobile terminal provided by the embodiments of the present application；
Fig. 8 shows the block diagram of the mobile terminal for executing the Doze mode regulating methods according to the embodiment of the present application.
Specific implementation mode
Below in conjunction with the attached drawing in the embodiment of the present application, technical solutions in the embodiments of the present application carries out clear, complete
Site preparation describes, it is clear that described embodiments are only a part of embodiments of the present application, instead of all the embodiments.It is based on
Embodiment in the application, those of ordinary skill in the art are obtained all other without creative efforts
Embodiment shall fall in the protection scope of this application.
Android6.0 has newly increased a kind of new power management：Doze patterns.Wherein, the main function of the pattern
It is the service life for extending battery, increases the use duration of the mobile terminal under not charged state.The principle of the technology is：With
Family does not operate equipment and equipment is not connected to power supply for a period of time rear (such as 60 minutes periods), and system will stop in blacklist
Application program is serviced using network.Inventor is by a large amount of the study found that currently, judging whether that it is basis to enter Doze patterns
Mobile terminal turn places the mode still normally placed, and is compared using the time of mobile terminal to determine to be by user
It is no to enter Doze patterns, achieve the purpose that power saving, but this mode is more demanding to the operability of user, actually uses process
Middle user will not take notice of this time place whether be screen downward, can not be used as whether user use mobile terminal in this way
Judgment criteria；Meanwhile this method is customized for the personalization of user, not from true usage scenario, is made
It obtains when mobile terminal is not used and is repeatedly waken up, when needing to wake up execution task, is not performed but.For
The above problem, inventors herein propose the embodiment of the present application provide provide Doze mode regulating methods, device, mobile terminal and
Storage medium, by obtaining the use habit of user, prediction user may use the time range and space model of mobile terminal
It encloses, the time that adjustment mobile terminal is waken up, promotes user experience.Wherein, specific Doze mode regulating methods are rear
It is described in detail in continuous embodiment.
First embodiment
Referring to Fig. 1, Fig. 1 shows the flow diagram of Doze mode regulating methods provided by the embodiments of the present application.Institute
State Doze mode regulating methods for by obtain user use habit, prediction user may using mobile terminal time
Range and spatial dimension, the time that adjustment mobile terminal is waken up promote user experience.In the particular embodiment, institute
Doze mode regulating methods are stated to be applied to Doze mode tunings device 200 as shown in Figure 5 and be configured with the Doze patterns
The mobile terminal (Fig. 7) of regulating device 200.It will illustrate the detailed process of the present embodiment by taking mobile terminal as an example below, certainly,
It should be understood that the mobile terminal that the present embodiment is applied can be smart mobile phone, tablet computer, wearable electronic equipment etc.,
Specific restriction is not done herein.It will be explained in detail below for flow shown in Fig. 3, the Doze mode regulating methods
It can specifically include following steps：
Step S110：Detect the current state of the mobile terminal.
In the present embodiment, the current state of mobile terminal is detected first, wherein the current shape of the mobile terminal
State may include screen state, motion state and plug-in state, respectively to screen state, motion state and plug-in state into
Row detection.Specifically, can be by whether detecting in display module backlight to the detection of screen state as a kind of mode
It opens to be judged, it is possible to understand that, when the backlight in display module is opened, judge that the screen state is bright screen, when
When backlight in display module is closed, judge that the screen state is to put out screen；Alternatively, to the detection of screen state
Can also be to be judged by being detected to screen intensity, wherein mobile terminal pre-sets and is stored with default bright
Degree, the predetermined luminance is for the basis for estimation as screen intensity, when the screen intensity of detection is higher than the predetermined luminance, characterization
The screen state is bright screen, and when screen intensity is less than the predetermined luminance, it is to put out screen to characterize the screen state.
Further, can be detected to sentence by the acceleration to mobile terminal to the detection of motion state
It is disconnected, wherein the acceleration of mobile terminal can be detected by acceleration transducer built in mobile terminal or gyroscope,
It does not limit herein.It should be understood that when detecting mobile terminal, there are the movement shapes for when acceleration, characterizing the mobile terminal
State is movement, and when detecting that acceleration is not present in mobile terminal, the motion state for characterizing the mobile terminal is static.
Further, can be detected to carry out by the charged state to mobile terminal to the detection of plug-in state
Judge, it is possible to understand that, when detecting that mobile terminal is in charged state, the plug-in state for characterizing the mobile terminal is slotting
Electricity, when detecting that mobile terminal is in non-charged state, the plug-in state for characterizing the mobile terminal is non-plug-in.
