CN111050370A - Network switching method and device, storage medium and electronic equipment - Google Patents
Network switching method and device, storage medium and electronic equipment Download PDFInfo
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- CN111050370A CN111050370A CN202010045322.3A CN202010045322A CN111050370A CN 111050370 A CN111050370 A CN 111050370A CN 202010045322 A CN202010045322 A CN 202010045322A CN 111050370 A CN111050370 A CN 111050370A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W36/00—Hand-off or reselection arrangements
- H04W36/0005—Control or signalling for completing the hand-off
- H04W36/0011—Control or signalling for completing the hand-off for data sessions of end-to-end connection
- H04W36/0016—Hand-off preparation specially adapted for end-to-end data sessions
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W36/00—Hand-off or reselection arrangements
- H04W36/14—Reselecting a network or an air interface
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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
- H04W52/0251—Power saving arrangements in terminal devices using monitoring of local events, e.g. events related to user activity
- H04W52/0254—Power saving arrangements in terminal devices using monitoring of local events, e.g. events related to user activity detecting a user operation or a tactile contact or a motion of the device
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- 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
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- 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
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Abstract
The application discloses a network switching method, a network switching device, a storage medium and electronic equipment, wherein the method is applied to the electronic equipment and comprises the following steps: acquiring a current network type of the electronic equipment; determining the next operation behavior of the user on the electronic equipment; determining a target network type required to be used by the next operation behavior; and determining whether to switch the current network corresponding to the current network type to the target network corresponding to the target network type. The method and the device for determining the network switching speed of the electronic equipment determine the type of the target network to be used according to the determined next operation behavior, determine whether to switch the network or not, and reduce the power consumption of the electronic equipment while meeting the network speed requirement of a user; in addition, the current network is switched to the target network corresponding to the target network type in advance, and time delay caused by network switching is reduced.
Description
Technical Field
The present application relates to the field of communications technologies, and in particular, to a network switching method and apparatus, a storage medium, and an electronic device.
Background
With the development of the mobile internet, more and more devices are connected to the mobile network, new services and applications are also in the future, the demand for mobile data increases explosively, the existing mobile communication technology 4G is difficult to meet the future demand, and thus the fifth generation mobile communication technology comes along. The fifth Generation mobile communication technology (5th Generation mobile networks or 5th Generation wireless systems, 5th-Generation, 5G or 5G technology for short) is the latest Generation cellular mobile communication technology, and its performance targets are high data rate, delay reduction, energy saving, cost reduction, system capacity improvement and large-scale device connection.
At present, in the initial stage of 5G network construction, the experience improvement brought by the 5G technology mainly focuses on the improvement of the absolute network speed and the bandwidth, but with the improvement, the problem of huge power consumption of the electronic device follows. The sacrifice of power consumption of electronic devices is also inevitable when 5G devices are required to have faster network speed and higher spectrum utilization. This is mainly reflected in the following aspects: 5G electronic equipment adopts Massive MIMO (multiple input multiple output) antenna technology, multiple antennas, such as at least 8 antennas, need to be built in the electronic equipment, and each antenna has an independent power amplifier. In addition, in the case of low 5G coverage, the 5G network is preferred to cause the electronic device to frequently search for the 5G signal, which also aggravates the task of processing information by the electronic device, and the search signal itself also causes power consumption stress.
Disclosure of Invention
The embodiment of the application provides a network switching method, a network switching device, a storage medium and electronic equipment, which can meet the requirement of a user on network speed and reduce the power consumption of the electronic equipment.
The embodiment of the application provides a network switching method, which is applied to electronic equipment and comprises the following steps:
acquiring a current network type of the electronic equipment;
determining the next operation behavior of the user on the electronic equipment;
determining a target network type required to be used by the next operation behavior;
and determining whether to switch the current network corresponding to the current network type to the target network corresponding to the target network type.
An embodiment of the present application further provides a network switching apparatus, which is applied to an electronic device, and includes:
the device comprises an acquisition unit, a processing unit and a processing unit, wherein the acquisition unit is used for acquiring the current network type of the electronic equipment;
the behavior determining unit is used for determining the next operation behavior of the user on the electronic equipment;
a network determining unit, configured to determine a target network type that needs to be used for the next operation behavior;
and the switching unit is used for determining whether to switch the current network corresponding to the current network type to the target network corresponding to the target network type.
Wherein, the switching unit is specifically configured to: if the current network type is the same as the target network type, determining that the current network corresponding to the current network type does not need to be switched to the target network corresponding to the target network type; and if the current network type is different from the target network type, determining to switch the current network corresponding to the current network type to the target network corresponding to the target network type.
Wherein the network determining unit is specifically configured to: determining a target application corresponding to the next operation behavior; and determining the target network type of the electronic equipment according to the target application.
Wherein the network determining unit is specifically configured to: determining a target application corresponding to the next operation behavior; acquiring a network speed grade corresponding to a target application; and determining a network type corresponding to the network speed grade, and determining the network type as a target network type of the electronic equipment.
Wherein the network determining unit is specifically configured to: acquiring a corresponding relation between an operation behavior and a network type; and determining the target network type required to be used by the next operation behavior according to the corresponding relation between the operation behavior and the network type.
Wherein the behavior determination unit is specifically configured to: acquiring a behavior prediction model; and predicting the next operation behavior of the user on the electronic equipment according to the behavior prediction model.
