CN110121205A - A kind of control method and terminal device of terminal device - Google Patents
A kind of control method and terminal device of terminal device Download PDFInfo
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- CN110121205A CN110121205A CN201910363052.8A CN201910363052A CN110121205A CN 110121205 A CN110121205 A CN 110121205A CN 201910363052 A CN201910363052 A CN 201910363052A CN 110121205 A CN110121205 A CN 110121205A
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- terminal device
- network
- preset
- cell
- prediction
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W52/00—Power management, e.g. TPC [Transmission Power Control], power saving or power classes
- H04W52/02—Power saving arrangements
- H04W52/0209—Power saving arrangements in terminal devices
- H04W52/0225—Power saving arrangements in terminal devices using monitoring of external events, e.g. the presence of a signal
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W88/00—Devices specially adapted for wireless communication networks, e.g. terminals, base stations or access point devices
- H04W88/02—Terminal devices
- H04W88/06—Terminal devices adapted for operation in multiple networks or having at least two operational modes, e.g. multi-mode terminals
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D30/00—Reducing energy consumption in communication networks
- Y02D30/70—Reducing energy consumption in communication networks in wireless communication networks
Abstract
The present invention provides the control method and terminal device of a kind of terminal device, and wherein method includes: the cell information for obtaining the first community of the terminal device, wherein the first community includes at least the serving cell of the terminal device;According to the cell information and preset model, the network environment of the terminal device is predicted;There is no in the case where the target network for meeting the first preset condition in the network environment of the terminal device of the prediction, stop search the target network.In this way, stop search the target network, can be effectively reduced the power consumption of terminal device there is no when the target network for meeting the first preset condition in the network environment of prediction.
Description
Technical field
The present invention relates to the control methods and terminal device of field of communication technology more particularly to a kind of terminal device.
Background technique
With the continuous development of mobile communication technology, terminal device may support the network in different generations simultaneously, allow terminal
Equipment switches between different generation networks.Network environment and difference of the terminal device according to locating for it are between network
Priority is accessed, and the priority of new generation network is usually above its previous generation network.For example, terminal device can be preferential
The latest generation network for accessing its support then accesses other generation networks in the latest generation network coverage supported without it.
In the prior art, when the network of terminal device access is not the network of its highest priority supported, the end
End equipment can the corresponding modem of the always on higher network of priority, and/or can search for always than being currently accessed
The higher network of network priority is so easy to cause terminal device power consumption larger.
As it can be seen that in the prior art, the web search mode of terminal device is easy to cause the power consumption of terminal device higher.
Summary of the invention
The embodiment of the present invention provides the control method and terminal device of a kind of terminal device, to solve terminal in the prior art
The web search mode of equipment is easy to cause the higher problem of the power consumption of terminal device.
In order to solve the above-mentioned technical problem, the present invention is implemented as follows:
In a first aspect, it is applied to terminal device the embodiment of the invention provides a kind of control method of terminal device, it is described
Method includes:
Obtain the cell information of the first community of the terminal device, wherein the first community includes at least the end
The serving cell of end equipment;
According to the cell information and preset model, the network environment of the terminal device is predicted;
There is no the target networks for meeting the first preset condition in the network environment of the terminal device of the prediction
In the case where, stop search the target network.
Second aspect, the embodiment of the invention provides a kind of terminal device, the terminal device includes:
Obtain module, the cell information of the first community for obtaining the terminal device, wherein the first community is extremely
It less include the serving cell of the terminal device;
Prediction module, for predicting the network environment of the terminal device according to the cell information and preset model;
First control module, for pre- there is no meeting first in the network environment of the terminal device of the prediction
If in the case where the target network of condition, stop search the target network.
The third aspect, the embodiment of the invention provides another terminal device, including processor, memory is stored in institute
The computer program that can be run on memory and on the processor is stated, when the computer program is executed by the processor
The step of realizing the control method of above-mentioned terminal device.
Fourth aspect, the embodiment of the invention provides a kind of computer readable storage medium, the computer-readable storage
Computer program is stored on medium, the computer program realizes the control method of above-mentioned terminal device when being executed by processor
The step of.
In the embodiment of the present invention, the control method of the terminal device obtains the cell of the first community of the terminal device
Information, wherein the first community includes at least the serving cell of the terminal device;According to the cell information and default mould
Type predicts the network environment of the terminal device;There is no meet in the network environment of the terminal device of the prediction
In the case where the target network of first preset condition, stop search the target network.In this way, in the network environment of prediction not
When in the presence of the target network for meeting the first preset condition, stop search the target network, can be effectively reduced terminal device
Power consumption.
Detailed description of the invention
In order to illustrate the technical solution of the embodiments of the present invention more clearly, needed in being described below to the embodiment of the present invention
Attached drawing to be used is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the invention,
For those of ordinary skill in the art, without any creative labor, it can also obtain according to these attached drawings
Take other attached drawings.
Fig. 1 is one of the flow chart of control method of terminal device provided in an embodiment of the present invention;
Fig. 2 is the two of the flow chart of the control method of terminal device provided in an embodiment of the present invention;
Fig. 3 is one of the structure chart of terminal device provided in an embodiment of the present invention;
Fig. 4 is the two of the structure chart of terminal device provided in an embodiment of the present invention;
Fig. 5 is the three of the structure chart of terminal device provided in an embodiment of the present invention;
Fig. 6 is the four of the structure chart of terminal device provided in an embodiment of the present invention;
Fig. 7 is the five of the structure chart of terminal device provided in an embodiment of the present invention;
Fig. 8 is the six of the structure chart of terminal device provided in an embodiment of the present invention;
Fig. 9 is the hardware structural diagram of terminal device provided in an embodiment of the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are some of the embodiments of the present invention, instead of all the embodiments.Based on this hair
Embodiment in bright, those of ordinary skill in the art's acquired every other implementation without creative efforts
Example, shall fall within the protection scope of the present invention.
