CN115474222A - Terminal communication method, system, electronic equipment and storage medium - Google Patents
Terminal communication method, system, electronic equipment and storage medium Download PDFInfo
- Publication number
- CN115474222A CN115474222A CN202211109632.2A CN202211109632A CN115474222A CN 115474222 A CN115474222 A CN 115474222A CN 202211109632 A CN202211109632 A CN 202211109632A CN 115474222 A CN115474222 A CN 115474222A
- Authority
- CN
- China
- Prior art keywords
- terminal
- communicated
- communication
- historical
- state
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Images
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/06—Testing, supervising or monitoring using simulated traffic
-
- 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
Landscapes
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Mobile Radio Communication Systems (AREA)
Abstract
The application provides a communication method, a system, an electronic device and a storage medium of a terminal, wherein the method comprises the following steps: inputting the communication state and the satellite coverage state of a terminal to be communicated of an application program managed by an application function AF into a prediction model to obtain a terminal receiving state parameter of the terminal to be communicated in the next time period corresponding to the current time; sending the terminal to be communicated and the terminal receiving state parameters of the terminal to be communicated in the next time period corresponding to the current time to the AF; and enabling the AF to determine a target application program from the application programs according to the terminal receiving state parameters of the terminal to be communicated in the next time period corresponding to the current time, and enabling the target application program to be communicated with the terminal to be communicated. The method can send the terminal receiving state parameters to the AF so that the AF can determine the target application program from the application programs according to the terminal receiving state parameters and enable the target application program to be communicated with the terminal to be communicated.
Description
Technical Field
The present invention relates to the field of communications technologies, and in particular, to a terminal communication method, a terminal communication system, an electronic device, and a storage medium.
Background
An AF (Application Function) is used to manage a plurality of applications; the mobile management technology based on the satellite network cannot provide the receiving state information of the terminal for the AF, and the satellite provides discontinuous coverage service for the terminal, so that the AF cannot sense the time of the terminal for receiving the information, so that the AF cannot ensure that the information sent to the terminal by each application program can be received by the terminal in time, and the efficiency of successful delivery of the information in unit time is low.
Disclosure of Invention
In view of the above, an object of the present application is to provide a communication method, system, electronic device and storage medium for a terminal, which can send a terminal reception status parameter to an AF, so that the AF determines a target application from applications according to the terminal reception status parameter, and enables the target application to communicate with a terminal to be communicated.
In a first aspect, an embodiment of the present application provides a communication method for a terminal, where the method is applied to a communication server, and the communication method for the terminal includes:
acquiring a communication state and a satellite coverage state of a terminal to be communicated of an application program managed by an application function AF at the current time;
inputting the current time, the communication state of the current time, the satellite coverage state and the identification of the terminal to be communicated into a prediction model to obtain a terminal receiving state parameter of the terminal to be communicated in the next time period corresponding to the current time;
sending the terminal to be communicated and the terminal receiving state parameters of the terminal to be communicated in the next time period corresponding to the current time to the AF; and the AF determines a target application program for communicating with the terminal to be communicated from the application programs according to the terminal receiving state parameters of the terminal to be communicated in the next time period corresponding to the current time, so that the target application program is communicated with the terminal to be communicated.
In one possible embodiment, the method further comprises:
acquiring first historical communication data of a terminal; the first historical communication data comprises at least one of terminal identification, historical time corresponding to the terminal identification, a communication state corresponding to the terminal identification at the historical time, and a satellite coverage state corresponding to the terminal identification at the historical time;
deleting data which does not contain historical time in the first historical communication data to obtain second historical communication data;
setting the communication state of the data lacking the communication state in the second historical communication data as unreachable to obtain the set second historical communication data;
and setting the satellite coverage state of the data lacking the satellite coverage state in the set second historical communication data to be out of the satellite coverage range to obtain the target historical communication data.
In one possible embodiment, the method further comprises:
acquiring a terminal corresponding to a terminal identifier in target historical communication data, and receiving a state parameter by the terminal in the next time period corresponding to the historical time in the target historical communication data;
and taking the target historical communication data as sample data, taking the terminal corresponding to the terminal identifier in the target historical communication data and taking the terminal receiving state parameter in the next time period corresponding to the historical time in the historical communication data as a label, and training the prediction model.
In a possible implementation manner, the acquiring a communication state and a satellite coverage state of a terminal to be communicated of an application program managed by an application function AF at the current time includes:
determining AF subscribing the terminal receiving state parameter from the subscription information stored in the database;
and determining the terminal to be communicated of the application program managed by the AF from the communication information stored in the database.