Step S120：When the current state meets preset condition, the current scene of the mobile terminal is obtained.
In the present embodiment, after obtaining current state, current state is detected and whether judges the current state
Meet preset condition, wherein when meeting preset condition, obtain the current scene of mobile terminal.Specifically, mobile terminal is advance
It is arranged and stores preset condition, the preset condition is for the basis for estimation as current state, as a kind of mode, when current shape
When state includes screen state, motion state and plug-in state, the preset condition be screen state be put out screen, motion state is quiet
Only and plug-in state be non-plug-in, therefore, in the present embodiment, when judge the screen state in the current state for put out shield,
Motion state in current state be static and current state in plug-in state when being non-plug-in, obtain the mobile terminal
Current scene.
Wherein, which may include at least one of current time and current location, you can to include current
Time may include current location, can also include current time and current location, wherein current time may include current
Date and current time, current location can be obtained by the GPS built in mobile terminal.
Step S130：Determine that the mobile terminal enters the time span of Doze patterns according to the current scene.
As an embodiment of the present embodiment, after obtaining current scene, determined based on the current scene mobile whole
End into Doze patterns time span, i.e., after obtaining current time and current location, to current time and current location into
Row comprehensive analysis is to determine that mobile terminal enters the time span of Doze patterns.For example, when user is on Monday to Friday 1:00 AM
To 4:00 AM, mobile terminal is hardly used, then in this period, mobile terminal will not exit Doze entrance
Mintenance window, wherein Mintenance window characterization systems allow using the action for completing to be delayed, herein
Period can use central processing unit (CPU, Central Processing Unit) and network.It is sent to when there is push message
Using user will not perceive；When user in the morning 7 points to 8 points of morning, this period higher using the probability of mobile terminal,
The time interval that mobile terminal is in Doze patterns is shorter, appoints when in Mintenance window, background application can execute
Business.
The Doze mode regulating methods that the application first embodiment provides, detect the current state of mobile terminal, when deserving
When preceding state meets preset condition, the current scene of mobile terminal is obtained, determines that mobile terminal enters Doze according to current scene
The time span of pattern, to which by the use habit for obtaining user, prediction user may use the time model of mobile terminal
It encloses and spatial dimension, the time that adjustment mobile terminal is waken up promotes user experience.
Second embodiment
Referring to Fig. 2, the flow signal of the Doze mode regulating methods provided Fig. 2 shows the application second embodiment
Figure.It will be explained in detail below for flow shown in Fig. 2, shown method can specifically include following steps：
Step S210：Detect screen state, motion state and the plug-in state of mobile terminal.
Step S220：When the screen state is puts out screen, the motion state is that the static and described plug-in state is non-
When plug-in, the current scene of the mobile terminal is obtained.
Wherein, the implementation method of step S210- steps S220 specifically please refers to step S110- step S120, herein no longer
It repeats.
Step S230：The current scene is inputted into machine learning model, the machine learning model is based on convolutional Neural
Network architecture is simultaneously trained acquisition, the multiple scene sample and institute by multiple scene samples and multiple time span samples
Multiple time span samples are stated to correspond.
In the present embodiment, mobile terminal is previously stored with machine learning model, and the machine learning model is defeated for receiving
Enter information and input information is handled, to export output information corresponding with the input information, wherein in the present embodiment
In, after obtaining current scene, the current scene is inputted into pre-stored machine learning model, to pass through the engineering
Model is practised to being based on current scene output time length.
Wherein, which established based on convolutional neural networks framework, after the completion of foundation, then by multiple
Scene sample and multiple time span samples are trained acquisition, it should be noted that in the present embodiment, multiple scene samples
It is corresponded with multiple time span samples, i.e., each scene sample in multiple scene samples corresponds to multiple time span samples
In a time span sample.Specifically, multiple scene samples and multiple time span sample standard deviations can pass through historical data
It obtains.
Referring to Fig. 3, as a kind of mode that can implement, which increases a study clothes in systems
Business, contains input layer (DataCollector) and learning layer (LearningMachine) in the service, wherein：
Input layer：The data that processing sendData is sended over.Data are dispatched to according to typonym corresponding
DataCollecter。
Learning layer：OnTrainingComplete readjustments and getPredictValue after the completion of processing study obtain pre-
Measured data.LearningMachine can facilitate reception number of users by oneself to being registered in interested DataCollector
According to.After Service starts, the learning state for needing heap current is initialized (reading cache data, current learning states), such as
Fruit study, which does not complete, to be continued to learn.