It is one of the flow chart of control method of terminal device provided in an embodiment of the present invention, the end referring to Fig. 1, Fig. 1
The control method of end equipment is applied to terminal device, as shown in Figure 1, comprising the following steps:
The cell information of step 101, the first community of the acquisition terminal device, wherein the first community is at least wrapped
Include the serving cell of the terminal device.
In the step, the terminal device obtains the cell information of the first community of the terminal device, and described first is small
Area includes at least the serving cell of the terminal device, and in some embodiments of the invention, the first community can also include institute
State the adjacent cell of terminal device.The cell information includes at least the cell identification code, and further, the cell information is also
It may include cell serves quality.
Step 102, according to the cell information and preset model, predict the network environment of the terminal device.
In the step, the terminal device predicts the net of the terminal device according to the cell information and preset model
Network environment, the preset model can be default AI (ArtificialIntelligence, artificial intelligence) model.The terminal
Equipment can be predicted in the network environment of the terminal device with the presence or absence of the target network for meeting the first preset condition.
The target network for meeting the first preset condition can be higher than the terminal device for access priority and currently connect
Enter the network of network.Specifically, when the terminal device that the terminal device is support target network, but the terminal device is current
When the network of connection is first network, wherein the first network is the generation network prior to the target network, the terminal
Equipment can predict whether the terminal device will enter the environment of target network covering.For example, for supporting
For the terminal device of 4G (fourth generation mobile communication technology) network, when the network that terminal device currently connects is the 2G (second generation
Mobile communication technology) or when 3G (3rd generation mobile communication technology) network, the terminal device can predict that the terminal is set
The standby environment that whether will enter the 4G network coverage.
The target network for meeting the first preset condition may include the first object that duration is greater than preset duration
Network, such as duration are greater than 5G (the 5th third-generation mobile communication technology) network of preset duration.For example, when the terminal
When equipment supports 5G network, the terminal device can be predicted in the network environment of the terminal device with the presence or absence of duration
Greater than the 5G network of preset duration.
In some embodiments of the invention, before the step 102, the terminal device can also first judge the terminal
Whether the serving cell of equipment is that default cell is executed in the case where the serving cell of the terminal device is default cell
The step 102.
Step 103, there is no meet the first preset condition in the network environment of the terminal device of the prediction
In the case where target network, stop search the target network.
In the step, there is no meet the first preset condition in the network environment of the terminal device of the prediction
In the case where target network, stop search the target network.Specifically, when the target network for meeting the first preset condition
When being higher than the network of the terminal device present access network for access priority, such as when 4G network, in the institute of the prediction
It states in the network environment of terminal device there is no in the case where 4G network, the terminal device stops search 4G network, such energy
Enough reduce the power consumption of terminal device.
When the target network for meeting the first preset condition is the first object network that duration is greater than preset duration
When, for example, duration be greater than preset duration 5G network when, be not present in the network environment of the terminal device of the prediction
In the case that duration is greater than the 5G network of preset duration, the terminal device stops search 5G network, in such manner, it is possible to reduce
The power consumption of terminal device.It is understood that mutual for 5G modem (modem) and other network modems
Independent terminal device, the stop search mode of 5G network of the terminal device can specifically include and close the terminal device
5G modem.
In the embodiment of the present invention, above-mentioned terminal device can be mobile terminal device, such as: mobile phone, tablet computer
(Tablet Personal Computer), laptop computer (Laptop Computer), personal digital assistant (personal
Digital assistant, abbreviation PDA), mobile Internet access device (Mobile Internet Device, MID) or wearable
Equipment (Wearable Device), digital camera etc.;It is also possible to fixed terminal equipment, such as computer etc..
In the present embodiment, the control method of the terminal device obtains the cell letter of the first community of the terminal device
Breath, wherein the first community includes at least the serving cell of the terminal device;According to the cell information and default mould
Type predicts the network environment of the terminal device;There is no meet in the network environment of the terminal device of the prediction
In the case where the target network of first preset condition, stop search the target network.In this way, in the network environment of prediction not
When in the presence of the target network for meeting the first preset condition, stop search the target network, can be effectively reduced terminal device
Power consumption.
Optionally, before the cell information of the first community for obtaining the terminal device, the method also includes:
Collect the multiple groups training data of the terminal device, wherein every group of training data includes at least the terminal device
First community cell information and the terminal device network service status information;
Multiple groups training data importing model is trained, the preset model is obtained.
In the present embodiment, before obtaining the cell information of first community of the terminal device, the terminal device can
It is trained with collecting data, obtains the preset model.Specifically, the terminal device can collect the terminal device
Then multiple groups training data importing model is trained, obtains the preset model by multiple groups training data.Every group of training
Data include at least the cell information of the first community of the terminal device and the network service state letter of the terminal device
Breath.
The multiple groups training data can be imported AI model and is trained by the terminal device, and the AI model can be
There are the AI models of sequential relationship, such as LSTM (Long Short-Term Memory, shot and long term memory network) for training data.
In some embodiments of the invention, the accuracy of the preset model is greater than default accuracy and was specifically training
Cheng Zhong, the terminal device can assess the accuracy of the preset model, if the accuracy of the preset model is greater than described
Default accuracy, then can use preset model and predicted;On the contrary, if the accuracy of the preset model is no more than described
Default accuracy can continue to collect training data, and the training of collection is imported model and continues to train, until what is obtained
Until accuracy is greater than the preset model of the default accuracy.
It is understood that since the change of network deployed environment will affect prediction result, in some embodiments of the invention,
The terminal device can assess the probability of miscarriage of justice of the preset model after the network environment for predicting the terminal device, and
In the case where the probability of miscarriage of justice of the preset model is greater than default probability of miscarriage of justice, training data is collected again, and by collection
Training imports model and re-starts training.In such manner, it is possible to effectively improve the accuracy of prediction result.
Optionally, every group of training data includes N training data, wherein every training data includes the terminal device
First community cell information and the terminal device network service status information;
The N training data includes that the terminal device receives N1 training data before preset configuration information,
And the terminal device receives N2 training data after the preset configuration information, wherein N, N1, N2 are positive whole
Number, N=N1+N2.
