CN117545047B - Resident data-based NTN connection selection method, device, equipment and medium - Google Patents

Resident data-based NTN connection selection method, device, equipment and medium Download PDF

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CN117545047B
CN117545047B CN202410027396.2A CN202410027396A CN117545047B CN 117545047 B CN117545047 B CN 117545047B CN 202410027396 A CN202410027396 A CN 202410027396A CN 117545047 B CN117545047 B CN 117545047B
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satellite
signal power
candidate
ntn
information
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CN117545047A (en
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邓勇志
范善翔
杨子炫
陈瑞欣
李海方
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Guangdong Shiju Network Technology Co ltd
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Guangdong Shiju Network Technology Co ltd
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W48/00Access restriction; Network selection; Access point selection
    • H04W48/20Selecting an access point
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B7/00Radio transmission systems, i.e. using radiation field
    • H04B7/14Relay systems
    • H04B7/15Active relay systems
    • H04B7/185Space-based or airborne stations; Stations for satellite systems
    • H04B7/1851Systems using a satellite or space-based relay
    • H04B7/18519Operations control, administration or maintenance
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W84/00Network topologies
    • H04W84/02Hierarchically pre-organised networks, e.g. paging networks, cellular networks, WLAN [Wireless Local Area Network] or WLL [Wireless Local Loop]
    • H04W84/04Large scale networks; Deep hierarchical networks
    • H04W84/06Airborne or Satellite Networks
    • YGENERAL 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
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D30/00Reducing energy consumption in communication networks
    • Y02D30/70Reducing energy consumption in communication networks in wireless communication networks

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  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Physics & Mathematics (AREA)
  • Astronomy & Astrophysics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Security & Cryptography (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Mobile Radio Communication Systems (AREA)

Abstract

The application discloses a resident data-based NTN connection selection method, device, equipment and medium, and belongs to the technical field of wireless communication networks. The method comprises the following steps: acquiring signal power information of at least two connectable satellites; determining at least two candidate satellites in each connectable satellite according to the signal power information; acquiring the moving track information of the at least two candidate satellites, and determining the residence time of each candidate satellite according to the moving track information and the real-time position of the current connecting equipment; and determining a target satellite based on the signal power information of the candidate satellite and the residence time length, and performing NTN communication with the target satellite. According to the technical scheme, the target satellite is determined according to the signal power information and the residence time of the satellite, so that the communication time of the current equipment and the target satellite is prolonged to the maximum extent while the signal power intensity can meet the communication requirement, the time for frequently switching the satellite is saved, and the equipment can communicate in real time.

Description

Resident data-based NTN connection selection method, device, equipment and medium
Technical Field
The application belongs to the technical field of wireless communication networks, and particularly relates to a resident data-based NTN connection selection method, device, equipment and medium.
Background
The intelligent terminal equipment needs to be kept within the coverage range of the ground base station to communicate. However, the conventional ground network cannot provide stable communication service in some areas due to complicated geographical environment, underdeveloped infrastructure, disaster damage and the like. The NTN (Non-TERRESTRIAL NETWORK, non-ground network) uses satellite, airship or unmanned plane and other Non-ground platforms to overcome these limitations and realize communication coverage in the global scope.
The prior art can support the intelligent terminal equipment to select the satellite for communication connection according to the signal power intensity of the satellite. However, there may be a case that the NTN cell corresponding to the connection satellite only can briefly cover the location of the intelligent terminal device, which will cause that the intelligent terminal device needs to switch the connection satellite again in a short time, thereby delaying the communication service of the intelligent terminal device. Therefore, how to determine the connected satellite by considering the signal power strength and the signal retention time of the satellite is a technical problem to be solved by those skilled in the art.
Disclosure of Invention
The embodiment of the application aims to provide a resident data-based NTN connection selection method, device, equipment and medium, and aims to ensure that the communication requirement can be met while the signal power intensity is ensured, the communication duration between the current equipment and a target satellite is prolonged to the greatest extent, the time for frequently switching satellites is saved, and the equipment is ensured to communicate in real time.
In a first aspect, an embodiment of the present application provides a method for selecting NTN connection based on resident data, where the method includes:
acquiring signal power information of at least two connectable satellites;
Determining at least two candidate satellites in each connectable satellite according to the signal power information;
Acquiring the moving track information of the at least two candidate satellites, and determining the residence time of each candidate satellite according to the moving track information and the real-time position of the current connecting equipment;
and determining a target satellite based on the signal power information of the candidate satellite and the residence time length, and performing NTN communication with the target satellite.