DataCollector：Inside completes the parsing and assembling of bundle data by Handler, avoids binder tune
With obstruction.When data are saved in it is a certain amount of when (configured according to actual demand), notify LearningMachine in observer into
Row update obtains data.Meanwhile it needing data in local cache.
LearningMachine：By in the data buffer storage being collected into local Map, learn need when the data in Map meet
When asking, learning tasks are notified to learn to internal Handler, each LearningMchine possesses the Handler of oneself.
It notifies all clients to learn to complete by Callback readjustments after the completion of study, while learning outcome locally being preserved, it will
It oneself goes to register from DataCollector, no longer receives data.
Client:After the completion of receiving readjustment notice study, sendData need to be terminated and send request, and server-side will not be located
Reason.
Step S240：Obtain the time span that the machine learning model is exported based on the current scene.
Step S250：The current scene is added to the scene sample and obtains current scene sample, and will be described
Time span is added to the time span sample and obtains current interval sample.
In the present embodiment, it after obtaining current interval corresponding with current scene by machine learning model, learns
Acclimatization business meeting continuous collecting enters, exits the user data of Doze patterns, and current scene is added to scene sample and is made jointly
Current scene sample is constituted for scene sample, time span is added to time span sample collectively as time span sample structure
At current interval sample.
Step S260：Based on machine learning mould described in the current scene sample and the current interval Sample Refreshment
Type.
Further, after obtaining current scene sample and current interval sample, based on the current scene sample and
Current interval sample is updated machine learning model, to keep newest user's use habit.It specifically, will be current
Input vector of the scene sample as machine learning model, using current interval sample as the output of machine learning model to
Amount is trained the machine learning model, to update the machine learning model.
The Doze mode regulating methods that the application second embodiment provides detect screen state, the movement shape of mobile terminal
State and plug-in state obtain movement when screen state is puts out screen, motion state is static and plug-in state is non-plug-in
Current scene is inputted machine learning model by the current scene of terminal, which is based on convolutional neural networks framework
And acquisition, multiple scene sample and multiple time spans are trained by multiple scene samples and multiple time span samples
Sample corresponds, and obtains the time span that machine learning model is exported based on current scene, current scene is added to scene
Sample obtains current scene sample, and time span is added to time span sample and obtains current interval sample, base
In current scene sample and current interval Sample Refreshment machine learning model, with by the use habit for obtaining user, and
Predict that user may use the time range and spatial dimension of mobile terminal, adjustment mobile terminal quilt by machine learning
The time of wake-up promotes user experience.
3rd embodiment
Referring to Fig. 4, Fig. 4 shows the flow signal for the Doze mode regulating methods that the application 3rd embodiment provides
Figure.It will be explained in detail below for flow shown in Fig. 4, shown method can specifically include following steps：
Step S310：Detect screen state, motion state and the plug-in state of mobile terminal.
Step S320：When the screen state is puts out screen, the motion state is that the static and described plug-in state is non-
When plug-in, the current scene of the mobile terminal is obtained.
Wherein, the implementation method of step S310- steps S320 specifically please refers to step S110- step S120, herein no longer
It repeats.
Step S330：Detect whether the mobile terminal is in the Doze patterns.
Step S340：When the mobile terminal is not in the Doze patterns, according to current scene determination
Mobile terminal enters the time span of the Doze patterns.
In the present embodiment, after the current scene for obtaining mobile terminal, detect whether mobile terminal is in Doze first
Pattern, wherein when detection judgement mobile terminal is in Doze patterns, then mobile terminal keeps Doze patterns not execute other behaviour
Make；When detection judgement mobile terminal is in non-Doze patterns, then mobile terminal determines that mobile terminal enters according to current scene
The time span of Doze patterns.
Step S350：It controls the mobile terminal and enters the Doze patterns by the time span.
Step S360：When by putting out, screen is switched to bright screen to the screen state, the motion state is switched to movement by static
Or the plug-in state, when being switched to plug-in by non-plug-in, the mobile terminal exits the Doze patterns and enters Mintenance
window。
After obtaining mobile terminal and entering the time span of Doze patterns, then controls mobile terminal and enter by the time span
Doze patterns, it is possible to understand that, at this point, the mobile terminal sleep and suspension.Further, continue to the current of mobile terminal
State is detected, wherein is switched to fortune in bright screen, current state by putting out screen when detecting the screen state in current state
Dynamic state by it is static be switched to mobile or plug-in state plug-in be switched to by non-plug-in when, i.e., when screen state, motion state with
And at least one of plug-in state when being unsatisfactory for preset condition, then mobile terminal exits the Doze patterns and enters
Mintenance window, at this time mobile terminal normal operation.
