CN115276762B - Satellite network connection method, system, electronic equipment and storage medium - Google Patents
Satellite network connection method, system, electronic equipment and storage medium Download PDFInfo
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- CN115276762B CN115276762B CN202210731430.5A CN202210731430A CN115276762B CN 115276762 B CN115276762 B CN 115276762B CN 202210731430 A CN202210731430 A CN 202210731430A CN 115276762 B CN115276762 B CN 115276762B
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/14—Relay systems
- H04B7/15—Active relay systems
- H04B7/185—Space-based or airborne stations; Stations for satellite systems
- H04B7/1851—Systems using a satellite or space-based relay
- H04B7/18513—Transmission in a satellite or space-based system
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B7/00—Radio transmission systems, i.e. using radiation field
- H04B7/14—Relay systems
- H04B7/15—Active relay systems
- H04B7/185—Space-based or airborne stations; Stations for satellite systems
- H04B7/1851—Systems using a satellite or space-based relay
- H04B7/18519—Operations control, administration or maintenance
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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 embodiment of the application provides a satellite network connection method, a system, electronic equipment and a storage medium, wherein the method comprises the following steps: inputting the current residual capacity and the historical residual capacity of the terminal into a plurality of residual capacity prediction models, and predicting to obtain the initial residual capacity of the terminal; determining the final residual capacity of the terminal according to all the initial residual capacities; determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity; and sending the satellite network connection parameters to the terminal so that the terminal can determine whether to connect the satellite network according to the satellite network connection parameters. According to the method and the device, the initial residual capacity of the terminal is predicted through the residual capacity prediction models, the final residual capacity of the terminal is determined according to all the initial residual capacities, and the satellite network connection parameters corresponding to the terminal are determined according to the final residual capacity and sent to the terminal, so that the terminal can work normally.
Description
Technical Field
The present invention relates to the technical field of satellite networks, and in particular, to a method, a system, an electronic device, and a storage medium for connecting a satellite network.
Background
When the terminal is in a non-service state, the terminal can continuously initiate connection to the satellite network so as to be capable of normally receiving service, but the continuous connection to the satellite network can consume a large amount of electric quantity of the terminal, so that the terminal is shut down due to electric quantity exhaustion, and the terminal cannot normally work.
Disclosure of Invention
In view of the foregoing, an object of the present application is to provide a method, a system, an electronic device, and a storage medium for connecting a satellite network, which enable a terminal to operate normally.
In a first aspect, an embodiment of the present application provides a method for connecting a satellite network, where the method is applied to a server, and the method for connecting a satellite network includes:
acquiring the current residual capacity of a terminal in a coverage area and a plurality of historical residual capacities which belong to the same time as the current time;
inputting the current residual capacity and the historical residual capacity into a plurality of residual capacity prediction models, and predicting to obtain the initial residual capacity of the terminal; different residual electric quantity prediction models are obtained by training different sample sets;
determining the final residual capacity of the terminal according to all the initial residual capacities;
determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity;
and sending the satellite network connection parameters to the terminal so that the terminal can determine whether to connect the satellite network according to the satellite network connection parameters.
In one possible implementation manner, determining the final remaining power of the terminal according to all the initial remaining power includes:
and determining the average value of all the initial residual electric quantity as the final residual electric quantity of the terminal, or determining the weighted average value of all the initial residual electric quantity as the final residual electric quantity of the terminal.
In one possible implementation manner, determining the satellite network connection parameter corresponding to the terminal according to the final remaining power includes:
judging whether the final residual electric quantity is smaller than a preset threshold value or not;
if the final residual electric quantity is smaller than a preset threshold value, setting the satellite network connection parameters corresponding to the terminal to be unconnected with the satellite network;
and if the final residual electric quantity is greater than or equal to a preset threshold value, keeping the satellite network connection parameters corresponding to the terminal unchanged.
In one possible embodiment, the method further comprises:
acquiring a plurality of historical residual electric quantity of the terminal belonging to the same target time and the historical residual electric quantity of the next time corresponding to the target time;
and taking a plurality of historical residual electric quantity of the terminal at the same target time as sample data, taking the historical residual electric quantity of the terminal at the next time corresponding to the target time as a label, and training the residual electric quantity prediction model.