In one possible embodiment, the communication server comprises: a forwarding module, an access and mobility management module;
the forwarding module acquires the communication state and the satellite coverage state of a terminal to be communicated of an application program managed by an application function AF at the current time, and sends the communication state and the satellite coverage state of the terminal to be communicated at the current time to the access and mobility management module;
the access and mobility management module inputs the communication state and the satellite coverage state of the terminal to be communicated at the current time, which are sent by the forwarding module, into the prediction model to obtain a terminal receiving state parameter of the terminal to be communicated at the current time in the next time period; sending the terminal receiving state parameter corresponding to the terminal receiving state parameter of the terminal to be communicated in the next time period corresponding to the current time to a forwarding module;
the forwarding module sends the terminal receiving state parameters of the terminal to be communicated, which are sent by the terminal to be communicated and the access and mobility management module in the next time period corresponding to the current time, to the AF, so that the AF determines a target application program communicated with the terminal to be communicated from the application programs according to the terminal receiving state parameters of the terminal to be communicated in the next time period corresponding to the current time, and the target application program is communicated with the terminal to be communicated.
In a second aspect, an embodiment of the present application further provides a communication system of a terminal, where the system includes: an Application Function (AF) and a communication server;
the communication server is used for acquiring the communication state and the satellite coverage state of the terminal to be communicated of the application program managed by the application function AF at the current time;
the communication server is also used for inputting the current time, the communication state of the current time, the satellite coverage state and the identification of the terminal to be communicated into the prediction model to obtain the terminal receiving state parameter of the terminal to be communicated in the next time period corresponding to the current time;
the communication server is also used for sending the terminal to be communicated and the terminal receiving state parameters of the terminal to be communicated in the next time period corresponding to the current time to the AF;
and the AF is used for determining a target application program for communicating with the terminal to be communicated from the application programs according to the terminal receiving state parameters of the terminal to be communicated in the next time period corresponding to the current time, so that the target application program is communicated with the terminal to be communicated.
In a possible implementation manner, the communication server is specifically used for acquiring first historical communication data of the terminal; the first historical communication data comprises at least one of terminal identification, historical time corresponding to the terminal identification, a communication state corresponding to the terminal identification at the historical time, and a satellite coverage state corresponding to the terminal identification at the historical time; deleting data which does not contain historical time in the first historical communication data to obtain second historical communication data; setting the communication state of the data lacking the communication state in the second historical communication data as unreachable to obtain the set second historical communication data; and setting the satellite coverage state of the data lacking the satellite coverage state in the set second historical communication data to be out of the satellite coverage range to obtain the target historical communication data.
In a possible implementation, the communication server is specifically configured to: acquiring a terminal corresponding to a terminal identifier in the target historical communication data, and receiving a state parameter by the terminal in the next time period corresponding to the historical time in the target historical communication data; and taking the target historical communication data as sample data, taking the terminal corresponding to the terminal identifier in the target historical communication data and taking the terminal receiving state parameter in the next time period corresponding to the historical time in the historical communication data as a label, and training the prediction model.
In a possible implementation manner, the communication server is specifically configured to determine, from subscription information stored in a database, an AF that has subscribed to the terminal for receiving the status parameters; and determining the terminal to be communicated of the application program managed by the AF from the communication information stored in the database.
In a third aspect, an embodiment of the present application further provides an electronic device, including: a processor, a storage medium and a bus, the storage medium storing machine-readable instructions executable by the processor, the processor and the storage medium communicating via the bus when the electronic device is running, the processor executing the machine-readable instructions to perform the steps of the communication method of the terminal according to any one of the first aspect.
In a fourth aspect, the present application further provides a computer-readable storage medium, on which a computer program is stored, where the computer program is executed by a processor to perform the steps of the communication method of the terminal according to any one of the first aspect.
The embodiment of the application provides a communication method, a communication system, electronic equipment and a storage medium of a terminal, wherein the method comprises the following steps: acquiring a communication state and a satellite coverage state of a terminal to be communicated of an application program managed by an application function AF at the current time; inputting the current time, the communication state of the current time, the satellite coverage state and the identification of the terminal to be communicated into a prediction model to obtain a terminal receiving state parameter of the terminal to be communicated in the next time period corresponding to the current time; sending the terminal to be communicated and the terminal receiving state parameters of the terminal to be communicated in the next time period corresponding to the current time to the AF; and the AF determines a target application program for communicating with the terminal to be communicated from the application programs according to the terminal receiving state parameters of the terminal to be communicated in the next time period corresponding to the current time, so that the target application program is communicated with the terminal to be communicated. According to the method and the device, the communication state and the satellite coverage state of the terminal to be communicated at the current time are input into the prediction model, and the terminal receiving state parameter of the terminal to be communicated in the next time period is obtained, so that the AF determines the target application program from the application programs according to the terminal receiving state parameter, and the target application program is communicated with the terminal to be communicated.