The Doze mode regulating methods that the application 3rd embodiment provides detect screen state, the movement shape of mobile terminal
State and plug-in state obtain movement when screen state is puts out screen, motion state is static and plug-in state is non-plug-in
The current scene of terminal, whether detection mobile terminal is in Doze patterns, when mobile terminal is not in Doze patterns, according to working as
Preceding scene determines that mobile terminal enters the time span of Doze patterns, and temporally length enters Doze patterns to control mobile terminal,
When screen state by put out screen be switched to bright screen, motion state by it is static be switched to mobile or plug-in state be switched to by non-plug-in it is slotting
When electric, mobile terminal exits Doze patterns and enters Mintenance window, thus the use habit by obtaining user, in advance
The time range and spatial dimension of mobile terminal may be used by surveying user, the time that adjustment mobile terminal is waken up, be carried
Rise user experience.
Fourth embodiment
Referring to Fig. 5, Fig. 5 shows the module frame for the Doze mode tunings device 200 that the application fourth embodiment provides
Figure.It will be illustrated below for block diagram shown in fig. 5, the Doze mode tunings device 200 includes：Current state detects mould
Block 210, current scene acquisition module 220 and time span determining module 230, wherein：
Current state detection module 210, the current state for detecting the mobile terminal.
Current scene acquisition module 220, for when the current state meets preset condition, obtaining the mobile terminal
Current scene.
Time span determining module 230, for determining that the mobile terminal enters Doze patterns according to the current scene
Time span.
5th embodiment
Referring to Fig. 6, Fig. 6 shows the module frame for the Doze mode tunings device 300 that the application fourth embodiment provides
Figure.It will be illustrated below for block diagram shown in fig. 6, the Doze mode tunings device 300 includes：Current state detects mould
Block 310, current scene acquisition module 320, time span determining module 330, current sample acquisition module 340, machine learning mould
Type update module 350, Doze mode control modules 360 and wake-up module 370, wherein：
Current state detection module 310, the current state for detecting the mobile terminal.
Current scene acquisition module 320, for when the current state meets preset condition, obtaining the mobile terminal
Current scene.Further, the current scene acquisition module 320 includes：Current scene acquisition submodule, wherein：
Current scene acquisition submodule, for work as the screen state for put out screen, the motion state be static and institute
State plug-in state be non-plug-in when, obtain the current scene of the mobile terminal.
Time span determining module 330, for determining that the mobile terminal enters Doze patterns according to the current scene
Time span.Further, the time span determining module 330 includes：Current scene input submodule, time span are true
Stator modules, Doze mode detections submodule and the second time span determination sub-module, wherein：
Current scene input submodule, for the current scene to be inputted machine learning model, the machine learning mould
Type is based on convolutional neural networks framework and is trained acquisition by multiple scene samples and multiple time span samples, described more
A scene sample and the multiple time span sample correspond.
First time length determination sub-module is exported based on the current scene for obtaining the machine learning model
The time span.
Doze mode detection submodules, for detecting whether the mobile terminal is in the Doze patterns.
Second time span determination sub-module, for when the mobile terminal is not in the Doze patterns, according to institute
It states current scene and determines that the mobile terminal enters the time span of the Doze patterns.
Current sample acquisition module 340 obtains current scene for the current scene to be added to the scene sample
Sample, and the time span is added to the time span sample and obtains current interval sample.
Machine learning model update module 350, for being based on the current scene sample and the current interval sample
This update machine learning model.
Doze mode control modules 360 enter the Doze moulds for controlling the mobile terminal by the time span
Formula.
Wake-up module 370 is switched to bright screen, the motion state by static switching for working as the screen state by putting out screen
When being switched to plug-in by non-plug-in for the mobile or described plug-in state, the mobile terminal exits the Doze patterns and enters
Mintenance window。
In conclusion a kind of Doze mode regulating methods, device, mobile terminal and storage provided by the embodiments of the present application
Medium detects the current state of mobile terminal, and when the current state meets preset condition, obtain mobile terminal works as front court
Scape determines that mobile terminal enters the time span of Doze patterns according to current scene, thus the use habit by obtaining user,
Predict that user may be using the time range and spatial dimension of mobile terminal, the time that adjustment mobile terminal is waken up,
Promote user experience.