In one possible implementation, the server includes: the system comprises a network data analysis module and a unified data management module;
the network data analysis module acquires the current residual capacity of the terminal in the coverage area and a plurality of historical residual capacities belonging to the same time as the current time from a database, and the historical residual capacities of all terminals at different times are stored in the database;
and the unified data management module determines satellite network connection parameters corresponding to the terminal according to the final residual electric quantity and sends the satellite network connection parameters to the terminal.
In one possible embodiment, the method further comprises:
acquiring a charging state of a terminal in a coverage area;
and determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity and the charging state.
In one possible implementation manner, determining the satellite network connection parameter corresponding to the terminal according to the final remaining power and the charging state includes:
judging whether the final residual electric quantity is smaller than a preset threshold value or not;
if the final residual electric quantity is smaller than a preset threshold value and the charging state is uncharged, setting the satellite network connection parameters corresponding to the terminal to be unconnected with the satellite network;
if the final residual electric quantity is smaller than a preset threshold value and the charging state is charging, the satellite network connection parameters corresponding to the terminal are kept unchanged;
and if the final residual electric quantity is greater than or equal to a preset threshold value, keeping the satellite network connection parameters corresponding to the terminal unchanged.
In a second aspect, an embodiment of the present application further provides a connection system of a satellite network, where the system includes a terminal and a server;
the server is used for acquiring the current residual capacity of the terminal in the coverage area and a plurality of historical residual capacities which belong to the same time as the current time;
the server is also used for inputting the current residual capacity and the historical residual capacity into a plurality of residual capacity prediction models, and predicting to obtain the initial residual capacity of the terminal; different residual electric quantity prediction models are obtained by training different sample sets;
the server is also used for determining the final residual capacity of the terminal according to all the initial residual capacities;
the server is also used for determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity;
the server is also used for sending the satellite network connection parameters to the terminal;
and the terminal is used for determining whether to connect the satellite network according to the satellite network connection parameters.
In one possible implementation manner, the server is specifically configured to determine an average value of all the initial remaining capacities as a final remaining capacity of the terminal, or determine a weighted average value of all the initial remaining capacities as a final remaining capacity of the terminal.
In one possible implementation manner, the server is specifically configured to determine whether the final remaining power is less than a preset threshold; if the final residual electric quantity is smaller than a preset threshold value, setting the satellite network connection parameters corresponding to the terminal to be unconnected with the satellite network; and if the final residual electric quantity is greater than or equal to a preset threshold value, keeping the satellite network connection parameters corresponding to the terminal unchanged.
In a possible implementation manner, the server is further configured to obtain a plurality of historical residual capacities of the terminal belonging to the same target time and a historical residual capacity of a next time corresponding to the target time;
and the server is also used for training the residual capacity prediction model by taking a plurality of historical residual capacities of the terminal at the same target time as sample data and taking the historical residual capacity of the next time corresponding to the target time as a label.
In one possible implementation, the server includes: the system comprises a network data analysis module and a unified data management module;
the network data analysis module is used for acquiring the current residual capacity of the terminal in the coverage area and a plurality of historical residual capacities belonging to the same time as the current time from the database, wherein the database stores the historical residual capacities of all terminals at different times;
and the unified data management module is used for determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity and sending the satellite network connection parameters to the terminal.
In a possible implementation manner, the server is further configured to obtain a charging state of the terminal in the coverage area;
and the server is also used for determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity and the charging state.
In one possible implementation manner, the server is specifically configured to determine whether the final remaining power is less than a preset threshold; if the final residual electric quantity is smaller than a preset threshold value and the charging state is uncharged, setting the satellite network connection parameters corresponding to the terminal to be unconnected with the satellite network; if the final residual electric quantity is smaller than a preset threshold value and the charging state is charging, the satellite network connection parameters corresponding to the terminal are kept unchanged; and if the final residual electric quantity is greater than or equal to a preset threshold value, keeping the satellite network connection parameters corresponding to the terminal unchanged.
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 in communication over the bus when the electronic device is operating, the processor executing the machine-readable instructions to perform the steps of the method of connecting a satellite network as in any of the first aspects.
In a fourth aspect, embodiments of the present application further provide a computer-readable storage medium, on which a computer program is stored, which when executed by a processor performs the steps of the method for connecting a satellite network according to any one of the first aspects.