In a second aspect, an embodiment of the present application provides an NTN connection selection apparatus based on resident data, where the apparatus includes:
the signal power acquisition module is used for acquiring signal power information of at least two connectable satellites;
a candidate satellite determining module, configured to determine at least two candidate satellites among the connectable satellites according to the signal power information;
The residence time determining module is used for acquiring the running track information of the at least two candidate satellites and determining the residence time of each candidate satellite according to the running track information and the real-time position of the current connecting equipment;
And the target satellite determining module is used for determining a target satellite based on the signal power information of the candidate satellites and the residence time length and carrying out NTN communication with the target satellite.
In a third aspect, an embodiment of the present application provides an electronic device, including a processor, a memory, and a program or instruction stored on the memory and executable on the processor, the program or instruction implementing the steps of the method according to the first aspect when executed by the processor.
In a fourth aspect, embodiments of the present application provide a readable storage medium having stored thereon a program or instructions which when executed by a processor perform the steps of the method according to the first aspect.
In a fifth aspect, an embodiment of the present application provides a chip, where the chip includes a processor and a communication interface, where the communication interface is coupled to the processor, and where the processor is configured to execute a program or instructions to implement a method according to the first aspect.
In the embodiment of the application, signal power information of at least two connectable satellites is acquired; determining at least two candidate satellites in each connectable satellite according to the signal power information; acquiring the moving track information of the at least two candidate satellites, and determining the residence time of each candidate satellite according to the moving track information and the real-time position of the current connecting equipment; and determining a target satellite based on the signal power information of the candidate satellite and the residence time length, and performing NTN communication with the target satellite. According to the resident data-based NTN connection selection method, the target satellite is determined according to the signal power information and the resident duration of the satellite, so that the communication duration of the current equipment and the target satellite can be prolonged to the maximum extent while the signal power intensity can meet the communication requirement, the time for frequently switching the satellite is saved, and the equipment can communicate in real time.
Drawings
Fig. 1 is a flow chart of an NTN connection selection method based on resident data according to an embodiment of the present application;
fig. 2 is a flow chart of an NTN connection selection method based on resident data according to a second embodiment of the present application;
fig. 3 is a flow chart of an NTN connection selection method based on resident data according to a third embodiment of the present application;
fig. 4 is a schematic structural diagram of an NTN connection selection apparatus based on resident data according to a fourth embodiment of the present application;
fig. 5 is a schematic structural diagram of an electronic device according to a fifth embodiment of the present application.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, the following detailed description of specific embodiments of the present application is given with reference to the accompanying drawings. It is to be understood that the specific embodiments described herein are merely illustrative of the application and are not limiting thereof. It should be further noted that, for convenience of description, only some, but not all of the matters related to the present application are shown in the accompanying drawings. Before discussing exemplary embodiments in more detail, it should be mentioned that some exemplary embodiments are described as processes or methods depicted as flowcharts. Although a flowchart depicts operations (or steps) as a sequential process, many of the operations can be performed in parallel, concurrently, or at the same time. Furthermore, the order of the operations may be rearranged. The process may be terminated when its operations are completed, but may have additional steps not included in the figures. The processes may correspond to methods, functions, procedures, subroutines, and the like.
The technical solutions of the embodiments of the present application will be clearly described below with reference to the drawings in the embodiments of the present application, and it is apparent that the described embodiments are some embodiments of the present application, but not all embodiments. All other embodiments, which are obtained by a person skilled in the art based on the embodiments of the present application, fall within the scope of protection of the present application.
The terms first, second and the like in the description and in the claims, are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used may be interchanged, as appropriate, such that embodiments of the present application may be implemented in sequences other than those illustrated or described herein, and that the objects identified by "first," "second," etc. are generally of a type, and are not limited to the number of objects, such as the first object may be one or more. Furthermore, in the description and claims, "and/or" means at least one of the connected objects, and the character "/", generally means that the associated object is an "or" relationship.
The method, the device, the equipment and the medium for selecting the NTN connection based on the resident data provided by the embodiment of the application are described in detail through specific embodiments and application scenes thereof by combining the attached drawings.