It should be noted that each embodiment in this specification is described in a progressive manner, each embodiment weight
What point illustrated is all the difference with other embodiments, and the same or similar parts between the embodiments can be referred to each other.
For device class embodiment, since it is basically similar to the method embodiment, so fairly simple, the related place ginseng of description
See the part explanation of embodiment of the method.For arbitrary processing mode described in embodiment of the method, in device reality
It applies in example and no longer can be one by one repeated in device embodiment by corresponding processing modules implement.
Referring to Fig. 7, based on above-mentioned Doze mode regulating methods, device, the embodiment of the present application also provides one kind
Mobile terminal 100 comprising electronic body portion 10, the electronic body portion 10 include shell 12 and be arranged on the shell 12
Main display 120.Metal can be used in the shell 12, such as steel, aluminium alloy are made.In the present embodiment, the main display
120 generally include display panel 111, may also comprise for responding the circuit etc. for carrying out touch control operation to the display panel 111.
The display panel 111 can be a liquid crystal display panel (Liquid Crystal Display, LCD), in some implementations
In example, the display panel 111 is a touch screen 109 simultaneously.
Please refer to Fig. 8, in actual application scenarios, the mobile terminal 100 can be used as intelligent mobile phone terminal into
It exercises and uses, the electronic body portion 10 also typically includes one or more (only showing one in figure) processors in this case
102, memory 104, RF (Radio Frequency, radio frequency) module 106, voicefrequency circuit 110, sensor 114, input module
118, power module 122.It will appreciated by the skilled person that structure shown in Fig. 8 is only to illustrate, not to described
The structure in electronic body portion 10 causes to limit.For example, the electronic body portion 10 may also include than shown in Fig. 8 more or more
Few component, or with the configuration different from shown in Fig. 8.
It will appreciated by the skilled person that for the processor 102, all other component belongs to
It is coupled by multiple Peripheral Interfaces 124 between peripheral hardware, the processor 102 and these peripheral hardwares.The Peripheral Interface 124 can
Based on following standard implementation：Universal Asynchronous Receive/sending device (Universal Asynchronous Receiver/
Transmitter, UART), universal input/output (General Purpose Input Output, GPIO), serial peripheral connect
Mouthful (Serial Peripheral Interface, SPI), internal integrated circuit (Inter-Integrated Circuit,
I2C), but it is not limited to above-mentioned standard.In some instances, the Peripheral Interface 124 can only include bus；In other examples
In, the Peripheral Interface 124 may also include other elements, such as one or more controller, such as connecting the display
The display controller of panel 111 or storage control for connecting memory.In addition, these controllers can also be from described
Detached in Peripheral Interface 124, and be integrated in the processor 102 or corresponding peripheral hardware in.
The memory 104 can be used for storing software program and module, and the processor 102 is stored in institute by operation
The software program and module in memory 104 are stated, to perform various functions application and data processing.The memory
104 may include high speed random access memory, may also include nonvolatile memory, and such as one or more magnetic storage device dodges
It deposits or other non-volatile solid state memories.In some instances, the memory 104 can further comprise relative to institute
The remotely located memory of processor 102 is stated, these remote memories can pass through network connection to the electronic body portion 10
Or the main display 120.The example of above-mentioned network includes but not limited to internet, intranet, LAN, mobile communication
Net and combinations thereof.
The RF modules 106 are used to receive and transmit electromagnetic wave, realize the mutual conversion of electromagnetic wave and electric signal, to
It is communicated with communication network or miscellaneous equipment.The RF modules 106 may include various existing for executing these functions
Circuit element, for example, antenna, RF transceiver, digital signal processor, encryption/deciphering chip, subscriber identity module
(SIM) card, memory etc..The RF modules 106 can be carried out with various networks such as internet, intranet, wireless network
Communication is communicated by wireless network and miscellaneous equipment.Above-mentioned wireless network may include cellular telephone networks, wireless
LAN or Metropolitan Area Network (MAN).Above-mentioned wireless network can use various communication standards, agreement and technology, including but not limited to
Global system for mobile communications (Global System for Mobile Communication, GSM), enhanced mobile communication skill
Art (Enhanced Data GSM Environment, EDGE), Wideband CDMA Technology (wideband code
Division multiple access, W-CDMA), Code Division Multiple Access (Code division access, CDMA), time-division
Multiple access technology (time division multiple access, TDMA), adopting wireless fidelity technology (Wireless, Fidelity,
WiFi) (such as American Institute of Electrical and Electronics Engineers's standard IEEE 802.10A, IEEE802.11b, IEEE802.11g and/or
IEEE 802.11n), the networking telephone (Voice over internet protocal, VoIP), worldwide interoperability for microwave accesses
It is (Worldwide Interoperability for Microwave Access, Wi-Max), other for mail, Instant Messenger
Agreement and any other suitable communications protocol of news and short message, or even may include that those are not developed currently yet
Agreement.