In the present embodiment, every group of training data includes N training data, wherein every training data includes the terminal
The network service status information of the cell information of the first community of equipment and the terminal device.Specifically, the terminal is set
It is standby to can detecte whether receive preset configuration information, if receiving the preset configuration information, can collect receive it is default
N1 training data before configuration information, and N2 training data after the preset configuration information is received as one
Group training data.In some embodiments of the invention, it is slow that the round-robin queue that window (window) is N can be used in the terminal device
Deposit each group of training data.
It is the first object net that duration is greater than preset duration for the target network for meeting the first preset condition
In the case where network, the terminal device can only collect the data for receiving front and back a period of time of preset configuration information as instruction
Practice data, significant training data is accurately collected in realization.
For example, when the first object network is 5G network, the preset configuration information can be EN-DC (E-
UTRA New Radio Dual Connectivity, refers to 4G wireless access network and the dual link of 5G) configuration information, the EN-
DC configuration information is sent from network side equipment to the terminal device.Specifically, the terminal device collection receives the EN-
N1 training data before DC configuration information and N2 training data after the EN-DC configuration information is received, as one group
Training data.
When the first object network is 5G network, the network service status information of the terminal device can be used for referring to
Show whether the terminal device uses 5G network to service.Specifically, can be used first identifier code instruction the service of 5G network, second
Identification code indicates other network services.
It should be noted that the terminal device can collect training data time reach preset time when, and/or
When the group number for collecting training data reaches preset quantity, the training data of collection is imported into model and is trained.The present invention one
In a little embodiments, every training data can also include the corresponding temporal information of this training data.
Optionally, the cell information includes at least cell identification code.
In the present embodiment, the cell information includes at least cell identification code, such as CGI (Cell Global
Identifier, Cell Global Identification).In some embodiments of the invention, the cell information can also include cell serves
Quality.
Optionally, the first community further includes the adjacent cell of the terminal device, and the cell information further includes cell
Service quality.
In the present embodiment, the first community can also include the adjacent cell of the terminal device, and the cell information is also
It may include cell serves quality.The cell serves quality may include RSRP (Reference Signal Receiving
Power, Reference Signal Received Power) and/or RSRQ (Reference Signal Receiving Quality, reference signal
The quality of reception).
Optionally, described according to the cell information and preset model, before the network environment for predicting the terminal device,
The method also includes:
Whether the serving cell for judging the terminal device is default cell;
It is described according to the cell information and preset model, predict the network environment of the terminal device, comprising:
In the case where the serving cell of the terminal device is default cell, according to the cell information and default mould
Type predicts the network environment of the terminal device.
In the present embodiment, before the step 102, the terminal device can also first judge the clothes of the terminal device
Whether business cell is that default cell executes the step in the case where the serving cell of the terminal device is default cell
102。
The default cell can be the serving cell of the access of terminal device described in the daily motion track of user
Think that the terminal device access number is greater than the serving cell of preset times.It is understood that only in the terminal device
Serving cell be default cell in the case where, the terminal device more rapidly and accurately could be predicted according to preset model
Network environment.The terminal device predicts the network environment of the terminal device in the case where serving cell is default cell,
It can be improved the accuracy rate of prediction, moreover it is possible to avoid the terminal device from carrying out meaningless prediction, to reduce terminal device
Power consumption.
Specifically, the terminal device judges whether the serving cell of the terminal device is default cell by CGI, i.e.,
May determine that whether the CGI of the serving cell of the terminal device is default CGI (CGI of default cell).
Optionally, described according to the cell information and preset model, after the network environment for predicting the terminal device,
The method also includes:
There is the target network for meeting first preset condition in the network environment of the terminal device of the prediction
In the case where network, start to search for the target network.
In the present embodiment, exists in the network environment of the terminal device of the prediction and meet the described first default item
In the case where the target network of part, start to search for the target network, in such manner, it is possible in the network for predicting the terminal device
In the case where there is the target network for meeting first preset condition in environment, the target network, Neng Gouyou are searched in advance
Effect prevents terminal device from residing in the network being currently accessed for a long time.Meet described first in entrance moreover it is possible to avoid the occurrence of
When the target network of preset condition, the terminal device misses target web service due to having little time to access the target network
The case where.
For example, when the target network for meeting first preset condition is 4G network, in the prediction
There are in the case where 4G network in the network environment of the terminal device, the terminal device starts to search for 4G network, in this way, energy
Enough prevent the terminal device from still residing in 2G or 3G network for a long time after entering the environment for having 4G network.
When the target network for meeting first preset condition is the 5G network that duration is greater than preset duration,
In the network environment of the terminal device of the prediction there are duration be greater than preset duration 5G network in the case where,
The terminal device starts to search for 5G network.For 5G modem and the mutually independent terminal of other network modems
Equipment, the mode that the terminal device starts to search for 5G network can specifically include the 5G modulation /demodulation for opening the terminal device
Device.
Referring to fig. 2, Fig. 2 is the two of the flow chart of the control method of terminal device provided in an embodiment of the present invention, the side
Method is applied to terminal device, and the present embodiment and the main distinction of last embodiment are meeting the first preset condition in this present embodiment
Target network specifically include duration be greater than preset duration first object network, as shown in Figure 2, comprising the following steps:
The cell information of step 201, the first community of the acquisition terminal device, wherein the first community is at least wrapped
Include the serving cell of the terminal device.
Step 202, according to the cell information and preset model, predict the network environment of the terminal device
The step 201 and step 202 are identical as present invention step 101 shown in FIG. 1 and step 102, no longer superfluous herein
It states.
Step 203, when being greater than default there is no duration in the network environment of the terminal device of the prediction
In the case where long first object network, the corresponding modem of the first object network is closed.