The embodiment of the application provides a satellite network connection method, a system, electronic equipment and a storage medium, wherein the method comprises the following steps: acquiring the current residual capacity of a terminal in a coverage area and a plurality of historical residual capacities which belong to the same time as the current time; inputting the current residual capacity and the historical residual capacity into a plurality of residual capacity prediction models, and predicting to obtain the initial residual capacity of the terminal; determining the final residual capacity of the terminal according to all the initial residual capacities; determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity; and sending the satellite network connection parameters to the terminal so that the terminal can determine whether to connect the satellite network according to the satellite network connection parameters. According to the method and the device, the initial residual capacity of the terminal is predicted through the residual capacity prediction models, the final residual capacity of the terminal is determined according to all the initial residual capacities, and the satellite network connection parameters corresponding to the terminal are determined according to the final residual capacity and sent to the terminal, so that the terminal can work normally.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings that are needed in the embodiments will be briefly described below, it being understood that the following drawings only illustrate some embodiments of the present application and therefore should not be considered limiting the scope, and that other related drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 shows a flowchart of a method for connecting a satellite network according to an embodiment of the present application;
fig. 2 is a flowchart of another method for connecting a satellite network according to an embodiment of the present application;
fig. 3 is a schematic structural diagram of a connection system of a satellite network according to an embodiment of the present application;
fig. 4 shows a schematic structural diagram of an electronic device according to an embodiment of the present application.
Detailed Description
For the purpose of making the objects, technical solutions and advantages of the embodiments of the present application more clear, the technical solutions of the embodiments of the present application will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present application, and it should be understood that the accompanying drawings in the present application are only for the purpose of illustration and description, and are not intended to limit the protection scope of the present application. In addition, it should be understood that the schematic drawings are not drawn to scale. A flowchart, as used in this application, illustrates operations implemented according to some embodiments of the present application. It should be understood that the operations of the flow diagrams may be implemented out of order and that steps without logical context may be performed in reverse order or concurrently. Moreover, one or more other operations may be added to the flow diagrams and one or more operations may be removed from the flow diagrams as directed by those skilled in the art.
In addition, the described embodiments are only some, but not all, of the embodiments of the present application. The components of the embodiments of the present application, which are generally described and illustrated in the figures herein, may be arranged and designed in a wide variety of different configurations. Thus, the following detailed description of the embodiments of the present application, as provided in the accompanying drawings, is not intended to limit the scope of the application, as claimed, but is merely representative of selected embodiments of the application. All other embodiments, which can be made by those skilled in the art based on the embodiments of the present application without making any inventive effort, are intended to be within the scope of the present application.
In order to enable one skilled in the art to use the present disclosure, the following embodiments are presented in connection with a specific application scenario "satellite network technology field". It will be apparent to those having ordinary skill 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 present application. Although the present application is described primarily in the context of "satellite network technology," it should be understood that this is but one exemplary embodiment.
It should be noted that the term "comprising" will be used in the embodiments of the present application to indicate the presence of the features stated hereinafter, but not to exclude the addition of other features.
The following describes a method for connecting a satellite network in detail.
Referring to fig. 1, a flowchart of a method for connecting a satellite network according to an embodiment of the present application is shown, where the method is applied to a server, and the following description describes exemplary steps of the embodiment of the present application:
s101, acquiring the current residual capacity of the terminal in the coverage area and a plurality of historical residual capacities which belong to the same time as the current time.
In this embodiment, when the terminal in the management coverage area disconnects the satellite network, the current remaining power of the terminal and a plurality of historical remaining powers belonging to the same time as the current time are obtained, for example, the current time is 4 months, 3 days, 10:00, then the current remaining power of the terminal is obtained, and the remaining power of the terminal at 10:00 per day in the first six days of 4 months, 3 days, namely, the remaining power of the terminal at 10:00 per day in the first 2 months, 10:00 in the first 1 month, 10:00 in the first 31 months, 10:00 in the first 30 months, 10:00 in the first 29 months, 10:00 in the first 28 months, may also be the first 5 days, the first 4 days, which is specific according to the actual situation.
S102, inputting the current residual capacity and the historical residual capacity into a plurality of residual capacity prediction models, and predicting to obtain the initial residual capacity of the terminal.