Drawings
To more clearly illustrate the technical solutions of the embodiments of the present application, the drawings needed in the embodiments will be briefly described below, it should be understood that the following drawings only illustrate some embodiments of the present application and therefore should not be considered as limiting the scope, and those skilled in the art can also obtain other related drawings based on the drawings without inventive efforts.
Fig. 1 is a flowchart illustrating a communication method of a terminal according to an embodiment of the present application;
fig. 2 is a flowchart illustrating a communication method of another terminal according to an embodiment of the present application;
fig. 3 is a schematic structural diagram illustrating a communication system of a terminal according to an embodiment of the present application;
fig. 4 shows a schematic structural diagram of an electronic device provided in an embodiment of the present application.
Detailed Description
In order to make the purpose, technical solutions and advantages of the embodiments of the present application clearer, 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 should be understood that the drawings in the present application are for illustrative and descriptive purposes only and are not used to limit the scope of protection of the present application. Additionally, it should be understood that the schematic drawings are not necessarily drawn to scale. The flowcharts used in this application illustrate operations implemented according to some embodiments of the present application. It should be understood that the operations of the flow diagrams may be performed out of order, and steps without logical context may be performed in reverse order or simultaneously. One skilled in the art, under the guidance of this application, may add one or more other operations to, or remove one or more operations from, the flowchart.
In addition, the described embodiments are only a part of the embodiments of the present application, and not all of the embodiments. The components of the embodiments of the present application, generally described and illustrated in the figures herein, can be arranged and designed in a wide variety of different configurations. Thus, the following detailed description of the embodiments of the present application, presented in the accompanying drawings, is not intended to limit the scope of the claimed application, but is merely representative of selected embodiments of the application. All other embodiments, which can be derived by a person skilled in the art from the embodiments of the present application without making any creative effort, shall fall within the protection scope of the present application.
In order to enable a person skilled in the art to use the present disclosure, the following embodiments are given in connection with a specific application scenario "communication technology area". It will be apparent to those skilled in the art that the general principles defined herein may be applied to other embodiments and applications without departing from the spirit and scope of the application. Although the present application is described primarily in the context of "the field of communications," it should be understood that this is merely one exemplary embodiment.
It should be noted that in the embodiments of the present application, the term "comprising" is used to indicate the presence of the features stated hereinafter, but does not exclude the addition of further features.
The following describes a communication method of a terminal provided in an embodiment of the present application in detail.
Referring to fig. 1, a schematic flowchart of a communication method of a terminal provided in an embodiment of the present application, where the method is applied to a communication server, and exemplary steps in the embodiment of the present application are described below:
s101, acquiring the communication state and the satellite coverage state of the terminal to be communicated of the application program managed by the application function AF at the current time.
In the prior art, an application function AF is responsible for managing communication of multiple applications, and when multiple applications need to communicate with a terminal at the same time, the AF determines a target application that preferentially communicates with the terminal from the applications that need to communicate with the terminal, but because the AF does not know terminal receiving state parameters of the terminal, the AF cannot ensure that a message sent by the target application to the terminal can be received immediately, and the efficiency of successful delivery of the message per unit time is low.
Specifically, firstly, determining the AF which subscribes the terminal to receive the state parameters from the subscription information stored in the database; determining a terminal to be communicated of an application program managed by the AF from communication information stored in a database; and acquiring the communication state and the satellite coverage state of the terminal to be communicated of the application program managed by the application function AF at the current time.
In the embodiment of the present application, the terminal to be communicated refers to a terminal that an application program needs to communicate with the terminal, and the terminal to be communicated may be stored in communication information or may be a terminal to be communicated identified and determined by a terminal identifier to be communicated sent by an application function AF.
Specifically, receiving a terminal identifier to be communicated sent by an AF, and judging whether the AF is stored in subscription information of a database; if the current time information is stored in the subscription information of the database, acquiring the communication state and the satellite coverage state of the terminal to be communicated at the current time, which correspond to the terminal to be communicated identifier; otherwise, sending the non-subscribed terminal receiving state parameter information to the AF.