In the present embodiment, the target network for meeting the first preset condition includes that duration is greater than preset duration
One target network, in the step, in the network environment of the terminal device of the prediction there is no duration be greater than it is pre-
If in the case where the first object network of duration, closing the corresponding modem of the first object network.
Step 204, there are durations to be greater than preset duration in the network environment of the terminal device of the prediction
First object network in the case where, open the corresponding modem of the first object network.
In the step, there are durations to be greater than preset duration in the network environment of the terminal device of the prediction
First object network in the case where, open the corresponding modem of the first object network.
Below by the first object network be 5G network for the present embodiment is described in detail, but not as
Limit.
For the spectral characteristic of cost consideration and 5G technology, initial stage, only partial mulching, distribution also compare zero to 5G network
Star, in current 5G terminal device, 5G modem and the modem of other networks are mutually indepedent, since 5G technology is multiple
Miscellaneous degree is higher, and power consumption is larger when opening 5G modem.
EN-DC is the dual link of 4G wireless access network and 5G network, and in the dual link, data surface radio bearer can be by
MeNB (macro base station) or SeNB (prothetic group station) are independently serviced, and can also be serviced simultaneously by MeNB and SeNB.Only by MeNB
Referred to as MCG (Master Cell Group, main plot group) is carried when service, referred to as SCG (Secondary when only being serviced by SeNB
Cell Group, secondary cell group) carrying, while by being known as separation carrying when MeNB and SeNB service.In the embodiment of the present invention,
SCG is configured by 5G, i.e., carries out main control process in LTE (Long Term Evolution, long term evolution) cell, pass through 5G
Secondary cell group raises speed, to reach the high speed low time delay effect of 5G.Although access is the main plot LTE, the spy of 5G is supported
Property, this kind of LTE cell can be used as 5G cell, such cell be referred to as EN-DC cell hereinafter.
The identification method of EN-DC cell can be by network side equipment in (the System Information of system information 2
2) EN-DC in supports information to determine.The mode of 5G secondary cell group is configured under connected state are as follows: in handling capacity or the demand of time delay
Under, matched by RRC (Radio Resource Control, wireless heterogeneous networks) reallocation message of LTE cell for terminal device
Set the secondary cell group of a 5G.
However, if user of short duration can use 5G to service when moving, but opening 5G since 5G network coverage is fragmentary
Modem can consume a large amount of electricity.In addition, terminal device does not receive the EN- of network side equipment transmission in LTE cell
DC supports information, but the order of 5G cell measurement or the EN-DC configuration information of network side equipment transmission are received in connected state,
Terminal device can be because have little time to open 5G modem progress 5G cell measurement and miss EN-DC service.
In the embodiment provided through the invention, the network environment in terminal device future is predicted, in the institute of prediction
It states in the network environment of terminal device there are when the 5G network that duration is greater than preset duration, opens 5G modem;?
There is no when the 5G network that duration is greater than preset duration in the network environment of the terminal device of prediction, 5G modulation is closed
Demodulator.
In this way, closing 5G modem there are 5G network but of short duration duration, reduce terminal device
Power consumption;In the case where prediction is there are 5G network and duration is greater than preset duration, 5G modem is opened, is avoided
There is terminal device and opens the case where missing EN-DC service due to 5G modem carries out 5G cell measurement because having little time.
In the present embodiment, the control method of the terminal device obtains the cell letter of the first community of the terminal device
Breath, wherein the first community includes at least the serving cell of the terminal device;According to the cell information and default mould
Type predicts the network environment of the terminal device;There is no continue in the network environment of the terminal device of the prediction
In the case that duration is greater than the first object network of preset duration, the corresponding modem of the first object network is closed;
It is greater than the first object network of preset duration there are duration in the network environment of the terminal device of the prediction
In the case of, open the corresponding modem of the first object network.In this way, there is no continue in the network environment of prediction
When duration is greater than the first object network of preset duration, the corresponding modem of the first object network is closed, reduces institute
The power consumption of the corresponding modem of first object network is stated, so as to which the power consumption of terminal device is effectively reduced.
Optionally, described when being greater than default there are duration in the network environment of the terminal device of the prediction
In the case where long first object network, before opening the corresponding modem of the first object network, the method is also
Include:
Judge whether the terminal device meets the second preset condition, second preset condition includes the terminal device
Electricity be higher than mobile network's transmission rate of preset threshold and/or the terminal device and be less than scheduled rate;
It is described that there are that duration is greater than preset duration in the network environment of the terminal device of the prediction
In the case where one target network, the corresponding modem of the first object network is opened, comprising:
There are the first mesh that duration is greater than preset duration in the network environment of the terminal device of the prediction
Network is marked, and in the case that the terminal device meets second preset condition, it is corresponding to open the first object network
Modem.
In the present embodiment, the terminal device can in conjunction with the network environment of the terminal device of the prediction, and
The state comprehensive descision that the terminal device is presently in is turned on or off the corresponding modulation /demodulation of the first object network
Device.
Specifically, the terminal device judges whether the terminal device meets the second preset condition, in the prediction
The terminal device network environment in there are the first object network that duration is greater than preset duration, and the terminal is set
In the case where meeting second preset condition, the corresponding modem of the first object network is opened.
Second preset condition includes that the electricity of the terminal device is higher than preset threshold and/or the terminal device
Mobile network's transmission rate be less than scheduled rate.In this way, being preset even if being greater than in the network environment of prediction there are duration
The first object network of duration, the terminal device is only higher than preset threshold in electricity and/or mobile network's transmission rate is less than
In the case where scheduled rate, the corresponding modem of the first object network is opened.
Optionally, it is described judge whether the terminal device meets the second preset condition after, the method also includes:
In the case where the terminal device is unsatisfactory for second preset condition, it is corresponding to close the first object network
Modem.
In the present embodiment, in the case where the terminal device is unsatisfactory for second preset condition, the terminal device
Close the corresponding modem of the first object network.In this way, when whether there is lasting in the network environment no matter predicted
The long first object network for being greater than preset duration closes described the if the terminal device is unsatisfactory for second preset condition
The corresponding modem of one target network.In such manner, it is possible to reduce the power consumption of the terminal device, effectively extend the terminal
The continuation of the journey duration of equipment.