In this embodiment of the present application, the obtained current residual capacity and the obtained historical residual capacity are input into a first residual capacity prediction model to obtain a first initial residual capacity, the obtained current residual capacity and the obtained historical residual capacity are input into a second residual capacity prediction model to obtain a second initial residual capacity, the obtained current residual capacity and the obtained historical residual capacity are input into an nth residual capacity prediction model to obtain an nth initial residual capacity, and the number of the residual capacity prediction models is not specifically limited and is determined according to actual conditions.
Optionally, acquiring a plurality of historical residual electric quantity of the terminal belonging to the same target time and the historical residual electric quantity of the next time corresponding to the target time; and taking a plurality of historical residual electric quantity of the terminal at the same target time as sample data, taking the historical residual electric quantity of the terminal at the next time corresponding to the target time as a label, and training the residual electric quantity prediction model.
Here, training a residual power prediction model according to a plurality of historical residual power of a plurality of terminals at a plurality of target times, inputting the acquired plurality of historical residual power of the terminals belonging to the same target time into the residual power prediction model, and predicting to obtain predicted residual power of the next time corresponding to the target time; and determining the accuracy of the residual capacity prediction model according to the predicted residual capacity and the historical residual capacity of the next time corresponding to the target time corresponding to the predicted residual capacity, wherein if the accuracy reaches a preset threshold, the current residual capacity prediction model is used as a final residual capacity prediction model, and if not, the residual capacity prediction model is updated.
The different residual capacity prediction models are obtained by training different sample sets, that is, the different residual capacity prediction models are obtained by training different historical residual capacities belonging to the same target time.
S103, determining the final residual capacity of the terminal according to all the initial residual capacities.
Alternatively, an average value of all the initial remaining capacities is determined as a final remaining capacity of the terminal.
For example, if the initial remaining power is a, b, and c, respectively, the final remaining power of the terminal is 1/3 (a+b+c).
Alternatively, a weighted average of all the initial remaining amounts is determined as the final remaining amount of the terminal.
For example, the initial residual amounts are a, b, c, and the weights are W 1 、W 2 、W 3 The final remaining power of the terminal is aW 1 +bW 2 +cW 3 。
Wherein the weights are learned from training data, i.e. W 1 Is the weight obtained by model training of predicting a, W 2 Is the weight obtained by model training of the prediction b, W 3 Is the weight obtained by model training of predicting and obtaining c.
And S104, determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity.
Specifically, judging whether the final residual electric quantity is smaller than a preset threshold value or not; if the final residual electric quantity is smaller than a preset threshold value, setting the satellite network connection parameters corresponding to the terminal to be unconnected with the satellite network; and if the final residual electric quantity is greater than or equal to a preset threshold value, keeping the satellite network connection parameters corresponding to the terminal unchanged.
In this embodiment of the present application, if the final remaining power is smaller than a preset threshold, it is indicated that the terminal power is low, then the satellite network connection parameter is directly set to be not connected to the satellite network, and if the final remaining power is greater than or equal to the preset threshold, it is indicated that the terminal power is sufficient, and the satellite network connection parameter corresponding to the terminal is kept unchanged.
And S105, transmitting the satellite network connection parameters to the terminal so that the terminal can determine whether to connect the satellite network according to the satellite network connection parameters.
The embodiment of the application provides a connection method of a satellite network, which comprises the following steps: acquiring the current residual capacity of a terminal in a coverage area and a plurality of historical residual capacities which belong to the same time as the current time; inputting the current residual capacity and the historical residual capacity into a plurality of residual capacity prediction models, and predicting to obtain the initial residual capacity of the terminal; determining the final residual capacity of the terminal according to all the initial residual capacities; determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity; and sending the satellite network connection parameters to the terminal so that the terminal can determine whether to connect the satellite network according to the satellite network connection parameters. According to the method and the device, the initial residual capacity of the terminal is predicted through the residual capacity prediction models, the final residual capacity of the terminal is determined according to all the initial residual capacities, and the satellite network connection parameters corresponding to the terminal are determined according to the final residual capacity and sent to the terminal, so that the terminal can work normally.