Example 1
Fig. 1 is a flow chart of an NTN connection selection method based on resident data according to an embodiment of the present application. As shown in fig. 1, the method specifically comprises the following steps:
s101, acquiring signal power information of at least two connectable satellites;
Firstly, the method and the device are suitable for the scene that the intelligent terminal equipment is connected with the NTN cell to meet the communication requirement. Based on the above usage scenario, it can be appreciated that the execution subject of the present application may be an NTN server. Specifically, the acquisition of the signal power information, the determination of the candidate satellite, the calculation of the residence time, the determination of the target satellite and the like can be executed by the NTN server, and the intelligent terminal device communicates with other intelligent terminal devices after being connected with the NTN cell.
NTN (Non-TERRESTRIAL NETWORK ) refers to a network that provides wireless communication services using Non-traditional means (e.g., satellites, airships, drones, etc.). Compared with the traditional ground network, the NTN has the advantages of wide area coverage, quick deployment, elastic expansion and the like, and can provide communication service in remote areas, disaster areas or temporary activities. An NTN cell refers to a communication unit established in NTN.
Connectable satellites may refer to satellites for which the corresponding NTN cell is able to cover the real-time location of the currently connected device. The satellite refers to an artificial celestial body capable of running on the earth orbit, and can be used for communication, navigation, remote sensing, meteorological observation and the like.
The signal power information may refer to the power of a wireless signal transmitted by a satellite in watts (W) or decibel milliwatts (dBm). The signal power information acquiring method may adopt a current satellite connected by the current connection device to acquire signal power information of a real-time position of the connectable satellite in the current connection device, or may adopt a satellite signal of the connectable satellite detected by the current connection device to acquire signal power information of the connectable satellite in the real-time position of the current connection device.
In this technical solution, optionally, acquiring signal power information of at least two connectable satellites includes:
acquiring signal power information of a real-time position of a connectable satellite at current connecting equipment through a current satellite connected with the current connecting equipment;
Or alternatively
And acquiring signal power information of the connectable satellite at the real-time position of the current connecting device through the satellite signal of the connectable satellite detected by the current connecting device.
The current connection device may refer to an intelligent terminal device currently connected to the NTN. The intelligent terminal device refers to an electronic device with computing capability and internet connection capability, such as a desktop computer, a notebook computer, a mobile phone, a tablet computer, an interactive multimedia device, and the like. The real-time location of the current connection device may refer to the geographic location of the current connection device on the earth, which may be represented using latitude and longitude coordinates.
The current satellite may refer to a satellite corresponding to the NTN cell to which the current connection device is connected. The method for acquiring the signal power information of the real-time position of the connectable satellite at the current connection device by the current satellite connected with the current connection device can be adopted, the current satellite connected with the current connection device is adopted, the NTN server is inquired to record the stored position information and the signal power of the connectable satellite, the signal transmission distance is calculated according to the real-time position of the current connection device and the position information of the connectable satellite, and finally the signal power information of the real-time position of the connectable satellite at the current connection device is calculated according to the signal transmission distance and the signal power of the connectable satellite. The position information of the connectable satellites can comprise altitude information and longitude and latitude coordinates of the connectable satellites; the transmitted signal power of a connectable satellite may refer to the power of the satellite signal when transmitted by the satellite.
The method for acquiring the signal power information of the connectable satellite at the real-time position of the current connection device through the satellite signal of the connectable satellite detected by the current connection device can adopt a mode that after the current connection device receives the satellite signal, a satellite signal processor built in the current connection device samples the satellite signal and converts the satellite signal into a digital signal, and the signal power information of the connectable satellite at the real-time position of the current connection device is calculated by utilizing the amplitude information of the digital signal. The satellite signal processor is a chip specially used for processing and analyzing satellite signals.
The method has the advantages that the signal power information of the connectable satellite at the real-time position of the current connecting device is obtained through the current satellite connected with the current connecting device or through the satellite signal of the connectable satellite detected by the current connecting device, and the signal power information can be obtained under the condition that whether the current connecting device is connected with the satellite or not.
S102, determining at least two candidate satellites in the connectable satellites according to the signal power information;
Candidate satellites refer to connectable satellites whose signal power information can meet the basic communication needs of the currently connected device. The candidate satellites may be determined by calculating a signal power strength parameter and/or a signal power stability parameter according to the signal power information, and determining at least two candidate satellites among the connectable satellites according to the signal power strength parameter and/or the signal power stability parameter.