The communication state refers to whether the terminal to be communicated can receive information, and specifically includes two states, namely, an reachable state and an unreachable state. When the communication state is in the reachable state, the terminal to be communicated can receive the message; when the communication state is in the unreachable state, it indicates that the terminal to be communicated cannot receive the message by itself. The satellite coverage state comprises two states of the terminal to be communicated being in the coverage area and out of the coverage area. The terminal to be communicated can receive the message sent by the AF only when the communication state of the terminal to be communicated is the reachable state and the satellite coverage state is in the coverage range.
S102, inputting the current time, the communication state of the current time, the satellite coverage state and the identification of the terminal to be communicated into a prediction model to obtain the terminal receiving state parameter of the terminal to be communicated in the next time period corresponding to the current time.
In the embodiment of the application, the prediction model is used for predicting the terminal receiving state parameters in the next time period, and the terminal receiving state parameters include receivable information and non-receivable information. When the terminal receiving state parameter of the terminal to be communicated is receivable information, the terminal to be communicated can receive the information sent by the AF, and when the terminal receiving state parameter of the terminal to be communicated is non-receivable information, the terminal to be communicated can not receive the information sent by the AF.
In addition, the prediction model predicts the terminal reception state parameters in the next time period, for example, the current time is 8.
S103, sending the terminal to be communicated and the terminal receiving state parameters of the terminal to be communicated in the next time period corresponding to the current time to the AF; and the AF determines a target application program for communicating with the terminal to be communicated from the application programs according to the terminal receiving state parameters of the terminal to be communicated in the next time period corresponding to the current time, so that the target application program is communicated with the terminal to be communicated.
In the embodiment of the application, after receiving the terminal receiving state parameters in the next time period, the AF determines the arrival time of each application program for sending information to the corresponding terminal to be communicated, determines whether the terminal receiving state parameters belonging to the same time as the arrival time are acceptable information according to the terminal receiving state parameters in the next time period, and determines the application program of which the terminal receiving state parameters belonging to the same time as the arrival time are acceptable information as the target application program, so that the target application program communicates with the terminal to be communicated, and thus the information sent by the target application program to the terminal to be communicated can be received in time, and the number of successful information arrivals in unit time is increased.
The embodiment of the application provides a communication method of a terminal, which comprises the following steps: acquiring a communication state and a satellite coverage state of a terminal to be communicated of an application program managed by an application function AF at the current time; inputting the current time, the communication state of the current time, the satellite coverage state and the identification of the terminal to be communicated into a prediction model to obtain a terminal receiving state parameter of the terminal to be communicated in the next time period corresponding to the current time; sending the terminal to be communicated and the terminal receiving state parameters of the terminal to be communicated in the next time period corresponding to the current time to the AF; and the AF determines a target application program for communicating with the terminal to be communicated from the application programs according to the terminal receiving state parameters of the terminal to be communicated in the next time period corresponding to the current time, so that the target application program is communicated with the terminal to be communicated. According to the method and the device, the communication state and the satellite coverage state of the terminal to be communicated at the current time are input into the prediction model, and the terminal receiving state parameter of the terminal to be communicated in the next time period is obtained, so that the AF determines the target application program from the application programs according to the terminal receiving state parameter, and the target application program is communicated with the terminal to be communicated.
Referring to fig. 2, a schematic flow chart of another communication method of a terminal, which is provided in the embodiment of the present application and is applied to a communication server, is shown, and exemplary steps in the embodiment of the present application are described below:
s201, acquiring a terminal corresponding to the terminal identifier in the target historical communication data, and receiving the state parameter by the terminal in the next time period corresponding to the historical time in the target historical communication data.
In the embodiment of the application, before a terminal corresponding to a terminal identifier in target historical communication data is acquired and a terminal in the next time period corresponding to the historical time in the target historical communication data receives a state parameter, acquiring first historical communication data of the terminal; the first historical communication data comprises at least one of terminal identification, historical time corresponding to the terminal identification, a communication state corresponding to the terminal identification at the historical time and a satellite coverage state corresponding to the terminal identification at the historical time; deleting data which does not contain historical time in the first historical communication data to obtain second historical communication data; setting the communication state of the data lacking the communication state in the second historical communication data as unreachable to obtain the set second historical communication data; and setting the satellite coverage state of the data lacking the satellite coverage state in the set second historical communication data to be out of the satellite coverage range to obtain the target historical communication data. This is done to normalize the data.