It is one of the structure chart of terminal device provided in an embodiment of the present invention referring to Fig. 3, Fig. 3, is able to achieve above-described embodiment
The details of the control method of middle terminal device, and reach identical effect.As shown in figure 3, terminal device 300 includes obtaining module
301, prediction module 302 and the first control module 403, the prediction module 302 respectively with the acquisition module 301 and described
The connection of one control module 403, in which:
Obtain module 301, the cell information of the first community for obtaining the terminal device, wherein described first is small
Area includes at least the serving cell of the terminal device;
Prediction module 302, for predicting the network rings of the terminal device according to the cell information and preset model
Border;
First control module 303, for there is no meet the in the network environment of the terminal device of the prediction
In the case where the target network of one preset condition, stop search the target network.
Optionally, referring to fig. 4, Fig. 4 is the second structural representation of terminal device provided in an embodiment of the present invention, such as Fig. 4
It is shown, the terminal device 300 further include:
Collection module 304, for collecting the multiple groups training data of the terminal device, wherein every group of training data is at least
The network service status information of the cell information of first community including the terminal device and the terminal device;
Training module 305 obtains the preset model for multiple groups training data importing model to be trained.
Optionally, every group of training data includes N training data, wherein every training data includes the terminal device
First community cell information and the terminal device network service status information;
The N training data includes that the terminal device receives N1 training data before preset configuration information,
And the terminal device receives N2 training data after the preset configuration information, wherein N, N1, N2 are positive whole
Number, N=N1=N2.
Optionally, the cell information includes at least cell identification code.
Optionally, the first community further includes the adjacent cell of the terminal device, and the cell information further includes cell
Service quality.
It optionally, is the third structural representation of terminal device provided in an embodiment of the present invention, such as Fig. 5 referring to Fig. 5, Fig. 5
It is shown, the terminal device 300 further include:
First judgment module 306, for judging whether the serving cell of the terminal device is default cell;
The prediction module 302, is specifically used for:
In the case where the serving cell of the terminal device is default cell, according to the cell information and default mould
Type predicts the network environment of the terminal device.
Optionally, be referring to Fig. 6, Fig. 6 terminal device provided in an embodiment of the present invention structural schematic diagram four, such as Fig. 6
It is shown, the terminal device 300 further include:
Second control module 307, for existing described in satisfaction in the network environment of the terminal device of the prediction
In the case where the target network of first preset condition, start to search for the target network.
Optionally, the target network for meeting first preset condition includes that duration is greater than preset duration
One target network;
First control module 303, is specifically used for:
There is no first that duration is greater than preset duration in the network environment of the terminal device of the prediction
In the case where target network, the corresponding modem of the first object network is closed;
Second control module 307, is specifically used for:
There are the first mesh that duration is greater than preset duration in the network environment of the terminal device of the prediction
In the case where marking network, the corresponding modem of the first object network is opened.
Optionally, be referring to Fig. 7, Fig. 7 terminal device provided in an embodiment of the present invention structural schematic diagram five, such as Fig. 7
It is shown, the terminal device 300 further include:
Second judgment module 308, for judging whether the terminal device meets the second preset condition, described second is default
Condition includes that the electricity of the terminal device is small higher than mobile network's transmission rate of preset threshold and/or the terminal device
In scheduled rate;
Second control module 307, specifically for existing in the network environment of the terminal device of the prediction
The case where duration is greater than the first object network of preset duration, and the terminal device meets second preset condition
Under, open the corresponding modem of the first object network.
Optionally, be referring to Fig. 8, Fig. 8 terminal device provided in an embodiment of the present invention structural schematic diagram six, such as Fig. 8
It is shown, the terminal device 300 further include:
Third control module 309, for closing in the case where the terminal device is unsatisfactory for second preset condition
The corresponding modem of the first object network.
In the present embodiment, the terminal device obtains the cell information of the first community of the terminal device, wherein described
First community includes at least the serving cell of the terminal device;According to the cell information and preset model, the end is predicted
The network environment of end equipment;There is no meet the first preset condition in the network environment of the terminal device of the prediction
In the case where target network, stop search the target network.In this way, pre- there is no meeting first in the network environment of prediction
If when the target network of condition, stop search the target network, the power consumption of terminal device can be effectively reduced.
The hardware structural diagram of Fig. 9 a kind of terminal device of each embodiment to realize the present invention, as shown in figure 9, should
Terminal device 900 includes but is not limited to: radio frequency unit 901, network module 902, audio output unit 903, input unit 904,
Sensor 905, display unit 906, user input unit 907, interface unit 908, memory 909, processor 910, Yi Ji electricity
The components such as source 911.It will be understood by those skilled in the art that terminal device structure shown in Fig. 9 is not constituted to terminal device
Restriction, terminal device may include perhaps combining certain components or different components than illustrating more or fewer components
Arrangement.In embodiments of the present invention, terminal device include but is not limited to mobile phone, tablet computer, item remember this computer, palm PC,
Vehicle-mounted terminal equipment, wearable device and pedometer etc..
Wherein, processor 910 are used for:
Obtain the cell information of the first community of the terminal device, wherein the first community includes at least the end
The serving cell of end equipment;
According to the cell information and preset model, the network environment of the terminal device is predicted;
There is no the target networks for meeting the first preset condition in the network environment of the terminal device of the prediction
In the case where, stop search the target network.
Optionally, before the cell information for the first community that the execution of processor 910 obtains the terminal device, may be used also
Realize following steps:
Collect the multiple groups training data of the terminal device, wherein every group of training data includes at least the terminal device
First community cell information and the terminal device network service status information;
Multiple groups training data importing model is trained, the preset model is obtained.