Wherein, the network switching device further comprises: and constructing a unit. Wherein, the construction unit is specifically configured to: acquiring user operation behavior information of a preset time period, wherein the user operation behavior information comprises operation behavior information of a time dimension, an associated application dimension and a place dimension; and training a behavior prediction model according to the user operation behavior information to obtain a trained behavior prediction model.
The embodiment of the present application further provides a computer-readable storage medium, where a plurality of instructions are stored in the computer-readable storage medium, and the instructions are adapted to be loaded by a processor to execute any one of the above network handover methods.
An embodiment of the present application further provides an electronic device, which includes a processor and a memory, where the processor is electrically connected to the memory, the memory is used to store instructions and data, and the processor is used in any of the steps of the network switching method described above.
According to the network switching method, the network switching device, the storage medium and the electronic equipment, the next operation behavior is determined according to the current operation behavior of the user on the electronic equipment, the target network type required to be used by the next operation behavior is determined, and whether the current network corresponding to the current network type is switched to the target network corresponding to the target network type is determined according to the current network type. Determining a target network type to be used according to the determined next operation behavior, and determining whether to switch the network, so as to ensure the matching of the operation behavior and the network type, for example, if the result triggered by a certain operation behavior has a high requirement on the network speed, the network type with high network speed is matched, and if the result triggered by a certain operation behavior has no requirement on the network speed, the network type with lower network speed is matched, that is, the network speed requirement of a user is met, and the power consumption of the electronic equipment is reduced; in addition, the current network is switched to the target network corresponding to the target network type in advance, and time delay caused by network switching is reduced.
Drawings
The technical solution and other advantages of the present application will become apparent from the detailed description of the embodiments of the present application with reference to the accompanying drawings.
Fig. 1 is a flowchart illustrating a network handover method according to an embodiment of the present application.
Fig. 2 is another schematic flow chart of a network handover method according to an embodiment of the present application.
Fig. 3 is another schematic flow chart of a network handover method according to an embodiment of the present application.
Fig. 4 is a schematic structural diagram of a network switching device according to an embodiment of the present application.
Fig. 5 is another schematic structural diagram of a network switching device according to an embodiment of the present application.
Fig. 6 is a schematic structural diagram of an electronic device according to an embodiment of the present application.
Fig. 7 is another schematic structural diagram of an electronic device according to an embodiment of the present application.
Detailed Description
The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only a part of the embodiments of the present application, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
The embodiment of the application provides a network switching method, a network switching device, a storage medium and electronic equipment. Any network switching device provided by the embodiment of the application can be integrated in electronic equipment, and the electronic equipment can comprise a mobile terminal, a PC (personal computer) terminal, a robot and the like. The electronic equipment supports at least two network types of mobile communication networks, such as a 3G/4G network, a 5G network and the like; the speed of the network corresponding to one network type is higher than that of the network corresponding to the other network type, for example, the speed of the 5G network is higher than that of the 3G/4G network.
Referring to fig. 1, fig. 1 is a schematic flow chart of a network switching method provided in an embodiment of the present application, which is applied to an electronic device, and the network switching method includes steps 101 to 104, which may specifically be as follows:
101, acquiring the current network type of the electronic equipment.
The network type in the embodiment of the present application refers to a mobile communication network type. The network types comprise all network types supported by the current electronic equipment, such as a 3G/4G network, a 5G network, a 6G network and the like, wherein the 6G network has higher network speed and lower delay than the 5G network; the 5G network has higher network speed and lower delay than the 3G/4G network.
And acquiring the current network type of the electronic equipment, wherein the current network type of the electronic equipment is a 3G/4G network.
And 102, determining the next operation behavior of the user on the electronic equipment.
It should be noted that the next operation behavior in the embodiment of the present application may be understood as the next operation behavior, and the next operation behavior may include the next first operation behavior, the next second operation behavior, the next third operation behavior, the next nth operation behavior, and the like. Where N may be a positive integer, such as N ═ 5. The next operation behavior of the user on the electronic device is determined, which can also be understood as predicting the next operation behavior of the user on the electronic device.
For example, the next operational behavior of the user is related to the last operational behavior or the current operational behavior of the user on the electronic device. It will be appreciated that some of the operational behaviors of the user have relevance. Specifically, step 102 includes: acquiring the last operation behavior or the current operation behavior of a user on the electronic equipment; acquiring an incidence relation of operation behaviors; and determining the next operation behavior of the previous operation behavior or the current operation behavior according to the incidence relation of the operation behaviors. If the user does not have any operation behavior at present, acquiring the last operation behavior of the user on the electronic equipment; and if the user currently has the operation behavior, acquiring the current operation behavior of the user on the electronic equipment. The following description will take an example of obtaining the current operation behavior of the user on the electronic device. The method comprises the steps of obtaining the current operation behavior of a user on the electronic equipment, specifically obtaining the current trigger event of the electronic equipment, and determining the current operation behavior of the user according to the trigger event; or acquiring an application currently triggered by the electronic equipment and acquiring a trigger event of a user on the application; and determining the current operation behavior of the user according to the trigger time. For example, if the user currently triggers a photo event, determining that the current operation behavior of the user is photo; the user triggers the notepad application at present, and an editing event is triggered, and then the current operation behavior of the user is determined to be information recorded on the notepad; and if the user triggers a starting event currently, and the target corresponding to the starting event is a certain video application, determining that the current operation behavior of the user is to open the certain video application. The association relationship of the operation behaviors refers to a precedence relationship, a causal relationship, and the like of at least two operation behaviors. For example, the current operation behavior of the user is photographing, and according to the association relationship of the operation behaviors, the next operation behavior or the next operation behavior is opening a gallery application to view the photo obtained by photographing. The incidence relation of the operation behaviors can be obtained according to the statistics of multiple operation data of the user. For example, the operation behaviors of the user after photographing within a preset period of time are counted, and the operation behavior that appears most frequently in the operation behaviors after photographing is determined as the next operation behavior of the photographing operation behavior.