For example, the first historical communication data includes historical communication data a, historical communication data b, historical communication data c, and historical communication data d. The historical communication data a does not have the data of the historical time, the historical communication data b does not have the data of the communication state, the historical communication data c does not have the historical time and the communication state, and the historical communication data d comprises all data. First, the historical communication data a is deleted to obtain second historical communication data b, c, d. And then setting the communication state in the historical communication data b and c in the second historical communication data as unreachable to obtain the set third calendar Shi Tong message data, namely the set historical communication data b and the set historical communication data c and d. And finally, setting the satellite coverage state in the historical communication data c to be out of the satellite coverage range, and obtaining target historical communication data, namely the set historical communication data b and c and the historical communication data d.
S202, taking the target historical communication data as sample data, taking the terminal corresponding to the terminal identifier in the target historical communication data and the terminal receiving state parameter in the next time period corresponding to the historical time in the historical communication data as a label, and training the prediction model.
In the embodiment of the application, the convolutional neural network model is used as a prediction model, the target historical communication data is used as sample data, the terminal corresponding to the terminal identifier in the target historical communication data is used as a tag, and the terminal receiving state parameter in the next time period corresponding to the historical time in the historical communication data is used as a tag, so that the prediction model is trained. The prediction model comprises an input layer, a convolution layer, an activation function layer, a pooling layer and an output layer. The whole prediction model is divided into four layers, the first layer convolution layer comprises a convolution layer and an excitation function layer, the second layer convolution layer comprises a convolution layer, an excitation function layer and a pooling layer, the third layer network comprises a convolution layer and an excitation function layer, and the fourth layer network comprises a convolution layer, an excitation function layer and a pooling layer.
The embodiment of the application provides another communication method of a terminal, which comprises the following steps: acquiring a terminal corresponding to a terminal identifier in the target historical communication data, and receiving a state parameter by the terminal in the next time period corresponding to the historical time in the target historical communication data; and taking the target historical communication data as sample data, taking the terminal corresponding to the terminal identifier in the target historical communication data and taking the terminal receiving state parameter in the next time period corresponding to the historical time in the historical communication data as a label, and training the prediction model. By the method, the prediction model for predicting the terminal receiving state parameter of the terminal with the prediction function in the next time period can be trained.
Referring to fig. 3, a communication system of a terminal is further provided for the embodiment of the present application, and the system includes: an application function 301AF, a communication server 302;
a forwarding module in the communication server 302, configured to acquire a communication state and a satellite coverage state of a terminal to be communicated of an application program managed by an application function AF at a current time;
the access and mobility management module in the communication server 302 is further configured to input the current time, the communication state of the current time, the satellite coverage state, and the identifier of the terminal to be communicated into the prediction model, so as to obtain a terminal receiving state parameter of the terminal to be communicated in a next time period corresponding to the current time;
the forwarding module in the communication server 302 is further configured to send the terminal to be communicated and the terminal receiving state parameter of the terminal to be communicated in the next time period corresponding to the current time to the AF;
and the AF301 is used for determining a target application program for communicating with the terminal to be communicated from the application programs according to the terminal receiving state parameters of the terminal to be communicated in the next time period corresponding to the current time, so that the target application program is communicated with the terminal to be communicated.
In a possible implementation, the access and mobility management module in the communication server 302 is specifically configured to obtain the first historical communication data of the terminal; the first historical communication data comprises at least one of terminal identification, historical time corresponding to the terminal identification, a communication state corresponding to the terminal identification at the historical time, and a satellite coverage state corresponding to the terminal identification at the historical time; deleting data which does not contain historical time in the first historical communication data to obtain second historical communication data; setting the communication state of the data lacking the communication state in the second historical communication data as unreachable to obtain the set second historical communication data; and setting the satellite coverage state of the data lacking the satellite coverage state in the set second historical communication data to be out of the satellite coverage range to obtain the target historical communication data.
In a possible implementation, the access and mobility management module in the communication server 302 is specifically configured to: acquiring a terminal corresponding to a terminal identifier in the target historical communication data, and receiving a state parameter by the terminal in the next time period corresponding to the historical time in the target historical communication data; and taking the target historical communication data as sample data, taking the terminal corresponding to the terminal identifier in the target historical communication data and taking the terminal receiving state parameter in the next time period corresponding to the historical time in the historical communication data as a label, and training the prediction model.
In a possible implementation manner, the forwarding module in the communication server 302 is specifically configured to determine, from subscription information stored in a database, an AF that has subscribed to the terminal receiving status parameter; and determining the terminal to be communicated of the application program managed by the AF from the communication information stored in the database.