Referring to fig. 2, a flowchart of another method for connecting a satellite network according to an embodiment of the present application is shown, where the method is applied to a server, and the following description describes exemplary steps of the embodiment of the present application:
s201, acquiring a charging state of a terminal in a coverage area;
in the embodiment of the application, the charging state of the terminal in the coverage area is obtained; the state of charge includes charged and uncharged.
S202, determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity and the charging state.
Judging whether the final residual electric quantity is smaller than a preset threshold value or not; if the final residual electric quantity is smaller than a preset threshold value and the charging state is uncharged, setting the satellite network connection parameters corresponding to the terminal to be unconnected with the satellite network; if the final residual electric quantity is smaller than a preset threshold value and the charging state is charging, the satellite network connection parameters corresponding to the terminal are kept unchanged; and if the final residual electric quantity is greater than or equal to a preset threshold value, keeping the satellite network connection parameters corresponding to the terminal unchanged.
In the embodiment of the application, if the final remaining power is smaller than the preset threshold and the charging state is uncharged, the power is low, and the terminal is not charged, which means that the satellite network connection parameters corresponding to the terminal need to be set to be unconnected with the satellite network; if the final residual electric quantity is smaller than a preset threshold value and the charging state is charging, the satellite network connection parameters corresponding to the terminal are kept unchanged; it is explained that the terminal is already being charged, although the power is low, so that the satellite network connection parameters corresponding to the terminal can be kept unchanged.
The embodiment of the application provides another satellite network connection method, which is used for jointly determining satellite network connection parameters corresponding to a terminal according to the charging state and the final residual electric quantity of the terminal. By means of the method, the satellite network connection parameters can be determined more accurately.
Referring to fig. 3, a schematic diagram of a connection system of a satellite network according to an embodiment of the present application is shown, where the system includes: a server 301 and a terminal 302; the server 301 includes a network data analysis module 303 and a unified data management module 304.
The network data analysis module 303 in the server 301 is configured to obtain a current remaining power of a terminal in a coverage area and a plurality of historical remaining powers belonging to the same time as the current time.
The network data analysis module 303 in the server 301 is further configured to input the current remaining power and the historical remaining power into a plurality of remaining power prediction models, and predict an initial remaining power of the terminal; different residual capacity prediction models are obtained through training by using different sample sets.
The network data analysis module 303 in the server 301 is further configured to determine a final remaining power of the terminal according to all the initial remaining powers, and send the final remaining power of the terminal to the unified data management module 304.
The unified data management module 304 in the server 301 is configured to determine a satellite network connection parameter corresponding to the terminal 302 according to the final remaining power sent by the network data analysis module 303, and send the satellite network connection parameter to the terminal 302.
The terminal 302 is configured to determine whether to connect to the satellite network according to the satellite network connection parameters sent by the unified data management module 304.
In one possible implementation, the network data analysis module 303 in the server 301 is specifically configured to determine an average value of all the initial remaining capacities as a final remaining capacity of the terminal 302, or determine a weighted average value of all the initial remaining capacities as a final remaining capacity of the terminal 302.
In one possible implementation manner, the unified data management module 304 in the server 301 is specifically configured to determine whether the final remaining power is less than a preset threshold; if the final remaining power is smaller than the preset threshold, setting the satellite network connection parameter corresponding to the terminal 302 to be not connected with the satellite network; if the final remaining power is greater than or equal to the preset threshold, the satellite network connection parameters corresponding to the terminal 302 remain unchanged.
In a possible implementation manner, the network data analysis module 303 in the server 301 is further configured to obtain a plurality of historical residual amounts of the terminal 302 belonging to the same target time and a historical residual amount of a next time corresponding to the target time;
the network data analysis module 303 in the server 301 is further configured to train the residual power prediction model by using a plurality of historical residual powers of the terminal 302 at the same target time as sample data and using the historical residual power of the next time corresponding to the target time as a tag.
In a possible implementation manner, the unified data management module 304 in the server 301 is further configured to obtain a charging state of the terminal 302 in the coverage area;
the unified data management module 304 in the server 301 is further configured to determine satellite network connection parameters corresponding to the terminal 302 according to the final remaining power and the charging state.
In one possible implementation manner, the unified data management module 304 in the server 301 is specifically configured to determine whether the final remaining power is less than a preset threshold; if the final remaining power is smaller than the preset threshold and the charging state is uncharged, setting the satellite network connection parameters corresponding to the terminal 302 to be unconnected with the satellite network; if the final remaining power is smaller than the preset threshold and the charging state is charging, the satellite network connection parameters corresponding to the terminal 302 remain unchanged; if the final remaining power is greater than or equal to the preset threshold, the satellite network connection parameters corresponding to the terminal 302 remain unchanged.
The embodiment of the application provides a connection system of a satellite network, which comprises the following components: a server 301 and a terminal 302; the server 301 includes a network data analysis module 303 and a unified data management module 304; the server 301 communicates unidirectionally to the terminal 302, and the network data analysis module 303 communicates unidirectionally to the unified data management module 304; a network data analysis module 303 in the server 301, configured to obtain a current remaining power of a terminal in a coverage area and a plurality of historical remaining powers belonging to the same time as the current time; the network data analysis module 303 in the server 301 is further configured to input the current remaining power and the historical remaining power into a plurality of remaining power prediction models, and predict an initial remaining power of the terminal; different residual electric quantity prediction models are obtained by training different sample sets; the network data analysis module 303 in the server 301 is further configured to determine a final remaining power of the terminal according to all the initial remaining powers, and send the final remaining power of the terminal to the unified data management module 304; a unified data management module 304 in the server 301, configured to determine a satellite network connection parameter corresponding to the terminal 302 according to the final remaining power sent by the network data analysis module 303, and send the satellite network connection parameter to the terminal 302; the terminal 302 is configured to determine whether to connect to the satellite network according to the satellite network connection parameters sent by the unified data management module 304. According to the method and the device, the initial residual capacity of the terminal is predicted through the residual capacity prediction models, the final residual capacity of the terminal is determined according to all the initial residual capacities, and the satellite network connection parameters corresponding to the terminal are determined according to the final residual capacity and sent to the terminal, so that the terminal can work normally.
As shown in fig. 4, an electronic device 400 provided in an embodiment of the present application includes: the system comprises 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 over the bus when the electronic device is running, the processor 401 executing the machine-readable instructions to perform the steps of the method of connecting a satellite network as described above.
Specifically, the memory 402 and the processor 401 can be general-purpose memories and processors, and are not particularly limited herein, and the connection method of the satellite network can be performed when the processor 401 runs a computer program stored in the memory 402.
Corresponding to the above-mentioned method for connecting a satellite network, the embodiments of the present application further provide a computer-readable storage medium, on which a computer program is stored, which when being executed by a processor, performs the steps of the above-mentioned method for connecting a satellite network.
It will be clearly understood by those skilled in the art that, for convenience and brevity of description, specific working procedures of the above-described system and apparatus may refer to corresponding procedures in the method embodiments, which are not described in detail in this application. In the several embodiments provided in this application, it should be understood that the disclosed systems, devices, and methods may be implemented in other manners. The above-described apparatus embodiments are merely illustrative, and the division of the modules is merely a logical function division, and there may be additional divisions when actually implemented, and for example, multiple modules or components may be combined or integrated into another system, or some features may be omitted or not performed. Alternatively, the coupling or direct coupling or communication connection shown or discussed with each other may be through some communication interface, indirect coupling or communication connection of devices or modules, electrical, mechanical, or other form.
The modules described as separate components may or may not be physically separate, and components shown as modules may or may not be physical units, may be located in one place, or may be distributed over multiple network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of this embodiment.
In addition, each functional unit in each embodiment of the present application may be integrated in one processing unit, or each unit may exist alone physically, or two or more units may be integrated in 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 solution of the present application may be embodied essentially or in a part contributing to the prior art or in a part of the technical solution, in the form of a software product stored in a storage medium, including several instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to perform all or part of the steps of the information processing method described in the embodiments of the present application. And the aforementioned storage medium includes: a usb disk, a removable hard disk, a ROM, a RAM, a magnetic disk, or an optical disk, etc.
The foregoing is merely a specific embodiment of the present application, but the protection scope of the present application is not limited thereto, and any person skilled in the art can easily think about changes or substitutions within the technical scope of the present application, and the changes or substitutions are covered in the protection 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 method for connecting a satellite network, the method being applied to a server, the method comprising:
acquiring the current residual capacity of a terminal in a coverage area and a plurality of historical residual capacities which belong to the same time as the current time in a preset time period before;
inputting the current residual electric quantity and the historical residual electric quantity into a plurality of residual electric quantity prediction models, and predicting to obtain the initial residual electric quantity of the terminal; different residual electric quantity prediction models are obtained by training different historical residual electric quantities; the historical residual electric quantity used by different residual electric quantity prediction models belongs to the same target time;
determining the final residual capacity of the terminal according to all the initial residual capacities;
determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity;
and sending the satellite network connection parameters to the terminal so that the terminal can determine whether to connect a satellite network according to the satellite network connection parameters.
2. The method for connecting a satellite network according to claim 1, wherein determining the final remaining power of the terminal according to all the initial remaining power comprises:
determining the average value of all the initial residual power as the final residual power of the terminal,
or determining the weighted average of all the initial residual electric quantity as the final residual electric quantity of the terminal.
3. The method for connecting a satellite network according to claim 1 or 2, wherein determining the satellite network connection parameter corresponding to the terminal according to the final remaining power comprises:
judging whether the final residual electric quantity is smaller than a preset threshold value or not;
if the final residual electric quantity is smaller than the preset threshold value, setting the satellite network connection parameter corresponding to the terminal to be not connected with a satellite network;
and if the final residual electric quantity is greater than or equal to the preset threshold value, the satellite network connection parameters corresponding to the terminal are kept unchanged.
4. A method of connecting a satellite network according to claim 3, the method further comprising:
acquiring a plurality of historical residual electric quantity of the terminal belonging to the same target time and the historical residual electric quantity of the next time corresponding to the target time;
and training the residual electric quantity prediction model by taking a plurality of historical residual electric quantities of the terminal at the same target time as sample data and taking the historical residual electric quantities of the terminal at the next time corresponding to the target time as labels.
5. The method for connecting a satellite network according to claim 1, wherein the server comprises: the system comprises a network data analysis module and a unified data management module;
the network data analysis module acquires the current residual capacity of the terminal in the coverage area and a plurality of historical residual capacities belonging to the same time as the current time from a database, wherein the database stores the historical residual capacities of all terminals in different times;
and the unified data management module determines satellite network connection parameters corresponding to the terminal according to the final residual electric quantity and sends the satellite network connection parameters to the terminal.
6. The method of connecting a satellite network according to claim 1, further comprising:
acquiring a charging state of a terminal in a coverage area;
and determining satellite network connection parameters corresponding to the terminal according to the final residual electric quantity and the charging state.
7. The method according to claim 6, wherein determining the satellite network connection parameter corresponding to the terminal according to the final remaining power and the state of charge comprises:
judging whether the final residual electric quantity is smaller than a preset threshold value or not;
if the final residual electric quantity is smaller than the preset threshold value and the charging state is uncharged, setting the satellite network connection parameters corresponding to the terminal to be unconnected with a satellite network;
if the final residual electric quantity is smaller than the preset threshold value and the charging state is charging, the satellite network connection parameters corresponding to the terminal are kept unchanged;
and if the final residual electric quantity is greater than or equal to the preset threshold value, the satellite network connection parameters corresponding to the terminal are kept unchanged.
8. A satellite network connection system is characterized in that the system comprises a terminal and a server,
the server is used for acquiring the current residual capacity of the terminal in the coverage area and a plurality of historical residual capacities which belong to the same time as the current time in the preset time before;
the server is further configured to input the current residual power and the historical residual power into a plurality of residual power prediction models, and predict an initial residual power of the terminal; different residual electric quantity prediction models are obtained by training different historical residual electric quantities; the historical residual electric quantity used by different residual electric quantity prediction models belongs to the same target time;
the server is further configured to determine a final remaining capacity of the terminal according to all the initial remaining capacities;
the server is further configured to determine a satellite network connection parameter corresponding to the terminal according to the final remaining power;
the server is further configured to send the satellite network connection parameter to the terminal;
and the terminal is used for determining whether to connect a satellite network according to the satellite network connection parameters.
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 over the bus when the electronic device is running, the processor executing the machine-readable instructions to perform the steps of the method of connecting a satellite network according to any one of claims 1 to 7.
10. A computer-readable storage medium, characterized in that the computer-readable storage medium has stored thereon a computer program which, when executed by a processor, performs the steps of the method of connecting a satellite network according to any of claims 1 to 7.
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