For example, some operation behaviors of the user are time-dependent, that is, the operation behaviors of the user are temporal. Specifically, step 102 includes: and acquiring the current time, and determining the next operation behavior of the user on the electronic equipment according to the current time. For example, if the user watches a video every day at noon, if the current time reaches a certain time point every day at noon, the next operation behavior of the user on the electronic device is determined to be to open the video, play the video, and the like.
For example, some operational behaviors of the user are location dependent. Specifically, step 102 includes: and acquiring current position information, and determining the next operation behavior of the user on the electronic equipment according to the current position information. The current location information may be obtained through a positioning application, such as a GPS application, on the electronic device. For example, if the location information of the user is from other locations to the location of the company, the next operation behavior of the user may be to open a mailbox application, and the like.
The next operation behavior of the user on the electronic device can also be determined in other ways, and the next operation behavior of the user on the electronic device can also be determined by combining the previous operation behavior or the current operation behavior, the time, the place and the like.
In some cases, the model may also be used to determine or predict the next operational behavior of the user on the electronic device. Specifically, step 102 includes: acquiring a behavior prediction model; and predicting the next operation behavior of the user on the electronic equipment according to the behavior prediction model. The behavior prediction model stored in advance on the electronic equipment can be directly obtained.
The behavior prediction model can be constructed by the following steps: acquiring user operation behavior information of a preset time period, wherein the user operation behavior information comprises operation behavior information of a time dimension, an associated application dimension and a place dimension; and training the behavior prediction model according to the user operation behavior information to obtain the trained behavior prediction model.
The preset time period may be time period information such as a half year, a month, or a quarter. The operation behavior information of the time dimension includes, for example, a user opens a music player to play music at about 7:00 a.m., uses an electronic bus card in a pay-for-use application at about 7:30 a.m., opens a mailbox application/excel word at about 8:00 a.m., opens a news application at about 12 o' clock to view hot news of the day or view news video, opens a game application at about 12:00 a.m., and plays games. Operation behavior information of the associated application dimension, for example, after a photo is taken by using a photo application, a gallery application is opened to view a photo picture; after calling the screenshot application to perform screenshot, calling an instant messaging application, such as weixin and the like, to send the screenshot; after the link related to the taobao is opened, the taobao application is opened to browse the content corresponding to the link, and the like. Operating behavior information of a place dimension, for example, when it is positioned that a user is near a bus station or near a subway station, an application for payment is opened, for example, an electronic bus card in a pay bank application, or a subway application, to make a payment or a pre-payment; opening a mailbox application after the user is located to the company; and when the user is positioned to arrive at the garage, the vehicle remote control application is opened so as to carry out corresponding remote control operation on the vehicle, or the navigation application is opened and the like.
Operation behavior information of the associated operation dimension can also be included, for example, if the user clicks/touches the discovery control on weixin, the user then clicks/touches the control of the friend circle to browse the information of the friend circle; and when the user searches for a certain video, clicking/touching a control for playing the video to play the video and the like. It can be understood that, the operation behavior information of the associated operation dimension, specifically to each operation of the user, determines a target network type corresponding to each operation to determine whether to switch the network, so that the determination of the network currently used by the electronic device is more refined.
It should be noted that the above examples are only examples, and the operation behavior information includes more contents. Meanwhile, it is to be reminded that there are overlapped parts in the operation behavior information of the time dimension, the associated application dimension, the location dimension, and the associated operation dimension, and it can be understood that one operation behavior can be determined/predicted according to a plurality of different dimensions.
The behavior prediction model may be any prediction model, such as a neural network model. And inputting the user operation behavior information into the neural network model for training to obtain a trained behavior prediction model, and predicting the next operation behavior of the user on the electronic equipment according to the trained behavior prediction model. Specifically, current time information, current operation behavior/last operation behavior (the last operation behavior is obtained if the current user does not operate on the electronic equipment; the current operation behavior is obtained if the current user operates on the electronic equipment), and current position information are obtained; and inputting the current time, the current operation behavior/previous operation behavior and the current position information into the trained behavior prediction model to predict the next operation behavior of the user on the electronic equipment.
103, determining the target network type needed to be used for the next operation behavior.
The target network type to be used for the next operation behavior may be determined in a number of ways.
Specifically, step 103 includes: and acquiring the corresponding relation between the operation behavior and the network type set in the electronic equipment, and determining the target network type required by the next operation behavior according to the corresponding relation between the operation behavior and the network type. For example, the user currently searches for a certain video, and determines that the next operation behavior is to click/touch a control for playing the video to play the video. And if the target network type corresponding to the played video is set to be 5G, determining that the target network type required to be used by the next operation behavior is 5G, namely determining that the target network type required to be used by the result triggered by the next operation behavior is 5G. The method is generally applied to the situation that the current operation behavior/the last operation behavior and the determined next operation behavior are in the same application, but the network speed required by the result triggered by the current operation behavior/the last operation behavior and the result triggered by the determined next operation behavior are obviously different, and the target network type is determined for the result triggered by each operation behavior, so that the determination of the currently used network of the electronic device is more precise. This approach may also be applied in cases where the current/previous operation behavior, the determined next operation behavior corresponds to a different application, but the required wire speed is significantly different. And a target network is determined for each operation behavior, so that the requirement of a user on the network is met, the 5G network connection does not need to be kept all the time, and the power consumption of the electronic equipment is reduced.