In this technical solution, optionally, determining at least two candidate satellites in each connectable satellite according to the signal power information includes:
calculating a signal power intensity parameter and/or a signal power stability parameter according to the signal power information;
at least two candidate satellites are determined from each connectable satellite based on the signal power strength parameter and/or the signal power stability parameter.
The signal power strength parameter may refer to an average of signal power information that may be used to evaluate the overall strength level of the satellite signal. The signal power strength parameter may be calculated by summing signal power information acquired in real time and dividing the signal power information by the acquisition duration.
The signal power stability parameter may refer to a degree of stability of the signal power information over time. By calculating the standard deviation or variance of the signal power information, the signal power stability parameter can be calculated.
The signal power strength threshold and the signal power stability threshold may be set according to the communication performance and communication requirements of the currently connected device. Thus, the candidate satellites may be determined by determining connectable satellites whose signal power strength parameter exceeds a signal power strength threshold and whose signal power stability parameter exceeds a signal power stability threshold as candidate satellites.
The advantage of this arrangement of the solution is that by determining at least two candidate satellites among the connectable satellites based on the signal power strength parameter and/or the signal power stability parameter, it is ensured that the candidate satellites are able to meet the basic communication requirements of the connectable device.
S103, acquiring the moving track information of the at least two candidate satellites, and determining the residence time of each candidate satellite according to the moving track information and the real-time position of the current connecting equipment;
The moving track information may refer to the moving path and position information of the satellite in space, and is generally recorded and stored on the NTN server. The NTN server is used for inquiring, so that the running track information of the candidate satellite can be obtained.
The residence time of the candidate satellite may refer to a time period that the NTN cell corresponding to the candidate satellite can cover the real-time location of the current connection device. The method for determining the residence time of the candidate satellites can determine the residence time of each candidate satellite according to the NTN cell information corresponding to each candidate satellite, the running track information of the candidate satellite and the real-time position of the current connection equipment.
And S104, determining a target satellite based on the signal power information of the candidate satellite and the residence time, and performing NTN communication with the target satellite.
The target satellite may refer to a satellite for which the currently connected device is to switch connections as finally determined. The method for determining the target satellite can adopt a weighting coefficient for acquiring the signal power information and the residence time length, normalize the signal power information and the residence time length, and determine the target satellite according to the normalized signal power information, the residence time length and the corresponding weighting coefficient.
The NTN communication with the target satellite may be established by selecting a communication protocol for NTN communication with the satellite and setting a communication frequency and terminal device parameters.
The following is an example of code for a terminal device in communication with a satellite:
import socket
# create a TCP/IP socket
sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
IP address and port number # connected to satellite
server_address = ('satellite_ip', 12345)
sock.connect(server_address)
# Transmitting data to satellite
message = 'Hello, satellite!'
sock.sendall(message.encode())
Receiving response data of satellite #
data = sock.recv(1024)
print('Received', repr(data))
# Close socket
sock.close()
In the embodiment of the application, signal power information of at least two connectable satellites is acquired; determining at least two candidate satellites in each connectable satellite according to the signal power information; acquiring the moving track information of the at least two candidate satellites, and determining the residence time of each candidate satellite according to the moving track information and the real-time position of the current connecting equipment; and determining a target satellite based on the signal power information of the candidate satellite and the residence time length, and performing NTN communication with the target satellite. According to the resident data-based NTN connection selection method, the target satellite is determined according to the signal power information and the resident duration of the satellite, so that the communication duration of the current equipment and the target satellite can be prolonged to the maximum extent while the signal power intensity can meet the communication requirement, the time for frequently switching the satellite is saved, and the equipment can communicate in real time.
Example two
Fig. 2 is a flow chart of an NTN connection selection method based on resident data according to a second embodiment of the present application. The scheme makes better improvement on the embodiment, and the specific improvement is as follows: before determining residence time of each candidate satellite according to the moving track information and the real-time position of the current connecting device, acquiring NTN cell information corresponding to each candidate satellite; correspondingly, determining the residence time of each candidate satellite according to the moving track information and the real-time position of the current connection device comprises the following steps: and determining the residence time of each candidate satellite according to the NTN cell information corresponding to each candidate satellite, the running track information and the real-time position of the current connecting equipment.
As shown in fig. 2, the method specifically comprises the following steps:
s201, obtaining signal power information of at least two connectable satellites;
S202, determining at least two candidate satellites in the connectable satellites according to the signal power information;
s203, obtaining NTN cell information corresponding to each candidate satellite;
The NTN cell information may be information describing an NTN cell coverage situation, and may include coverage information and signal strength distribution information.