Voicefrequency circuit 110, receiver 101, sound jack 103, microphone 105 provide user and the electronic body portion jointly
Audio interface between 10 or described main displays 120.Specifically, the voicefrequency circuit 110 receives from the processor 102
Voice data is converted to electric signal by voice data, by electric signal transmission to the receiver 101.The receiver 101 is by electric signal
Be converted to the sound wave that human ear can be heard.The voicefrequency circuit 110 receives electric signal also from the microphone 105, by electric signal
Voice data is converted to, and gives the processor 102 to be further processed data transmission in network telephony.Audio data can be with
It is obtained from the memory 104 or by the RF modules 106.In addition, audio data can also be stored to the storage
It is sent in device 104 or by the RF modules 106.
The setting of the sensor 114 is in the electronic body portion 10 or in the main display 120, the sensor
114 example includes but is not limited to：Optical sensor, operation sensor, pressure sensor, gravity accelerometer and
Other sensors.
Specifically, the sensor 114 may include light sensor 114F, pressure sensor 114G.Wherein, pressure sensing
Device 114G can detect the sensor by pressing the pressure generated in mobile terminal 100.That is, pressure sensor 114G detection by with
The pressure that contact between family and mobile terminal or pressing generate, for example, by between the ear and mobile terminal of user contact or
Press the pressure generated.Therefore, whether pressure sensor 114G may be used to determine occurs between user and mobile terminal 100
Contact or the size of pressing and pressure.
Referring to Fig. 8, specifically in the embodiment shown in fig. 8, the light sensor 114F and the pressure
Sensor 114G is arranged adjacent to the display panel 111.The light sensor 114F can have object close to the main display
When shielding 120, such as when the electronic body portion 10 is moved in one's ear, the processor 102 closes display output.
As a kind of motion sensor, gravity accelerometer can detect in all directions (generally three axis) and accelerate
The size of degree can detect that size and the direction of gravity, can be used to identify the application of 100 posture of the mobile terminal when static
(such as horizontal/vertical screen switching, dependent game, magnetometer pose calibrating), Vibration identification correlation function (such as pedometer, percussion) etc..
In addition, the electronic body portion 10 can also configure other sensors such as gyroscope, barometer, hygrometer, thermometer, herein no longer
It repeats,
In the present embodiment, the input module 118 may include being arranged the touch screen on the main display 120
109, the touch screen 109 collect user on it or neighbouring touch operation (for example user is any using finger, stylus etc.
Operation of the suitable object or attachment on the touch screen 109 or near the touch screen 109), and according to presetting
The corresponding attachment device of driven by program.Optionally, the touch screen 109 may include touch detecting apparatus and touch controller.
Wherein, the touch orientation of the touch detecting apparatus detection user, and the signal that touch operation is brought is detected, it transmits a signal to
The touch controller；The touch controller receives touch information from the touch detecting apparatus, and by the touch information
It is converted into contact coordinate, then gives the processor 102, and order that the processor 102 is sent can be received and executed.
Furthermore, it is possible to realize touching for the touch screen 109 using multiple types such as resistance-type, condenser type, infrared ray and surface acoustic waves
Touch detection function.In addition to the touch screen 109, in other change embodiments, the input module 118 can also include it
Its input equipment, such as button 107.The button 107 for example may include the character keys for inputting character, and for triggering
The control button of control function.The example of the control button includes " returning to main screen " button, on/off button etc..
The information and the electronics that the main display 120 is used to show information input by user, is supplied to user
The various graphical user interface of body part 10, these graphical user interface can by figure, text, icon, number, video and its
Arbitrary to combine to constitute, in an example, the touch screen 109 may be disposed on the display panel 111 thus with described
Display panel 111 constitutes an entirety.