Further, step 103 includes: acquiring a network speed grade corresponding to the next operation behavior in the electronic equipment; and determining the network type corresponding to the network speed grade, and determining the determined network type as the target network type. The determining the network type corresponding to the network speed grade comprises the following steps: and acquiring the corresponding relation between the network speed grade and the network type, and determining the network type corresponding to the next operation behavior according to the corresponding relation between the network speed grade and the network type. For example, if the next operation behavior is to play a video, the network speed required to be used is determined to be the highest network speed, and the network type corresponding to the highest network speed is 5G, the target network type is determined to be 5G; and if the next operation behavior is to check the calendar, determining that the network speed required to be used is a lower network speed and the network type corresponding to the lower network speed is 3G/4G, and determining that the target network type is 3G/4G. The method determines the network speed grade corresponding to each operation behavior, and determines the target network type according to the network speed grade. In this way, the determination that the electronic device is currently using the network is made more elaborate. Determining a target network type according to the network speed required by the operation behavior, associating the operation behavior with the network speed, maintaining a 5G link for the operation behavior required by high network speed, and keeping rapid experience; the operation behavior required by the low network is switched to 3G/4G, so that the power consumption of the electronic equipment is reduced.
Specifically, step 103 includes: and determining a target application corresponding to the next operation behavior, and determining the target network type of the electronic equipment according to the target application. The method comprises the steps of storing a corresponding relation between a target application and a target network type in the electronic equipment, obtaining the corresponding relation, and determining the target network type corresponding to the target application according to the corresponding relation. For example, the network type corresponding to the applications such as calendar application, graphic-free novel application, mail application, excel application, stand-alone game application, small leisure intelligence-developing game and the like is 3G/4G; the network type corresponding to the applications such as large-scale network game application, video playing application (online video), live broadcast application, browser loading application, shopping application, social picture application, news application and the like is 5G. The method determines the type of the target network according to the target application, so that the network is switched according to the application instead of different operation behaviors in one application when the network is switched, the network is switched according to the application, the times of network switching are reduced, the power consumption of the electronic equipment is reduced, the scene requirements are met, and understandably, a user uses one application at present and then uses the application with a high probability in a long time; and the requirements for different target applications are switched to the network type corresponding to the requirements, so that the power consumption of the electronic equipment is reduced.
Further, step 103 includes: determining a target application corresponding to the next operation behavior; acquiring a network speed grade corresponding to a target application; and determining the network type corresponding to the network speed grade, and determining the determined network type as the target network type of the electronic equipment. The determining the network type corresponding to the network speed grade comprises the following steps: and acquiring the corresponding relation between the network speed grade and the network type, and determining the network type corresponding to the target application according to the corresponding relation between the network speed grade and the network type. For example, if the target application is a large-scale network game application, a video playing application (online video), a live broadcast application, a browser loading application, a shopping application, a social graph application, a news application, and the like, and the network speed required to be used is determined to be the highest network speed, and the network type corresponding to the highest network speed is 5G, the target network type is determined to be 5G; and if the target application is calendar application, non-graphic novel application, mail application, excel application, stand-alone game application, small-sized leisure intelligence-developing game application and the like, determining that the required network speed is lower network speed, and the network type corresponding to the lower network speed is 3G/4G, determining that the target network type is 3G/4G. The target network type is determined according to the network speed required by the target application, the target network type is not required to be determined according to the network speed required by each operation behavior (one target application corresponds to a plurality of operation behaviors), the target network type is determined according to the network speed required by the target application, and the application is associated with the network speed. The network is switched according to the application, so that the network switching times are reduced, and the power consumption of the electronic equipment is reduced; meanwhile, the method also meets the requirements of the scene, and understandably, a user uses one application at present, and then uses the application with a high probability in a long time; and the corresponding network is switched according to different network speeds required by different target applications, 5G connection is maintained for high network speed requirements, rapid experience is kept, the target applications with low network speed and even zero network speed requirements are switched to 3G/4G, power consumption of electronic equipment is reduced, and extremely-long endurance of the power consumption is ensured.
And 104, determining whether to switch the current network corresponding to the current network type to the target network corresponding to the target network type.
Specifically, step 104 includes: if the current network type is the same as the target network type, determining that the current network corresponding to the current network type does not need to be switched to the target network corresponding to the target network type; and if the current network type is different from the target network type, determining to switch the current network corresponding to the current network type to the target network corresponding to the target network type.
For example, if the current network is 3G/4G and the target network is also 3G/4G, it is determined that network switching is not needed; if the current network is 3G/4G and the target network is 5G, determining to switch the frequency band of the 3G/4G network to the frequency band of the 5G network; and if the current network is 5G and the target network is 3G/4G, determining to switch the frequency band of the 5G network to the frequency band of the 3G/4G network, and the like.
The switching the current network corresponding to the current network type to the target network corresponding to the target network type includes: and switching the frequency band of the current network corresponding to the current network type to the frequency band of the target network corresponding to the target network type. It can be understood that the frequency band corresponding to the 3G/4G network is different from the frequency band corresponding to the 5G network.