Optionally, every group of training data includes N training data, wherein every training data includes the terminal device
First community cell information and the terminal device network service status information;
The N training data includes that the terminal device receives N1 training data before preset configuration information,
And the terminal device receives N2 training data after the preset configuration information, wherein N, N1, N2 are positive whole
Number, N=N1+N2.
Optionally, the cell information includes at least cell identification code.
Optionally, the first community further includes the adjacent cell of the terminal device, and the cell information further includes cell
Service quality.
Optionally, the processor 910 is executed according to the cell information and preset model, predicts the terminal device
Before network environment, it can also be achieved following steps:
Whether the serving cell for judging the terminal device is default cell;
It is described according to the cell information and preset model, predict the network environment of the terminal device, comprising:
In the case where the serving cell of the terminal device is default cell, according to the cell information and default mould
Type predicts the network environment of the terminal device.
Optionally, the processor 910 is executed according to the cell information and preset model, predicts the terminal device
After network environment, it can also be achieved following steps:
There is the target network for meeting first preset condition in the network environment of the terminal device of the prediction
In the case where network, start to search for the target network.
Optionally, the target network for meeting the first preset condition includes the first mesh that duration is greater than preset duration
Mark network;
What the processor 910 executed is not present satisfaction first in the network environment of the terminal device of the prediction
In the case where the target network of preset condition, stop search the target network, comprising:
There is no first that duration is greater than preset duration in the network environment of the terminal device of the prediction
In the case where target network, the corresponding modem of the first object network is closed;
To there is satisfaction first in what the processor 910 executed pre- in the network environment of the terminal device of the prediction
If in the case where the target network of condition, starting to search for the target network, comprising:
There are the first mesh that duration is greater than preset duration in the network environment of the terminal device of the prediction
In the case where marking network, the corresponding modem of the first object network is opened.
Optionally, the processor 910 executes to exist in the network environment of the terminal device of the prediction and continue
Duration be greater than preset duration first object network in the case where, open the corresponding modem of the first object network it
Before, it can also be achieved following steps:
Judge whether the terminal device meets the second preset condition, second preset condition includes the terminal device
Electricity be higher than mobile network's transmission rate of preset threshold and/or the terminal device and be less than scheduled rate;
The processor 910 execute that there are durations in the network environment of the terminal device of the prediction is big
In the case where the first object network of preset duration, the corresponding modem of the first object network is opened, comprising:
There are the first mesh that duration is greater than preset duration in the network environment of the terminal device of the prediction
Network is marked, and in the case that the terminal device meets second preset condition, it is corresponding to open the first object network
Modem.
Optionally, after the execution of processor 910 judges whether the terminal device meets the second preset condition, may be used also
Realize following steps:
In the case where the terminal device is unsatisfactory for second preset condition, it is corresponding to close the first object network
Modem.
In the embodiment of the present invention, the terminal device obtains the cell information of the first community of the terminal device, wherein
The first community includes at least the serving cell of the terminal device;According to the cell information and preset model, institute is predicted
State the network environment of terminal device;There is no meet the first default item in the network environment of the terminal device of the prediction
In the case where the target network of part, stop search the target network.In this way, there is no meet the in the network environment of prediction
When the target network of one preset condition, stop search the target network, can be effectively reduced the power consumption of terminal device.
It should be understood that the embodiment of the present invention in, radio frequency unit 901 can be used for receiving and sending messages or communication process in, signal
Send and receive, specifically, by from base station downlink data receive after, to processor 910 handle;In addition, by uplink
Data are sent to base station.In general, radio frequency unit 901 includes but is not limited to antenna, at least one amplifier, transceiver, coupling
Device, low-noise amplifier, duplexer etc..In addition, radio frequency unit 901 can also by wireless communication system and network and other set
Standby communication.
Terminal device provides wireless broadband internet by network module 902 for user and accesses, and such as user is helped to receive
It sends e-mails, browse webpage and access streaming video etc..
Audio output unit 903 can be received by radio frequency unit 901 or network module 902 or in memory 909
The audio data of storage is converted into audio signal and exports to be sound.Moreover, audio output unit 903 can also provide and end
The relevant audio output of specific function that end equipment 900 executes is (for example, call signal receives sound, message sink sound etc.
Deng).Audio output unit 903 includes loudspeaker, buzzer and receiver etc..
Input unit 904 is for receiving audio or video signal.Input unit 904 may include graphics processor
(Graphics Processing Unit, GPU) 9041 and microphone 9042, graphics processor 9041 is in video acquisition mode
Or the image data of the static images or video obtained in image capture mode by image capture apparatus (such as camera) carries out
Reason.Treated, and picture frame may be displayed on display unit 906.Through graphics processor 9041, treated that picture frame can be deposited
Storage is sent in memory 909 (or other storage mediums) or via radio frequency unit 901 or network module 902.Mike
Wind 9042 can receive sound, and can be audio data by such acoustic processing.Treated audio data can be
The format output that mobile communication base station can be sent to via radio frequency unit 901 is converted in the case where telephone calling model.
Terminal device 900 further includes at least one sensor 905, such as optical sensor, motion sensor and other biographies
Sensor.Specifically, optical sensor includes ambient light sensor and proximity sensor, wherein ambient light sensor can be according to environment
The light and shade of light adjusts the brightness of display panel 9061, and proximity sensor can close when terminal device 900 is moved in one's ear
Display panel 9061 and/or backlight.As a kind of motion sensor, accelerometer sensor can detect in all directions (general
For three axis) size of acceleration, it can detect that size and the direction of gravity when static, can be used to identify terminal device posture (ratio
Such as horizontal/vertical screen switching, dependent game, magnetometer pose calibrating), Vibration identification correlation function (such as pedometer, tap);It passes
Sensor 905 can also include fingerprint sensor, pressure sensor, iris sensor, molecule sensor, gyroscope, barometer, wet
Meter, thermometer, infrared sensor etc. are spent, details are not described herein.
Display unit 906 is for showing information input by user or being supplied to the information of user.Display unit 906 can wrap
Display panel 9061 is included, liquid crystal display (Liquid Crystal Display, LCD), Organic Light Emitting Diode can be used
Forms such as (Organic Light-Emitting Diode, OLED) configure display panel 9061.