The coverage information may be the area coverage of NTN cells on earth. The coverage information in the NTN cell information corresponding to the candidate satellite may be calculated according to the signal power sent by the candidate satellite and the position information of the candidate satellite, that is, the altitude information and longitude and latitude coordinates of the candidate satellite.
The signal strength distribution information may include signal power information for each location within the coverage area of the NTN cell. The signal intensity distribution information in the NTN cell information corresponding to the candidate satellite can be calculated according to the position information of each point in the coverage area of the NTN cell, and the signal power and the position information sent by the candidate satellite.
S204, determining residence time of each candidate satellite according to the NTN cell information corresponding to each candidate satellite, the running track information and the real-time position of the current connection equipment.
The method for determining the residence time of the candidate satellites may be that the operation speed of each candidate satellite is determined according to the operation track information of each candidate satellite, the movement speed of the NTN cell corresponding to each candidate satellite is determined according to the operation speed of each candidate satellite, and the residence time of each candidate satellite is determined according to the signal intensity distribution information in the NTN cell information corresponding to each candidate satellite, the movement speed of the NTN cell and the real-time position of the user equipment.
In this technical solution, optionally, determining the residence time of each candidate satellite according to the NTN cell information corresponding to each candidate satellite, the moving track information, and the real-time position of the current connection device includes:
determining the running speed of each candidate satellite according to the running track information of each candidate satellite;
determining the moving speed of NTN cells corresponding to each candidate satellite according to the operating speed of each candidate satellite;
And determining the residence time of each candidate satellite according to the signal intensity distribution information in the NTN cell information corresponding to each candidate satellite, the moving speed of the NTN cell and the real-time position of the user equipment.
The operating speed of the candidate satellite may refer to a displacement distance of the candidate satellite per unit time on the operating trajectory. Acquiring the current position information of the candidate satellite, acquiring the position information of the candidate satellite again after the preset time, calculating the difference value of the two position information, dividing the difference value by the preset time, and obtaining the calculation result as the running speed of the candidate satellite.
The moving speed of the NTN cell may refer to a moving distance of the NTN cell on the earth per unit time. The movement speed of the NTN cell can be calculated by subtracting the rotation speed of the earth from the operation speed of the candidate satellite.
The method for determining the residence time of the candidate satellite can adopt a mode of comparing the signal intensity distribution information with the signal power intensity threshold, reserving a region with the signal intensity exceeding the signal power intensity threshold in the coverage area of the NTN cell as a final communication range, calculating the distance between the leftmost end and the rightmost end of the communication range on the latitude of the real-time position of the user equipment, dividing the distance by the moving speed of the NTN cell, and obtaining the calculation result, namely the residence time of the candidate satellite.
The method has the advantages that the residence time of each candidate satellite is determined according to the signal intensity distribution information, the moving speed of the NTN cell and the real-time position of the user equipment, the residence time capable of meeting the communication requirement can be calculated, and the reliability of the target satellite determined later is improved.
And S205, determining a target satellite based on the signal power information of the candidate satellite and the residence time length, and performing NTN communication with the target satellite.
The method has the advantages that the resident duration of each candidate satellite can be determined by acquiring the NTN cell information corresponding to each candidate satellite, and a data basis is provided for determining the target satellite.
Example III
Fig. 3 is a flow chart of an NTN connection selection method based on resident data according to a third embodiment of the present application. The scheme makes better improvement on the first embodiment, and the specific improvement is as follows: determining a target satellite based on the signal power information and the residence time duration jointly, comprising: acquiring the signal power information and the weighting coefficient of the residence time length; normalizing the signal power information and the residence time length; and determining the target satellite according to the normalized signal power information, the residence time length and the corresponding weighting coefficient.
As shown in fig. 3, the method specifically comprises the following steps:
s301, obtaining signal power information of at least two connectable satellites;
s302, determining at least two candidate satellites in the connectable satellites according to the signal power information;
s303, acquiring the moving track information of the at least two candidate satellites, and determining the residence time of each candidate satellite according to the moving track information and the real-time position of the current connecting device;
s304, acquiring the signal power information and the weighting coefficient of the residence time length;
A weighting coefficient refers to a set of weight values used in a certain calculation or evaluation in order to give different importance or influence to different elements or factors.