According to the method and the device for determining the network type, after the next operation behavior is determined, the target network type required to be used by the next operation behavior is determined, and whether the current network corresponding to the current network type is switched to the target network corresponding to the target network type is determined. After the next operation behavior of the user is predicted, the network is intelligently switched to the corresponding frequency band in advance, the network switching is carried out in advance, and the time delay caused by the network switching is reduced; in addition, the next operation behavior of the user corresponds to the network type, so that the corresponding network type is matched according to the next operation behavior, for example, if the result triggered by the operation behavior has no requirement on the network speed, the network type with lower network speed is matched, and if the result triggered by the operation behavior has higher requirement on the network, the network type with higher network speed is matched, so that 5G link is maintained for the operation behavior required by teaching high network speed, rapid experience is kept, and the network is switched to a frequency band of 3G/4G in advance for the operation behavior required by teaching low network speed or even zero network speed, so that the power consumption of the electronic equipment is reduced while the requirement on the network speed of the user is met.
Fig. 2 is another schematic flow chart of a network switching method provided in an embodiment of the present application, which is applied to an electronic device, and the network switching method includes steps 201 to 208, which may specifically be as follows:
and 201, acquiring the current network type of the electronic equipment.
Wherein the network type refers to a mobile communication network type. The network types comprise all network types supported by the current electronic equipment, such as a 3G/4G network, a 5G network, a 6G network and the like, wherein the 6G network has higher network speed and lower delay than the 5G network; the 5G network has higher network speed and lower delay than the 3G/4G network.
202, a behavior prediction model is obtained.
The behavior prediction model can be constructed by the following steps: acquiring user operation behavior information of a preset time period, wherein the user operation behavior information comprises operation behavior information of a time dimension, an associated application dimension and a place dimension; and training the behavior prediction model according to the user operation behavior information to obtain the trained behavior prediction model. The obtained behavior prediction model is the trained behavior prediction model. The behavior prediction model may be any kind of prediction model, for example, a neural network model, etc.
And 203, predicting the next operation behavior of the user on the electronic equipment according to the behavior prediction model.
Specifically, the last operation behavior/current operation behavior, current time information, current position information, and the like are acquired; and inputting the current time, the current operation behavior/last operation behavior and the current position information into the behavior prediction model to predict the next operation behavior of the user on the electronic equipment.
And 204, determining the target application corresponding to the next operation behavior.
205, obtaining the network speed level corresponding to the target application.
And 206, determining the network type corresponding to the network speed grade, and determining the network type as the target network type of the electronic equipment.
Determining a network type corresponding to the network speed grade, including: and acquiring the corresponding relation between the network speed grade and the network type, and determining the network type corresponding to the target application according to the corresponding relation between the network speed grade and the network type. For example, if the target application is a large-scale network game application, a video playing application (online video), a live broadcast application, a browser loading application, a shopping application, a social graph application, a news application, and the like, and the network speed required to be used is determined to be the highest network speed, and the network type corresponding to the highest network speed is 5G, the target network type is determined to be 5G; and if the target application is calendar application, non-graphic novel application, mail application, excel application, stand-alone game application, small-sized leisure intelligence-developing game application and the like, determining that the required network speed is lower network speed, and the network type corresponding to the lower network speed is 3G/4G, determining that the target network type is 3G/4G.
And 207, if the current network type is the same as the target network type, determining that the current network corresponding to the current network type does not need to be switched to the target network corresponding to the target network type.
208, if the current network type is different from the target network type, determining to switch the current network corresponding to the current network type to the target network corresponding to the target network type.
Switching the current network corresponding to the current network type to the target network corresponding to the target network type, including: and switching the frequency band of the current network corresponding to the current network type to the frequency band of the target network corresponding to the target network type.
Fig. 3 is another flowchart of a network handover method according to an embodiment of the present application. Please refer to fig. 2 and 3. Assuming that the acquired current network type is a 3G/4G network, acquiring a last operation behavior/current operation behavior, current time information, current position information and the like; inputting the current time, the current operation behavior/the previous operation behavior and the current position information into a trained behavior prediction model to predict the next operation behavior of the user on the electronic equipment, obtaining the predicted next operation behavior, determining that the target application corresponding to the next operation behavior is the application playing the video, obtaining the network speed grade of the application playing the video as the highest network speed grade, determining that the network type corresponding to the highest grade is 5G, and switching the current network from a 3G/4G network to a 5G network.
According to the method described in the foregoing embodiment, this embodiment will be further described from the perspective of a network switching device, which may be specifically implemented as an independent entity, or may be integrated in an electronic device, where the electronic device may include a mobile terminal, a PC terminal, a robot, and the like. At least two network types of networks are supported in the electronic device, such as a 3G/4G network, a 5G network, and the like.
Referring to fig. 4, fig. 4 specifically describes a network switching device provided in the embodiment of the present application, which is applied to an electronic device, and the network switching device may include: an acquisition unit 301, a behavior determination unit 302, a network determination unit 303, and a switching unit 304. Wherein:
an obtaining unit 301, configured to obtain a current network type of the electronic device.
A behavior determining unit 302, configured to determine a next operation behavior of the user on the electronic device.
The behavior determining unit 302 is specifically configured to obtain a previous operation behavior or a current operation behavior of a user on the electronic device; acquiring an incidence relation of operation behaviors; and determining the next operation behavior of the previous operation behavior or the current operation behavior according to the incidence relation of the operation behaviors.
The behavior determining unit 302 is specifically configured to obtain a current time, and determine a next operation behavior of the user on the electronic device according to the current time.