The embodiment of the application provides a communication system of a terminal, which comprises: a forwarding module in the communication server 302, configured to acquire a communication state and a satellite coverage state of a terminal to be communicated of an application program managed by an application function AF at a current time; the access and mobility management module in the communication server 302 is further configured to input the current time, the communication state of the current time, the satellite coverage state, and the identifier of the terminal to be communicated into the prediction model, so as to obtain a terminal receiving state parameter of the terminal to be communicated in a next time period corresponding to the current time; the forwarding module in the communication server 302 is further configured to send the terminal to be communicated and the terminal receiving state parameter of the terminal to be communicated in the next time period corresponding to the current time to the AF; and the AF301 is used for determining a target application program for communicating with the terminal to be communicated from the application programs according to the terminal receiving state parameters of the terminal to be communicated in the next time period corresponding to the current time, so that the target application program is communicated with the terminal to be communicated. According to the method and the device, the communication state and the satellite coverage state of the terminal to be communicated at the current time are input into the prediction model, and the terminal receiving state parameter of the terminal to be communicated in the next time period is obtained, so that the AF determines the target application program from the application programs according to the terminal receiving state parameter, and the target application program is communicated with the terminal to be communicated.
As shown in fig. 4, an electronic device 400 provided in an embodiment of the present application includes: a processor 401, a memory 402 and a bus, the memory 402 storing machine-readable instructions executable by the processor 401, the processor 401 and the memory 402 communicating via the bus when the electronic device is operating, the processor 401 executing the machine-readable instructions to perform the steps of the communication method of the terminal as described above.
Specifically, the memory 402 and the processor 401 can be general-purpose memory and processor, and are not limited to specific examples, and when the processor 401 executes a computer program stored in the memory 402, the communication method of the terminal can be executed.
Corresponding to the communication method of the terminal, the embodiment of the present application further provides a computer-readable storage medium, where a computer program is stored on the computer-readable storage medium, and the computer program is executed by a processor to perform the steps of the communication method of the terminal.
It can be clearly understood by those skilled in the art that, for convenience and brevity of description, the system and the specific working process of the system described above may refer to the corresponding process in the method embodiment, and are not described in detail in this application. In the several embodiments provided in this application, it should be understood that the disclosed system, and method may be implemented in other ways. The above-described system embodiments are merely illustrative, and for example, the division of the modules is merely a logical division, and other divisions may be realized in practice, and for example, a plurality of modules or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection of systems or modules through some communication interfaces, and may be in an electrical, mechanical or other form.
The modules described as separate parts may or may not be physically separate, and parts displayed as modules may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present application may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit.
The functions, if implemented in the form of software functional units and sold or used as a stand-alone product, may be stored in a non-volatile computer-readable storage medium executable by a processor. Based on such understanding, the technical solutions of the present application or portions thereof that substantially contribute to the prior art may be embodied in the form of a software product, where the computer software product is stored in a storage medium and includes several instructions for enabling a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the information processing method according to the embodiments of the present application. And the aforementioned storage medium includes: a U disk, a removable hard disk, a ROM, a RAM, a magnetic disk or an optical disk, and various media capable of storing program codes.
The above description is only for the specific embodiments of the present application, but the scope of the present application is not limited thereto, and any person skilled in the art can easily conceive of the changes or substitutions within the technical scope of the present application, and shall be covered by the scope of the present application. Therefore, the protection scope of the present application shall be subject to the protection scope of the claims.
Claims (10)
1. A communication method of a terminal is applied to a communication server, and the communication method of the terminal comprises the following steps:
acquiring a communication state and a satellite coverage state of a terminal to be communicated of an application program managed by an application function AF at the current time;
inputting the current time, the communication state of the current time, the satellite coverage state and the identification of the terminal to be communicated into a prediction model to obtain a terminal receiving state parameter of the terminal to be communicated in the next time period corresponding to the current time;
sending the terminal to be communicated and the terminal receiving state parameters of the terminal to be communicated in the next time period corresponding to the current time to the AF; and the AF determines a target application program which is communicated with the terminal to be communicated from the application programs according to the terminal receiving state parameters of the terminal to be communicated in the next time period corresponding to the current time, so that the target application program is communicated with the terminal to be communicated.
2. The communication method of the terminal according to claim 1, wherein the method further comprises:
acquiring first historical communication data of a terminal; the first historical communication data comprises at least one of terminal identification, historical time corresponding to the terminal identification, a communication state corresponding to the terminal identification at the historical time, and a satellite coverage state corresponding to the terminal identification at the historical time;
deleting data which does not contain historical time in the first historical communication data to obtain second historical communication data;
setting the communication state of the data lacking the communication state in the second historical communication data to be unreachable to obtain the set second historical communication data;
and setting the satellite coverage state of the data lacking the satellite coverage state in the set second historical communication data to be out of the satellite coverage range to obtain the target historical communication data.