The method for obtaining the weighting coefficient may adopt a method for obtaining the communication requirement type of the current connection device, and determining the weighting coefficient of the signal power information and the residence time according to the communication requirement type of the current connection device and the association relation between the predetermined communication requirement type and the weighting coefficient.
In this technical solution, optionally, obtaining the weighting coefficients of the signal power information and the residence duration includes:
the communication demand type of the current connection equipment is obtained, and the weighting coefficient of the signal power information and the residence time length is determined according to the communication demand type of the current connection equipment and the association relation between the predetermined communication demand type and the weighting coefficient.
The communication requirement type may be a classification result obtained by classifying according to a communication purpose of the currently connected device, and may include data communication, voice communication, video communication, iot (INTERFERENCE OVER THERMAL, interference noise) connection, mobile application, emergency communication, and the like.
The communication requirement type of the current connection device can be obtained by receiving the communication request sent by the current connection device to the satellite and decoding and analyzing the communication request.
Depending on the type of communication requirements, the requirements of the current connection device for signal power strength and signal retention time of the satellite signal are correspondingly different, for example, higher signal power strength is required for video communication, and shorter signal retention time may be required for data communication. Therefore, according to the requirements of the communication demand type on the signal power intensity and the signal retention time length, correspondingly different weighting coefficients can be set for the signal power information and the residence time length, and the weighting coefficients and the communication demand type are associated and stored in the relational database table. The relational database may be a database that organizes data using a relational model, and stores data in rows and columns for easy understanding by a user.
And inquiring the relational database table by taking the communication demand type as a keyword, wherein the obtained inquiry result comprises a weighting coefficient corresponding to the communication demand type.
The method has the advantages that according to different communication requirement types, corresponding different weighting coefficients are set, so that the target satellite can be attached to meet the communication requirement of the current connecting device.
S305, carrying out normalization processing on the signal power information and the residence time length;
The normalization process may be a process of mapping data to a uniform range or normalization to eliminate dimensional differences or data distribution differences between different data. Normalization may allow for comparability of different features or indicators, facilitating data analysis, model training, and algorithm application. Common normalization processing methods include min-max normalization, Z-Score normalization, decimal scale normalization, and normalization to unit length.
Specifically, the min-max normalization maps data linearly to a range between a specified minimum and maximum; Z-Score normalization converts the data into a standard normal distribution with a mean value of 0 and a standard deviation of 1 for normalization; decimal scaling normalization divides the data by an appropriate radix such that the absolute value of the data falls within the range of [ -1, 1) or [0, 1); normalization to unit length converts data vectors into unit length, commonly used for text classification and vector similarity calculation.
The Z-Score normalization does not have any manually set parameters or ranges, and compared with other normalization processes, the processed results are more objective and accurate, so that the Z-Score normalization can be adopted in the normalization process.
The general steps of Z-Score normalization include: calculating a mean value (mean) and a standard deviation (standard_displacement) of all samples, wherein the mean value represents the mean value of the data, and the standard deviation represents the discrete degree of the data; for each data point, the Z-Score value was calculated using the following formula:
Where x is the raw data point, mean is the mean and standard_displacement is the standard deviation.
S306, determining a target satellite according to the normalized signal power information, the residence time length and the corresponding weighting coefficient;
the method for determining the target satellite can be used for calculating the communication reliability score of each candidate satellite according to the normalized signal power information, the residence time length and the corresponding weighting coefficient, and selecting the candidate satellite with the highest communication reliability score as the target satellite.
The communication reliability score may be calculated according to a weighted calculation formula, specifically, the weighted calculation formula is:
s307, NTN communication is carried out with the target satellite.
The method has the advantages that the target satellite determined in the candidate satellites can have uniform determination standards by carrying out normalization processing and weighting processing on the signal power information and the residence time, and the accuracy and the reliability of the determination result are improved.
Example IV
Fig. 4 is a schematic structural diagram of an NTN connection selection apparatus based on resident data according to a fourth embodiment of the present application. As shown in fig. 4, the apparatus includes:
A signal power acquisition module 410, configured to acquire signal power information of at least two connectable satellites;
a candidate satellite determining module 420, configured to determine at least two candidate satellites among the connectable satellites according to the signal power information;
the residence time determining module 430 is configured to obtain moving track information of the at least two candidate satellites, and determine residence time of each candidate satellite according to the moving track information and a real-time position of a current connection device;
the target satellite determining module 440 is configured to determine a target satellite based on the signal power information of the candidate satellite and the residence time period, and perform NTN communication with the target satellite.
In the embodiment of the application, a signal power acquisition module is used for acquiring signal power information of at least two connectable satellites; a candidate satellite determining module, configured to determine at least two candidate satellites among the connectable satellites according to the signal power information; the residence time determining module is used for acquiring the running track information of the at least two candidate satellites and determining the residence time of each candidate satellite according to the running track information and the real-time position of the current connecting equipment; and the target satellite determining module is used for determining a target satellite based on the signal power information of the candidate satellites and the residence time length and carrying out NTN communication with the target satellite. According to the resident data-based NTN connection selection device, the target satellite is determined according to the signal power information and the resident time length of the satellite, so that the communication time length of the current equipment and the target satellite is prolonged to the maximum extent while the signal power intensity can meet the communication requirement, the time of frequently switching the satellite is saved, and the equipment can communicate in real time.
The NTN connection selecting device based on resident data in the embodiment of the present application may be a device, or may be a component, an integrated circuit, or a chip in a terminal. The device may be a mobile electronic device or a non-mobile electronic device. By way of example, the mobile electronic device may be a mobile phone, a tablet computer, a notebook computer, a palm computer, a vehicle-mounted electronic device, a wearable device, an ultra-mobile personal computer (UMPC), a netbook or a Personal Digital Assistant (PDA), etc., and the non-mobile electronic device may be a server, a network attached storage (Network Attached Storage, NAS), a personal computer (personal computer, PC), a Television (TV), a teller machine, a self-service machine, etc., and the embodiments of the present application are not limited in particular.
The NTN connection selection device based on resident data in the embodiment of the present application may be a device with an operating system. The operating system may be an Android operating system, an IOS operating system, or other possible operating systems, and the embodiment of the present application is not limited specifically.
The NTN connection selecting device based on resident data provided in the embodiment of the present application can implement each of the processes implemented in the first to third embodiments, and in order to avoid repetition, a description is omitted here.
Example five
As shown in fig. 5, an embodiment of the present application further provides an electronic device 500, including a processor 501, a memory 502, and a program or an instruction stored in the memory 502 and capable of running on the processor 501, where the program or the instruction implements each process of the NTN connection selecting apparatus embodiment based on resident data when executed by the processor 501, and the process can achieve the same technical effect, and is not repeated herein.
The electronic device in the embodiment of the application includes the mobile electronic device and the non-mobile electronic device.
Example six
The embodiment of the present application further provides a readable storage medium, where a program or an instruction is stored, where the program or the instruction realizes each process of the embodiment of the NTN connection selection device based on resident data when executed by a processor, and the process can achieve the same technical effect, so that repetition is avoided, and no detailed description is given here.
Wherein the processor is a processor in the electronic device described in the above embodiment. The readable storage medium includes a computer readable storage medium such as a Read-Only Memory (ROM), a random access Memory (Random Access Memory, RAM), a magnetic disk or an optical disk, and the like.
Example seven
The embodiment of the application further provides a chip, the chip comprises a processor and a communication interface, the communication interface is coupled with the processor, the processor is used for running a program or instructions, the various processes of the embodiment of the resident data-based NTN connection selection device are realized, the same technical effects can be achieved, and the repetition is avoided, so that the description is omitted.
It should be understood that the chips referred to in the embodiments of the present application may also be referred to as system-on-chip chips, chip systems, or system-on-chip chips, etc.
It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising one … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element. Furthermore, it should be noted that the scope of the methods and apparatus in the embodiments of the present application is not limited to performing the functions in the order shown or discussed, but may also include performing the functions in a substantially simultaneous manner or in an opposite order depending on the functions involved, e.g., the described methods may be performed in an order different from that described, and various steps may be added, omitted, or combined. Additionally, features described with reference to certain examples may be combined in other examples.
From the above description of the embodiments, it will be clear to those skilled in the art that the above-described embodiment method may be implemented by means of software plus a necessary general hardware platform, but of course may also be implemented by means of hardware, but in many cases the former is a preferred embodiment. Based on such understanding, the technical solution of the present application may be embodied essentially or in a part contributing to the prior art in the form of a computer software product stored in a storage medium (e.g. ROM/RAM, magnetic disk, optical disk) comprising instructions for causing a terminal (which may be a mobile phone, a computer, a server, or a network device, etc.) to perform the method according to the embodiments of the present application.
The embodiments of the present application have been described above with reference to the accompanying drawings, but the present application is not limited to the above-described embodiments, which are merely illustrative and not restrictive, and many forms may be made by those having ordinary skill in the art without departing from the spirit of the present application and the scope of the claims, which are to be protected by the present application.
The foregoing description is only of the preferred embodiments of the application and the technical principles employed. The present application is not limited to the specific embodiments described herein, but is capable of numerous modifications, rearrangements and substitutions as will now become apparent to those skilled in the art without departing from the scope of the application. Therefore, while the application has been described in connection with the above embodiments, the application is not limited to the embodiments, but may be embodied in many other equivalent forms without departing from the spirit of the application, the scope of which is set forth in the following claims.

Claims (8)

1. An NTN connection selection method based on resident data, the method comprising:
acquiring signal power information of at least two connectable satellites;
Determining at least two candidate satellites in each connectable satellite according to the signal power information;
acquiring NTN cell information and running track information corresponding to each candidate satellite; wherein the NTN cell information includes signal strength distribution information;
determining the running speed of each candidate satellite according to the running track information of each candidate satellite;
determining the moving speed of NTN cells corresponding to each candidate satellite according to the operating speed of each candidate satellite;
Determining residence time of each candidate satellite according to signal intensity distribution information in NTN cell information corresponding to each candidate satellite, the moving speed of the NTN cell and the real-time position of user equipment;
and determining a target satellite based on the signal power information of the candidate satellite and the residence time length, and performing NTN communication with the target satellite.
2. The method of claim 1, wherein obtaining signal power information for at least two connectable satellites comprises:
acquiring signal power information of a real-time position of a connectable satellite at current connecting equipment through a current satellite connected with the current connecting equipment;
Or alternatively
And acquiring signal power information of the connectable satellite at the real-time position of the current connecting device through the satellite signal of the connectable satellite detected by the current connecting device.
3. The method of claim 1, wherein determining at least two candidate satellites among the connectable satellites based on the signal power information, comprises:
calculating a signal power intensity parameter and/or a signal power stability parameter according to the signal power information;
at least two candidate satellites are determined from each connectable satellite based on the signal power strength parameter and/or the signal power stability parameter.
4. The method of NTN connection selection based on residence data of claim 1, wherein jointly determining a target satellite based on the signal power information and the residence time period comprises:
Acquiring the signal power information and the weighting coefficient of the residence time length;
normalizing the signal power information and the residence time length;
and determining the target satellite according to the normalized signal power information, the residence time length and the corresponding weighting coefficient.
5. The NTN connection selection method based on resident data of claim 4, wherein obtaining the signal power information and the weighting coefficients for the duration of the resident time comprises:
the communication demand type of the current connection equipment is obtained, and the weighting coefficient of the signal power information and the residence time length is determined according to the communication demand type of the current connection equipment and the association relation between the predetermined communication demand type and the weighting coefficient.
6. An NTN connection-selection apparatus based on resident data, the apparatus comprising:
the signal power acquisition module is used for acquiring signal power information of at least two connectable satellites;
The cell information acquisition module is used for acquiring NTN cell information and running track information corresponding to each candidate satellite; wherein the NTN cell information includes signal strength distribution information;
the running speed acquisition module is used for determining the running speed of each candidate satellite according to the running track information of each candidate satellite;
The cell speed acquisition module is used for determining the moving speed of the NTN cell corresponding to each candidate satellite according to the running speed of each candidate satellite;
The residence time determining module is used for determining the residence time of each candidate satellite according to the signal intensity distribution information in the NTN cell information corresponding to each candidate satellite, the moving speed of the NTN cell and the real-time position of the user equipment;
And the target satellite determining module is used for determining a target satellite based on the signal power information of the candidate satellites and the residence time length and carrying out NTN communication with the target satellite.
7. An electronic device comprising a processor, a memory and a program or instruction stored on the memory and executable on the processor, which when executed by the processor, implements the steps of the resident data based NTN connection selection method of any of claims 1-5.
8. A readable storage medium, wherein a program or instructions is stored on the readable storage medium, which when executed by a processor, implements the steps of the resident data based NTN connection selection method of any of claims 1-5.
CN202410027396.2A 2024-01-09 2024-01-09 Resident data-based NTN connection selection method, device, equipment and medium Active CN117545047B (en)

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