The power module 122 is used to provide supply of electric power to the processor 102 and other each components.Specifically,
The power module 122 may include power-supply management system, one or more power supply (such as battery or alternating current), charging circuit,
Power-fail detection circuit, inverter, indicator of the power supply status and it is other arbitrarily with the electronic body portion 10 or the master
The generation, management of electric power and the relevant component of distribution in display screen 120.
The mobile terminal 100 further includes locator 119, and the locator 119 is for determining 100 institute of the mobile terminal
The physical location at place.In the present embodiment, the locator 119 realizes the positioning of the mobile terminal 100 using positioning service,
The positioning service, it should be understood that the location information of the mobile terminal 100 is obtained by specific location technology (as passed through
Latitude coordinate), it is marked on the electronic map by the technology of the position of positioning object or service.
It should be understood that above-mentioned mobile terminal 100 is not limited to intelligent mobile phone terminal, should refer to can move
The computer equipment used in dynamic.Specifically, mobile terminal 100, refers to the mobile computer for being equipped with intelligent operating system
Equipment, mobile terminal 100 include but not limited to smart mobile phone, smartwatch, tablet computer, etc..
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show
The description of example " or " some examples " etc. means specific features, structure, material or spy described in conjunction with this embodiment or example
Point is contained at least one embodiment or example of the application.In the present specification, schematic expression of the above terms are not
It must be directed to identical embodiment or example.Moreover, particular features, structures, materials, or characteristics described can be in office
It can be combined in any suitable manner in one or more embodiments or example.In addition, without conflicting with each other, the skill of this field
Art personnel can tie the feature of different embodiments or examples described in this specification and different embodiments or examples
It closes and combines.
In addition, term " first ", " second " are used for description purposes only, it is not understood to indicate or imply relative importance
Or implicitly indicate the quantity of indicated technical characteristic.Define " first " as a result, the feature of " second " can be expressed or
Implicitly include at least one this feature.In the description of the present application, the meaning of " plurality " is at least two, such as two, three
It is a etc., unless otherwise specifically defined.
Any process or the method description described in other ways in flow chart or herein is construed as, and expression includes
It is one or more for realizing specific logical function or process the step of executable instruction code module, segment or portion
Point, and the range of the preferred embodiment of the application includes other realization, wherein can not press shown or discuss suitable
Sequence, include according to involved function by it is basic simultaneously in the way of or in the opposite order, to execute function, this should be by the application
Embodiment person of ordinary skill in the field understood.
The logic and/or step for indicating or describing in other ways herein in flow charts, for example, being considered use
In the order list for the executable instruction for realizing logic function, may be embodied in any computer-readable medium, for
(system of such as computer based system including processor other can be held from instruction for instruction execution system, device or equipment
The instruction fetch of row system, device or equipment and the system executed instruction) it uses, or combine these instruction execution systems, device or set
It is standby and use.For the purpose of this specification, " computer-readable medium " can any can be included, store, communicating, propagating or passing
Defeated program is for instruction execution system, device or equipment or the dress used in conjunction with these instruction execution systems, device or equipment
It sets.The more specific example (non-exhaustive list) of computer-readable medium includes following：Electricity with one or more wiring
Interconnecting piece (mobile terminal), portable computer diskette box (magnetic device), random access memory (RAM), read-only memory
(ROM), erasable edit read-only storage (EPROM or flash memory), fiber device and portable optic disk is read-only deposits
Reservoir (CDROM).In addition, computer-readable medium can even is that the paper that can print described program on it or other suitable
Medium, because can be for example by carrying out optical scanner to paper or other media, then into edlin, interpretation or when necessary with it
Its suitable method is handled electronically to obtain described program, is then stored in computer storage.
It should be appreciated that each section of the application can be realized with hardware, software, firmware or combination thereof.Above-mentioned
In embodiment, software that multiple steps or method can in memory and by suitable instruction execution system be executed with storage
Or firmware is realized.It, and in another embodiment, can be under well known in the art for example, if realized with hardware
Any one of row technology or their combination are realized：With the logic gates for realizing logic function to data-signal
Discrete logic, with suitable combinational logic gate circuit application-specific integrated circuit, programmable gate array (PGA), scene
Programmable gate array (FPGA) etc..
Those skilled in the art are appreciated that realize all or part of step that above-described embodiment method carries
Suddenly it is that relevant hardware can be instructed to complete by program, the program can be stored in a kind of computer-readable storage medium
In matter, which includes the steps that one or a combination set of embodiment of the method when being executed.In addition, in each embodiment of the application
In each functional unit can be integrated in a processing module, can also be that each unit physically exists alone, can also two
A or more than two units are integrated in a module.The form that hardware had both may be used in above-mentioned integrated module is realized, also may be used
It is realized in the form of using software function module.If the integrated module realized in the form of software function module and as
Independent product sale in use, can also be stored in a computer read/write memory medium.
Storage medium mentioned above can be read-only memory, disk or CD etc..Although having been shown and retouching above
Embodiments herein is stated, it is to be understood that above-described embodiment is exemplary, and should not be understood as the limit to the application
System, those skilled in the art can be changed above-described embodiment, change, replace and become within the scope of application
Type.
Finally it should be noted that：Above example is only to illustrate the technical solution of the application, rather than its limitations；Although
The application is described in detail with reference to the foregoing embodiments, those skilled in the art are when understanding：It still can be with
Technical scheme described in the above embodiments is modified or equivalent replacement of some of the technical features；And
These modifications or replacements, do not drive corresponding technical solution essence be detached from each embodiment technical solution of the application spirit and
Range.
Claims (10)
1. a kind of Doze mode regulating methods, which is characterized in that it is applied to mobile terminal, the method includes：
Detect the current state of the mobile terminal；
When the current state meets preset condition, the current scene of the mobile terminal is obtained；
Determine that the mobile terminal enters the time span of Doze patterns according to the current scene.
2. according to the method described in claim 1, it is characterized in that, described determine the mobile terminal according to the current scene
Into the time span of Doze patterns, including：
The current scene is inputted into machine learning model, the machine learning model is based on convolutional neural networks framework and passes through
Multiple scene samples and multiple time span samples are trained acquisition, the multiple scene sample and the multiple time span
Sample corresponds；
Obtain the time span that the machine learning model is exported based on the current scene.
3. according to the method described in claim 2, it is characterized in that, described determine the mobile terminal according to the current scene
Into after the time span of Doze patterns, further include：
The current scene is added to the scene sample and obtains current scene sample, and the time span is added to
The time span sample obtains current interval sample；
Based on machine learning model described in the current scene sample and the current interval Sample Refreshment.
4. according to the method described in claim 1, it is characterized in that, the current state include screen state, motion state with
And plug-in state, it is described when the current state meets preset condition, the current scene of the mobile terminal is obtained, including：
When the screen state be put out screen, the motion state to be the static and described plug-in state be non-plug-in when, acquisition institute
State the current scene of mobile terminal.
5. according to the method described in claim 4, it is characterized in that, described determine the mobile terminal according to the current scene
Into after the time span of Doze patterns, further include：
It controls the mobile terminal and enters the Doze patterns by the time span；
When by putting out, screen is switched to bright screen to the screen state, the motion state is switched to the mobile or described plug-in state by static
When being switched to plug-in by non-plug-in, the mobile terminal exits the Doze patterns and enters Mintenance window.
6. according to the method described in claim 1, it is characterized in that, described determine the mobile terminal according to the current scene
Into the time span of Doze patterns, including：
Detect whether the mobile terminal is in the Doze patterns；
When the mobile terminal is not in the Doze patterns, determine that the mobile terminal enters institute according to the current scene
State the time span of Doze patterns.
7. according to the method described in claim 1 to 6 any one, which is characterized in that the current scene includes current time
At least one of with current location.
8. a kind of Doze mode tunings device, which is characterized in that be applied to mobile terminal, described device includes：
Current state detection module, the current state for detecting the mobile terminal；
Current scene acquisition module, for when the current state meets preset condition, obtaining the current of the mobile terminal
Scene；
Time span determining module, for according to the current scene determine the mobile terminal enter Doze patterns time it is long
Degree.
9. a kind of mobile terminal, which is characterized in that including touch screen, memory and processor, the touch screen is deposited with described
Reservoir is couple to the processor, the memory store instruction, the when executed by the processor processing
Device executes such as claim 1-7 any one of them methods.
10. a kind of computer read/write memory medium for the program code that can perform with processor, which is characterized in that the journey
Sequence code makes the processor execute such as claim 1-7 any one of them methods.
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| CN201810474566.6A CN108647048A (en) | 2018-05-17 | 2018-05-17 | Doze mode regulating methods, device, mobile terminal and storage medium |
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| CN201810474566.6A CN108647048A (en) | 2018-05-17 | 2018-05-17 | Doze mode regulating methods, device, mobile terminal and storage medium |
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