3. The communication method of the terminal according to claim 2, wherein the method further comprises:
acquiring a terminal corresponding to a terminal identifier in the target historical communication data, and receiving a state parameter by the terminal in the next time period corresponding to the historical time in the target historical communication data;
and taking the target historical communication data as sample data, taking a terminal corresponding to a terminal identifier in the target historical communication data and a terminal receiving state parameter in a next time period corresponding to the historical time in the historical communication data as a label, and training the prediction model.
4. The communication method of the terminal according to claim 1, wherein the acquiring the communication state and the satellite coverage state of the terminal to be communicated of the application program managed by the application function AF at the current time comprises:
determining AF subscribing the terminal receiving state parameter from the subscription information stored in the database;
determining a terminal to be communicated of the application program managed by the AF from communication information stored in a database;
and acquiring the communication state and the satellite coverage state of the terminal to be communicated of the application program managed by the application function AF at the current time.
5. The communication method of the terminal according to claim 1, wherein the communication server comprises: a forwarding module, an access and mobility management module;
the forwarding module acquires the communication state and the satellite coverage state of a terminal to be communicated of an application program managed by an application function AF at the current time, and sends the communication state and the satellite coverage state of the terminal to be communicated at the current time to the access and mobility management module;
the access and mobility management module inputs the communication state and the satellite coverage state of the terminal to be communicated at the current time, which are sent by the forwarding module, into a prediction model to obtain a terminal receiving state parameter of the terminal to be communicated at the current time in the next time period; sending the terminal receiving state parameter corresponding to the terminal receiving state parameter of the terminal to be communicated in the next time period corresponding to the current time to the forwarding module;
and the forwarding module sends the terminal receiving state parameters of the terminal to be communicated, which are sent by the terminal to be communicated and the access and mobility management module, in the next time period corresponding to the current time to the AF, so that the AF determines a target application program for communicating with the terminal to be communicated from the application programs according to the terminal receiving state parameters of the terminal to be communicated in the next time period corresponding to the current time, and the target application program is communicated with the terminal to be communicated.
6. A communication system for a terminal, the system comprising: an Application Function (AF) and a communication server;
the communication server is used for acquiring the communication state and the satellite coverage state of the terminal to be communicated of the application program managed by the application function AF at the current time;
the communication server is further configured to input the current time, the communication state of the current time, the satellite coverage state, and the identifier of the terminal to be communicated into a prediction model, so as to obtain a terminal receiving state parameter of the terminal to be communicated in a next time period corresponding to the current time;
the communication server is further configured to send the terminal to be communicated and the terminal receiving state parameter of the terminal to be communicated in the next time period corresponding to the current time to the AF;
and the AF is used for determining a target application program which is communicated with the terminal to be communicated from the application programs according to the terminal receiving state parameters of the terminal to be communicated in the next time period corresponding to the current time, so that the target application program is communicated with the terminal to be communicated.
7. The communication system of the terminal according to claim 6, wherein the communication server is specifically configured to:
acquiring first historical communication data of a terminal; the first historical communication data comprises at least one of terminal identification, historical time corresponding to the terminal identification, a communication state corresponding to the terminal identification at the historical time, and a satellite coverage state corresponding to the terminal identification at the historical time;
deleting data which does not contain historical time in the first historical communication data to obtain second historical communication data;
setting the communication state of the data lacking the communication state in the second historical communication data as unreachable to obtain the set second historical communication data;
and setting the satellite coverage state of the data lacking the satellite coverage state in the set second historical communication data to be out of the satellite coverage range to obtain the target historical communication data.
8. The communication system of the terminal according to claim 7, wherein the communication server is specifically configured to:
acquiring a terminal corresponding to a terminal identifier in the target historical communication data, and receiving a state parameter by the terminal in the next time period corresponding to the historical time in the target historical communication data;
and taking the target historical communication data as sample data, taking a terminal corresponding to a terminal identifier in the target historical communication data and a terminal receiving state parameter in a next time period corresponding to the historical time in the historical communication data as a label, and training the prediction model.
9. An electronic device, comprising: a processor, a storage medium and a bus, the storage medium storing machine-readable instructions executable by the processor, the processor and the storage medium communicating via the bus when the electronic device is operating, the processor executing the machine-readable instructions to perform the steps of the communication method of the terminal according to any one of claims 1 to 5.