User input unit 907 can be used for receiving the number or character information of input, and generate the use with terminal device
Family setting and the related key signals input of function control.Specifically, user input unit 907 include touch panel 9071 and
Other input equipments 9072.Touch panel 9071, also referred to as touch screen collect the touch operation of user on it or nearby
(for example user uses any suitable objects or attachment such as finger, stylus on touch panel 9071 or in touch panel 9071
Neighbouring operation).Touch panel 9071 may include both touch detecting apparatus and touch controller.Wherein, touch detection
Device detects the touch orientation of user, and detects touch operation bring signal, transmits a signal to touch controller;Touch control
Device processed receives touch information from touch detecting apparatus, and is converted into contact coordinate, then gives processor 910, receiving area
It manages the order that device 910 is sent and is executed.Furthermore, it is possible to more using resistance-type, condenser type, infrared ray and surface acoustic wave etc.
Seed type realizes touch panel 9071.In addition to touch panel 9071, user input unit 907 can also include other input equipments
9072.Specifically, other input equipments 9072 can include but is not limited to physical keyboard, function key (such as volume control button,
Switch key etc.), trace ball, mouse, operating stick, details are not described herein.
Further, touch panel 9071 can be covered on display panel 9061, when touch panel 9071 is detected at it
On or near touch operation after, send processor 910 to determine the type of touch event, be followed by subsequent processing device 910 according to touching
The type for touching event provides corresponding visual output on display panel 9061.Although in Fig. 9, touch panel 9071 and display
Panel 9061 is the function that outputs and inputs of realizing terminal device as two independent components, but in some embodiments
In, can be integrated by touch panel 9071 and display panel 9061 and realize the function that outputs and inputs of terminal device, it is specific this
Place is without limitation.
Interface unit 908 is the interface that external device (ED) is connect with terminal device 900.For example, external device (ED) may include having
Line or wireless head-band earphone port, external power supply (or battery charger) port, wired or wireless data port, storage card end
Mouth, port, the port audio input/output (I/O), video i/o port, earphone end for connecting the device with identification module
Mouthful etc..Interface unit 908 can be used for receiving the input (for example, data information, electric power etc.) from external device (ED) and
By one or more elements that the input received is transferred in terminal device 900 or can be used in 900 He of terminal device
Data are transmitted between external device (ED).
Memory 909 can be used for storing software program and various data.Memory 909 can mainly include storing program area
The storage data area and, wherein storing program area can (such as the sound of application program needed for storage program area, at least one function
Sound playing function, image player function etc.) etc.;Storage data area can store according to mobile phone use created data (such as
Audio data, phone directory etc.) etc..In addition, memory 909 may include high-speed random access memory, it can also include non-easy
The property lost memory, a for example, at least disk memory, flush memory device or other volatile solid-state parts.
Processor 910 is the control centre of terminal device, utilizes each of various interfaces and the entire terminal device of connection
A part by running or execute the software program and/or module that are stored in memory 909, and calls and is stored in storage
Data in device 909 execute the various functions and processing data of terminal device, to carry out integral monitoring to terminal device.Place
Managing device 910 may include one or more processing units;Preferably, processor 910 can integrate application processor and modulatedemodulate is mediated
Manage device, wherein the main processing operation system of application processor, user interface and application program etc., modem processor is main
Processing wireless communication.It is understood that above-mentioned modem processor can not also be integrated into processor 910.
Terminal device 900 can also include the power supply 911 (such as battery) powered to all parts, it is preferred that power supply 911
Can be logically contiguous by power-supply management system and processor 910, to realize management charging by power-supply management system, put
The functions such as electricity and power managed.
In addition, terminal device 900 includes some unshowned functional modules, details are not described herein.
Preferably, the embodiment of the present invention also provides a kind of terminal device, including processor 910, and memory 909 is stored in
On memory 909 and the computer program that can run on the processor 910, the computer program are executed by processor 910
Each process of the control method embodiment of the above-mentioned terminal device of Shi Shixian, and identical technical effect can be reached, to avoid weight
Multiple, which is not described herein again.
The embodiment of the present invention also provides a kind of computer readable storage medium, and meter is stored on computer readable storage medium
Calculation machine program, the computer program realize each mistake of the control method embodiment of above-mentioned terminal device when being executed by processor
Journey, and identical technical effect can be reached, to avoid repeating, which is not described herein again.Wherein, the computer-readable storage medium
Matter, such as read-only memory (Read-Only Memory, abbreviation ROM), random access memory (Random Access
Memory, abbreviation RAM), magnetic or disk etc..
It should be noted that, in this document, the terms "include", "comprise" or its any other variant are intended to non-row
His property includes, so that the process, method, article or the device that include a series of elements not only include those elements, and
And further include other elements that are not explicitly listed, or further include for this process, method, article or device institute it is intrinsic
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including being somebody's turn to do
There is also other identical elements in the process, method of element, article or device.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can be realized by means of software and necessary general hardware platform, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on this understanding, technical solution of the present invention substantially in other words does the prior art
The part contributed out can be embodied in the form of software products, which is stored in a storage medium
In (such as ROM/RAM, magnetic disk, CD), including some instructions are used so that a terminal device (can be mobile phone, computer, clothes
Business device, air conditioner or the network equipment etc.) execute method described in each embodiment of the present invention.
The above description is merely a specific embodiment, but scope of protection of the present invention is not limited thereto, any
Those familiar with the art in the technical scope disclosed by the present invention, can easily think of the change or the replacement, and should all contain
Lid is within protection scope of the present invention.Therefore, protection scope of the present invention should be subject to the protection scope in claims.
Claims (16)
1. a kind of control method of terminal device, which is characterized in that the described method includes:
Obtain the cell information of the first community of the terminal device, wherein the first community includes at least the terminal and sets
Standby serving cell;
According to the cell information and preset model, the network environment of the terminal device is predicted;
There is no the feelings for the target network for meeting the first preset condition in the network environment of the terminal device of the prediction
Under condition, stop search the target network.
2. control method according to claim 1, which is characterized in that the first community for obtaining the terminal device
Before cell information, the method also includes:
Collect the multiple groups training data of the terminal device, wherein every group of training data includes at least the of the terminal device
The network service status information of the cell information of one cell and the terminal device;
Multiple groups training data importing model is trained, the preset model is obtained.
3. control method according to claim 2, which is characterized in that every group of training data includes N training data,
In, every training data includes the cell information of the first community of the terminal device and the network clothes of the terminal device
Business status information;
The N training data includes that the terminal device receives N1 training data before preset configuration information, and
The terminal device receives N2 training data after the preset configuration information, wherein N, N1, N2 are positive integer, N
=N1+N2.
4. control method according to claim 2 or 3, which is characterized in that the cell information includes at least cell ID
Code.
5. control method according to claim 4, which is characterized in that the first community further includes the terminal device
Adjacent cell, the cell information further include cell serves quality.
6. control method according to claim 1, which is characterized in that it is described according to the cell information and preset model,
Before the network environment for predicting the terminal device, the method also includes:
Whether the serving cell for judging the terminal device is default cell;
It is described according to the cell information and preset model, predict the network environment of the terminal device, comprising:
In the case where the serving cell of the terminal device is default cell, according to the cell information and preset model, in advance
Survey the network environment of the terminal device.
7. control method according to claim 1, which is characterized in that it is described according to the cell information and preset model,
After the network environment for predicting the terminal device, the method also includes:
There is the target network for meeting first preset condition in the network environment of the terminal device of the prediction
In the case of, start to search for the target network.
8. control method according to claim 7, which is characterized in that the target network packet for meeting the first preset condition
Include the first object network that duration is greater than preset duration;
It is described that there is no the target networks for meeting the first preset condition in the network environment of the terminal device of the prediction
In the case where, stop search the target network, comprising:
There is no the first objects that duration is greater than preset duration in the network environment of the terminal device of the prediction
In the case where network, the corresponding modem of the first object network is closed;
The target network that there is the first preset condition of satisfaction in the network environment of the terminal device of the prediction
In the case of, start to search for the target network, comprising:
There are the first object nets that duration is greater than preset duration in the network environment of the terminal device of the prediction
In the case where network, the corresponding modem of the first object network is opened.
9. control method according to claim 8, which is characterized in that the net of the terminal device in the prediction
There are in the case where the first object network that duration is greater than preset duration in network environment, the first object network pair is opened
Before the modem answered, the method also includes:
Judge whether the terminal device meets the second preset condition, second preset condition includes the electricity of the terminal device
Amount is higher than preset threshold and/or mobile network's transmission rate of the terminal device is less than scheduled rate;
It is described that there are the first mesh that duration is greater than preset duration in the network environment of the terminal device of the prediction
In the case where marking network, the corresponding modem of the first object network is opened, comprising:
There are the first object nets that duration is greater than preset duration in the network environment of the terminal device of the prediction
Network, and in the case that the terminal device meets second preset condition, open the corresponding modulation of the first object network
Demodulator;
It is described judge whether the terminal device meets the second preset condition after, the method also includes:
In the case where the terminal device is unsatisfactory for second preset condition, the corresponding tune of the first object network is closed
Modulator-demodulator.
10. a kind of terminal device, which is characterized in that the terminal device includes:
Obtain module, the cell information of the first community for obtaining the terminal device, wherein the first community is at least wrapped
Include the serving cell of the terminal device;
Prediction module, for predicting the network environment of the terminal device according to the cell information and preset model;
First control module, for there is no meet the first default item in the network environment of the terminal device of the prediction
In the case where the target network of part, stop search the target network.
11. terminal device according to claim 10, which is characterized in that the terminal device further include:
Collection module, for collecting the multiple groups training data of the terminal device, wherein every group of training data includes at least described
The network service status information of the cell information of the first community of terminal device and the terminal device;
Training module obtains the preset model for multiple groups training data importing model to be trained.
12. terminal device according to claim 10, which is characterized in that the terminal device further include:
First judgment module, for judging whether the serving cell of the terminal device is default cell;
The prediction module, is specifically used for:
In the case where the serving cell of the terminal device is default cell, according to the cell information and preset model, in advance
Survey the network environment of the terminal device.
13. terminal device according to claim 10, which is characterized in that the terminal device further include:
Second control module, for default in the presence of meeting described first in the network environment of the terminal device of the prediction
In the case where the target network of condition, start to search for the target network.
14. terminal device according to claim 13, which is characterized in that the target for meeting first preset condition
Network includes the first object network that duration is greater than preset duration;
First control module, is specifically used for:
There is no the first objects that duration is greater than preset duration in the network environment of the terminal device of the prediction
In the case where network, the corresponding modem of the first object network is closed;
Second control module, is specifically used for:
There are the first object nets that duration is greater than preset duration in the network environment of the terminal device of the prediction
In the case where network, the corresponding modem of the first object network is opened.
15. terminal device according to claim 14, which is characterized in that the terminal device further include:
Second judgment module, for judging whether the terminal device meets the second preset condition, the second preset condition packet
The electricity for including the terminal device is higher than mobile network's transmission rate of preset threshold and/or the terminal device less than default
Rate;
Second control module, specifically for there are durations in the network environment of the terminal device of the prediction
Greater than the first object network of preset duration, and in the case that the terminal device meets second preset condition, institute is opened
State the corresponding modem of first object network;
The terminal device further include:
Third control module closes described the in the case where the terminal device is unsatisfactory for second preset condition
The corresponding modem of one target network.
16. a kind of terminal device, which is characterized in that including processor, memory and be stored on the memory and can be in institute
The computer program run on processor is stated, such as claim 1 to 9 is realized when the computer program is executed by the processor
Any one of described in terminal device control method the step of.
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