The behavior determining unit 302 is specifically configured to obtain current location information, and determine a next operation behavior of the user on the electronic device according to the current location information.
The behavior determining unit 302 is specifically configured to obtain a behavior prediction model; and predicting the next operation behavior of the user on the electronic equipment according to the behavior prediction model.
A network determining unit 303, configured to determine a target network type that needs to be used for a next operation behavior.
The network determining unit 303 is specifically configured to obtain a correspondence between an operation behavior and a network type set in the electronic device, and determine a target network type that needs to be used by a next operation behavior according to the correspondence between the operation behavior and the network type.
The network determining unit 303 is specifically configured to obtain a network speed level corresponding to a next operation behavior in the electronic device; and determining the network type corresponding to the network speed grade, and determining the determined network type as the target network type. The determining the network type corresponding to the network speed grade comprises the following steps: and acquiring the corresponding relation between the network speed grade and the network type, and determining the network type corresponding to the next operation behavior according to the corresponding relation between the network speed grade and the network type.
The network determining unit 303 is specifically configured to determine a target application corresponding to a next operation behavior, and determine a target network type of the electronic device according to the target application. The method comprises the steps of storing a corresponding relation between a target application and a target network type in the electronic equipment, obtaining the corresponding relation, and determining the target network type corresponding to the target application according to the corresponding relation.
The network determining unit 303 is specifically configured to determine a target application corresponding to a next operation behavior; acquiring a network speed grade corresponding to a target application; and determining the network type corresponding to the network speed grade, and determining the determined network type as the target network type of the electronic equipment. The determining the network type corresponding to the network speed grade comprises the following steps: and acquiring the corresponding relation between the network speed grade and the network type, and determining the network type corresponding to the target application according to the corresponding relation between the network speed grade and the network type.
The switching unit 304 is configured to determine whether to switch the current network corresponding to the current network type to the target network corresponding to the target network type.
The switching unit 304 is specifically configured to determine that it is not necessary to switch the current network corresponding to the current network type to the target network corresponding to the target network type if the current network type is the same as the target network type; and if the current network type is different from the target network type, determining to switch the current network corresponding to the current network type to the target network corresponding to the target network type. The switching the current network corresponding to the current network type to the target network corresponding to the target network type includes: and switching the frequency band of the current network corresponding to the current network type to the frequency band of the target network corresponding to the target network type.
Referring to fig. 5, fig. 5 specifically describes a network switching device provided in the embodiment of the present application, which is applied to an electronic device, and the network switching device may include: an acquisition unit 301, a behavior determination unit 302, a network determination unit 303, a switching unit 304, and a construction unit 305.
The construction unit 305 is configured to acquire user operation behavior information in a preset time period, where the user operation behavior information includes operation behavior information of a time dimension, an associated application dimension, and a location dimension; and training the behavior prediction model according to the user operation behavior information to obtain the trained behavior prediction model.
In a specific implementation, each of the modules and/or units may be implemented as an independent entity, or may be implemented as one or several entities by any combination, where the specific implementation of each of the modules and/or units may refer to the foregoing method embodiment, and specific achievable beneficial effects also refer to the beneficial effects in the foregoing method embodiment, which are not described herein again.
In addition, the embodiment of the application also provides an electronic device, which may include a mobile terminal, a PC terminal, a robot, and the like, wherein the electronic device supports at least two network types of mobile communication networks, such as a 3G/4G network, a 5G network, and the like. As shown in fig. 6, the electronic device 400 includes a processor 401, a memory 402. The processor 401 is electrically connected to the memory 402.
The processor 401 is a control center of the electronic device 400, connects various parts of the entire electronic device using various interfaces and lines, and performs various functions of the electronic device and processes data by running or loading an application program stored in the memory 402 and calling data stored in the memory 402, thereby integrally monitoring the electronic device.
In this embodiment, the processor 401 in the electronic device 400 loads instructions corresponding to processes of one or more application programs into the memory 402 according to the following steps, and the processor 401 runs the application programs stored in the memory 402, thereby implementing various functions:
acquiring a current network type of the electronic equipment;
determining the next operation behavior of the user on the electronic equipment;
determining a target network type required to be used by the next operation behavior;
and determining whether to switch the current network corresponding to the current network type to the target network corresponding to the target network type.
The electronic device can implement the steps in any embodiment of the network switching method provided in the embodiment of the present application, and therefore, the beneficial effects that can be achieved by any network switching method provided in the embodiment of the present invention can be achieved, which are detailed in the foregoing embodiments and will not be described herein again.
Fig. 7 is a specific block diagram of an electronic device according to an embodiment of the present invention, where the electronic device may be used to implement the network switching method provided in the foregoing embodiment. The electronic device 500 may be a mobile terminal, a PC terminal, a robot, etc.
The RF circuit 510 is used for receiving and transmitting electromagnetic waves, and performing interconversion between the electromagnetic waves and electrical signals, so as to communicate with a communication network or other devices. RF circuit 510 may include various existing circuit elements for performing these functions, such as an antenna, a radio frequency transceiver, a digital signal processor, an encryption/decryption chip, a Subscriber Identity Module (SIM) card, memory, and so forth. RF circuit 510 may communicate with various networks such as the internet, an intranet, a wireless network, or with other devices over a wireless network. The wireless network may comprise a cellular telephone network, a wireless local area network, or a metropolitan area network. The wireless network may use various Communication standards, protocols and technologies, including but not limited to Global System for Mobile communications (GSM), enhanced Mobile Communication (e-ms) technology
Enhanced Data GSM Environment (EDGE), Wideband Code Division Multiple Access (WCDMA), Code Division Multiple Access (CDMA), Time Division Multiple Access (TDMA), Wireless Fidelity (Wi-Fi) (e.g., IEEE802.11a, IEEE802.11 b, IEEE802.11g, and/or IEEE802.11 n, the american institute of electrical and electronics engineers (ieeee), Voice over Internet Protocol (VoIP), Worldwide Interoperability for Microwave Access (Wi-Max), other protocols for mail, instant messaging, and short messages, and any other suitable communication Protocol, which may even include those protocols not yet developed.
The memory 520 may be used to store software programs and modules, such as the corresponding program instructions/modules in the above-described embodiments, and the processor 580 may execute various functional applications and data processing by operating the software programs and modules stored in the memory 520. The memory 520 may include high speed random access memory, and may also include non-volatile memory, such as one or more magnetic storage devices, flash memory, or other non-volatile solid-state memory. In some examples, the memory 520 may further include memory located remotely from the processor 580, which may be connected to the electronic device 500 via a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The input unit 530 may be used to receive input numeric or character information and generate a keyboard, mouse, joystick, optical or trackball signal input related to user setting and function control. In particular, the input unit 530 may include a touch sensitive surface 531 as well as other input devices 532. The touch sensitive surface 531, also referred to as a touch display screen (touch screen) or a touch pad, may collect touch operations by a user on or near the touch sensitive surface 531 (e.g. operations by a user on or near the touch sensitive surface 531 using a finger, a stylus, or any other suitable object or attachment), and drive the corresponding connection device according to a predetermined program. Alternatively, the touch sensitive surface 531 may comprise two parts, a touch detection means and a touch controller. The touch detection device detects the touch direction of a user, detects a signal brought by touch operation and transmits the signal to the touch controller; the touch controller receives touch information from the touch sensing device, converts the touch information into touch point coordinates, and sends the touch point coordinates to the processor 580, and can receive and execute commands sent by the processor 580. In addition, the touch sensitive surface 531 may be implemented using various types of resistive, capacitive, infrared, and surface acoustic waves. The input unit 530 may comprise other input devices 532 in addition to the touch sensitive surface 531. In particular, other input devices 532 may include, but are not limited to, one or more of a physical keyboard, function keys (such as volume control keys, switch keys, etc.), a trackball, a mouse, a joystick, and the like.
The display unit 540 may be used to display information input by or provided to the user and various graphical user interfaces of the mobile terminal 500, which may be made up of graphics, text, icons, video, and any combination thereof. The Display unit 540 may include a Display panel 541, and optionally, the Display panel 541 may be configured in the form of an LCD (Liquid Crystal Display), an OLED (Organic Light-Emitting Diode), or the like. Further, the touch-sensitive surface 531 can overlie the display panel 541 such that, when a touch event is detected at or near the touch-sensitive surface 531, it is passed to the processor 580 for determining the type of touch event, whereupon the processor 580 provides a corresponding visual output on the display panel 541 in dependence upon the type of touch event. Although in the figures the touch sensitive surface 531 and the display panel 541 are shown as two separate components to implement the input and output functions, it will be appreciated that the touch sensitive surface 531 and the display panel 541 are integrated to implement the input and output functions.
The electronic device 500 may also include at least one sensor 550, such as a light sensor, motion sensor, and other sensors. Specifically, the light sensor may include an ambient light sensor that may adjust the brightness of the display panel 541 according to the brightness of ambient light, and a proximity sensor that may generate an interrupt when the folder is closed or closed. As one of the motion sensors, the gravity acceleration sensor can detect the magnitude of acceleration in each direction (generally, three axes), can detect the magnitude and direction of gravity when the mobile phone is stationary, and can be used for applications of recognizing the posture of the mobile phone (such as horizontal and vertical screen switching, related games, magnetometer posture calibration), vibration recognition related functions (such as pedometer and tapping), and the like; as for other sensors such as a gyroscope, a barometer, a hygrometer, a thermometer, and an infrared sensor, which can be configured in the electronic device 500, detailed descriptions thereof are omitted.
The audio circuit 560, speaker 561, microphone 562 may provide an audio interface between a user and the electronic device 500. The audio circuit 560 may transmit the electrical signal converted from the received audio data to the speaker 561, and convert the electrical signal into a sound signal by the speaker 561 for output; on the other hand, the microphone 562 converts the collected sound signal into an electric signal, is received by the audio circuit 560 and converted into audio data, and then outputs the audio data to the processor 580 for processing, and then to the RF circuit 510 for transmission to, for example, another terminal, or outputs the audio data to the memory 520 for further processing. The audio circuitry 560 may also include an earbud jack to provide communication of a peripheral headset with the electronic device 500.
The electronic device 500, through the transmission module 570 (e.g., a Wi-Fi module), may assist the user in receiving requests, sending messages, etc., which provides the user with wireless broadband internet access. Although the transmission module 570 is illustrated, it is understood that it does not belong to the essential constitution of the electronic device 500 and may be omitted entirely as needed within the scope not changing the essence of the invention.
The processor 580 is a control center of the electronic device 500, connects various parts of the entire cellular phone using various interfaces and lines, performs various functions of the electronic device 500 and processes data by operating or executing software programs and/or modules stored in the memory 520 and calling data stored in the memory 520, thereby performing overall monitoring of the electronic device. Optionally, processor 580 may include one or more processing cores; in some embodiments, processor 580 may integrate an application processor, which handles primarily the operating system, user interface, applications, etc., and a modem processor, which handles primarily wireless communications. It will be appreciated that the modem processor described above may not be integrated into processor 580.
Electronic device 500 also includes a power supply 590 (e.g., a battery) that powers the various components and, in some embodiments, may be logically coupled to processor 580 via a power management system that may perform functions such as managing charging, discharging, and power consumption. The power supply 590 may also include one or more dc or ac power sources, recharging systems, power failure detection circuitry, power converters or inverters, power status indicators, and any other components.
Although not shown, the electronic device 500 further includes a camera (e.g., a front camera, a rear camera), a bluetooth module, and the like, which are not described in detail herein. Specifically, in this embodiment, the display unit of the electronic device is a touch screen display, the mobile terminal further includes a memory, and one or more programs, where the one or more programs are stored in the memory and configured to be executed by the one or more processors, and the one or more programs include instructions for:
acquiring a current network type of the electronic equipment;
determining the next operation behavior of the user on the electronic equipment;
determining a target network type required to be used by the next operation behavior;
and determining whether to switch the current network corresponding to the current network type to the target network corresponding to the target network type.
In specific implementation, the above modules may be implemented as independent entities, or may be combined arbitrarily to be implemented as the same or several entities, and specific implementation of the above modules may refer to the foregoing method embodiments, which are not described herein again.
It will be understood by those skilled in the art that all or part of the steps of the methods of the above embodiments may be performed by instructions or by associated hardware controlled by the instructions, which may be stored in a computer readable storage medium and loaded and executed by a processor. To this end, an embodiment of the present invention provides a storage medium, in which a plurality of instructions are stored, and the instructions can be loaded by a processor to execute the steps of any embodiment of the network switching method provided in the embodiment of the present invention.
Wherein the storage medium may include: read Only Memory (ROM), Random Access Memory (RAM), magnetic or optical disks, and the like.
Since the instructions stored in the storage medium may execute the steps in any embodiment of the network switching method provided in the embodiment of the present invention, the beneficial effects that any network switching method provided in the embodiment of the present invention can achieve may be achieved, which are detailed in the foregoing embodiments and will not be described herein again.
The network switching method, device, storage medium and electronic device provided in the embodiments of the present application are described in detail above, and a specific example is applied in the present application to explain the principle and the implementation of the present application, and the description of the above embodiments is only used to help understand the method and the core idea of the present application; meanwhile, for those skilled in the art, according to the idea of the present application, there may be variations in the specific embodiments and the application scope, and in summary, the content of the present specification should not be construed as a limitation to the present application.
Claims (10)
1. A network switching method is applied to electronic equipment, and is characterized by comprising the following steps:
acquiring a current network type of the electronic equipment;
determining the next operation behavior of the user on the electronic equipment;
determining a target network type required to be used by the next operation behavior;
and determining whether to switch the current network corresponding to the current network type to the target network corresponding to the target network type.
2. The method according to claim 1, wherein the determining whether to switch the current network corresponding to the current network type to the target network corresponding to the target network type comprises:
if the current network type is the same as the target network type, determining that the current network corresponding to the current network type does not need to be switched to the target network corresponding to the target network type;
and if the current network type is different from the target network type, determining to switch the current network corresponding to the current network type to the target network corresponding to the target network type.
3. The network handover method according to claim 1, wherein the determining the target network type to be used for the next operation behavior comprises:
determining a target application corresponding to the next operation behavior;
and determining the target network type of the electronic equipment according to the target application.
4. The method of claim 3, wherein the determining the target network type of the electronic device according to the target application comprises:
acquiring a network speed grade corresponding to a target application;
and determining a network type corresponding to the network speed grade, and determining the network type as a target network type of the electronic equipment.
5. The network handover method according to claim 1, wherein the determining the target network type to be used for the next operation behavior comprises:
acquiring a corresponding relation between an operation behavior and a network type;
and determining the target network type required to be used by the next operation behavior according to the corresponding relation between the operation behavior and the network type.
6. The network switching method of claim 1, wherein the determining the next operation behavior of the user comprises:
acquiring a behavior prediction model;
and predicting the next operation behavior of the user on the electronic equipment according to the behavior prediction model.
7. The network switching method according to claim 6, wherein the step of constructing the behavior prediction model comprises:
acquiring user operation behavior information of a preset time period, wherein the user operation behavior information comprises operation behavior information of a time dimension, an associated application dimension and a place dimension;
and training a behavior prediction model according to the user operation behavior information to obtain a trained behavior prediction model.
8. A network switching device applied to an electronic device, comprising:
the device comprises an acquisition unit, a processing unit and a processing unit, wherein the acquisition unit is used for acquiring the current network type of the electronic equipment;
the behavior determining unit is used for determining the next operation behavior of the user on the electronic equipment;
a network determining unit, configured to determine a target network type that needs to be used for the next operation behavior;
and the switching unit is used for determining whether to switch the current network corresponding to the current network type to the target network corresponding to the target network type.
9. A computer-readable storage medium having stored thereon a plurality of instructions adapted to be loaded by a processor to perform the network handover method of any of claims 1 to 7.
10. An electronic device comprising a processor and a memory, the processor being electrically connected to the memory, the memory being configured to store instructions and data, the processor being configured to perform the steps of the network switching method of any one of claims 1 to 7.
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Application publication date: 20200421 |