10. A computer-readable storage medium, characterized in that the computer-readable storage medium has stored thereon a computer program which, when being executed by a processor, performs the steps of the communication method of the terminal according to any one of claims 1 to 5.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202211109632.2A CN115474222B (en) | 2022-09-13 | 2022-09-13 | Communication method and system of terminal, electronic equipment and storage medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202211109632.2A CN115474222B (en) | 2022-09-13 | 2022-09-13 | Communication method and system of terminal, electronic equipment and storage medium |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN115474222A true CN115474222A (en) | 2022-12-13 |
| CN115474222B CN115474222B (en) | 2023-06-16 |
Family
ID=84332682
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202211109632.2A Active CN115474222B (en) | 2022-09-13 | 2022-09-13 | Communication method and system of terminal, electronic equipment and storage medium |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN115474222B (en) |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110769455A (en) * | 2018-07-26 | 2020-02-07 | 华为技术有限公司 | Data collection method, equipment and system |
| CN114762396A (en) * | 2019-11-29 | 2022-07-15 | 瑞典爱立信有限公司 | Method and apparatus for event reporting |
| CN114916042A (en) * | 2022-06-13 | 2022-08-16 | 中国联合网络通信集团有限公司 | Call processing method, device, equipment and storage medium |
| WO2022170446A1 (en) * | 2021-02-09 | 2022-08-18 | 北京小米移动软件有限公司 | Method and apparatus for determining satellite link information |
| CN114978292A (en) * | 2022-06-24 | 2022-08-30 | 广州爱浦路网络技术有限公司 | Satellite network connection method, system, electronic equipment and storage medium |
-
2022
- 2022-09-13 CN CN202211109632.2A patent/CN115474222B/en active Active
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110769455A (en) * | 2018-07-26 | 2020-02-07 | 华为技术有限公司 | Data collection method, equipment and system |
| US20210314795A1 (en) * | 2018-07-26 | 2021-10-07 | Huawei Technologies Co., Ltd. | Data Collection Method, Device, and System |
| CN114762396A (en) * | 2019-11-29 | 2022-07-15 | 瑞典爱立信有限公司 | Method and apparatus for event reporting |
| WO2022170446A1 (en) * | 2021-02-09 | 2022-08-18 | 北京小米移动软件有限公司 | Method and apparatus for determining satellite link information |
| CN114916042A (en) * | 2022-06-13 | 2022-08-16 | 中国联合网络通信集团有限公司 | Call processing method, device, equipment and storage medium |
| CN114978292A (en) * | 2022-06-24 | 2022-08-30 | 广州爱浦路网络技术有限公司 | Satellite network connection method, system, electronic equipment and storage medium |
Also Published As
| Publication number | Publication date |
|---|---|
| CN115474222B (en) | 2023-06-16 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN111522641B (en) | Task scheduling method, device, computer equipment and storage medium | |
| EP1460873A1 (en) | Mobile unit, server and method of providing information | |
| CN109152061B (en) | Channel allocation method, device, server and storage medium | |
| CN107689968B (en) | Task processing system, method and device | |
| CN111954173A (en) | Method, device, server and computer readable storage medium for sending short message | |
| CN111125230A (en) | Data processing method and system of Internet of things platform based on rule engine | |
| CN109348434B (en) | Scene information sending method, sending device and terminal equipment | |
| CN111159530A (en) | System, apparatus, method and storage medium for automatically pushing financial product message | |
| CN114091610A (en) | Intelligent decision method and device | |
| CN110119314A (en) | A kind of server calls method, apparatus, server and storage medium | |
| CN109583615A (en) | Booking method, system and server, the computer readable storage medium of meeting room | |
| CN112804099A (en) | Parameter batch configuration method and device, computer equipment and readable storage medium | |
| CN111078560B (en) | Test method and device based on flow pruning, electronic equipment and storage medium | |
| CN107493312B (en) | Service calling method and device | |
| CN115474222A (en) | Terminal communication method, system, electronic equipment and storage medium | |
| CN115333942B (en) | Event retry method and device, storage medium and electronic equipment | |
| EP1926298B1 (en) | Systems and methods for managing services for carrier subscribers and migrating them to service bundles | |
| CN108234795B (en) | Voice alarm method, device, system, storage medium and processor | |
| CN111833119A (en) | Order allocation method and device, electronic equipment and storage medium | |
| CN113965538B (en) | Equipment state message processing method, device and storage medium | |
| CN106412257B (en) | Positioning service control method and system | |
| US8458705B2 (en) | Method and apparatus for preventing the omission and repeated execution of schedule information due to a time change | |
| CN111815339B (en) | Marketing information pushing method and device | |
| CN113572701A (en) | Service interface flow control method, device, equipment and storage medium | |
| CN112507193A (en) | Data updating method, device, equipment and storage medium |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |