CN113543195A - Communication base station evaluation method and device and electronic equipment - Google Patents

Communication base station evaluation method and device and electronic equipment Download PDF

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CN113543195A
CN113543195A CN202110793466.1A CN202110793466A CN113543195A CN 113543195 A CN113543195 A CN 113543195A CN 202110793466 A CN202110793466 A CN 202110793466A CN 113543195 A CN113543195 A CN 113543195A
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base station
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梁立新
董事
罗敏妍
赵晨晨
彭英明
邓雄伟
王小林
梁光贤
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China United Network Communications Group Co Ltd
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Abstract

The embodiment of the invention provides a communication base station evaluation method, a communication base station evaluation device and electronic equipment. The embodiment improves the accuracy of the value evaluation of the communication base station.

Description

Communication base station evaluation method and device and electronic equipment
Technical Field
The embodiment of the invention relates to the technical field of communication, in particular to a communication base station evaluation method and device and electronic equipment.
Background
With the rapid development of the 5G network technology, communication base stations are more and more constructed, and the network transmission speed is faster and faster.
In the prior art, before establishing a communication base station or after completing establishment of the communication base station, in order to determine whether the communication base station arranged at the position is reasonable, the communication base station at the position is often required to be evaluated to obtain a value evaluation result, and then whether the communication base station at the position is reasonable is determined according to the value evaluation result.
However, the existing base station evaluation method is generally to evaluate in a manual manner, which is too dependent on the evaluation experience of the evaluator, and reduces the accuracy of the value evaluation of the communication base station.
Disclosure of Invention
The embodiment of the invention provides a communication base station evaluation method, a communication base station evaluation device and electronic equipment, and aims to improve the accuracy of value evaluation of a communication base station.
In a first aspect, an embodiment of the present invention provides a method for evaluating a communication base station, including:
acquiring a plurality of evaluation parameters of a preset communication base station;
respectively acquiring base station evaluation data corresponding to each evaluation parameter;
determining a score value corresponding to each base station evaluation data according to a preset base station evaluation rule;
and determining a comprehensive value score value of the communication base station according to the score value corresponding to the evaluation data of each base station and a pre-stored weighting coefficient corresponding to each evaluation parameter, and sending the comprehensive value score value of the communication base station to terminal equipment for displaying.
Optionally, the evaluation parameter includes: base station location, user value, balance, traffic volume, complaint volume, and transmission node,
the respectively obtaining the evaluation data of the base station corresponding to each evaluation parameter includes:
acquiring longitude and latitude coordinates corresponding to the base station position, and determining pedestrian flow data and a target scene type corresponding to the base station position according to the longitude and latitude coordinates corresponding to the base station position;
and acquiring the user value, the difference in revenue and expenditure, the traffic, the complaint amount and the base station evaluation data corresponding to the transmission node from a prestored database.
Optionally, the determining the score value corresponding to each evaluation data of the base station according to the preset evaluation rule of the base station includes:
if the evaluation parameter comprises the position of the base station, according to an expression:
Figure BDA0003161927430000021
F12＝Lviand F1＝F11+F12Determining a fraction value corresponding to the base station position;
wherein, F11And F12Respectively representing the corresponding scores of the flow of people and the scene type, P representing the flow of people in the preset range of the communication base station, S representing the area in the preset range of the communication base station, and LviRepresenting the grade of the scene covered by the corresponding base station, if a plurality of scenes are covered simultaneously, summing a plurality of scores, F1Indicating the total score corresponding to the base station location.
Optionally, the determining the score value corresponding to each evaluation data of the base station according to the preset evaluation rule of the base station includes:
if the evaluation parameter comprises a user value, according to an expression:
F2＝log2(H+1)20determining a score value corresponding to the user value;
wherein, F2And H represents the number of high-value users covered by the communication base station.
Optionally, the determining the score value corresponding to each evaluation data of the base station according to the preset evaluation rule of the base station includes:
if the evaluation parameter comprises a balance difference, according to an expression:
Figure BDA0003161927430000022
determining a score value corresponding to the receiving and distributing difference;
wherein, F3Represents the total score of the balance factors, and delta represents the monthly balance of the base station.
Optionally, the determining the score value corresponding to each evaluation data of the base station according to the preset evaluation rule of the base station includes:
if the evaluation parameter comprises the traffic volume, according to an expression:
Figure BDA0003161927430000023
determining a score value corresponding to the traffic;
wherein, F4Denotes the total score of traffic, Avo、
Figure BDA0003161927430000024
Respectively representing the telephone traffic in a first preset time period and the average telephone traffic of all communication base stations in the current network, and the unit is Ireland and D4GAnd
Figure BDA0003161927430000031
respectively representing 4G data flow in a first preset time and average 4G data flow of all communication base stations in the current network, D5GAnd
Figure BDA0003161927430000032
respectively representing 5G data traffic in a first preset time and average 5G data traffic of all communication base stations in the current network;
or, if the evaluation parameter includes the complaint amount, according to an expression:
Figure BDA0003161927430000033
determining a score value corresponding to the complaint amount;
wherein, F5Indicates the total score of complaint amount, CmaxIndicating the maximum complaint amount of the communication base station in the second preset time length,
Figure BDA0003161927430000034
c respectively represents the average complaint amount and the complaint amount of the communication base station in the preset range of the second preset time length, and e is a constant.
Optionally, the determining the score value corresponding to each evaluation data of the base station according to the preset evaluation rule of the base station includes:
if the evaluation parameter comprises a transmission node, according to an expression:
F6determining a score value corresponding to the transmission node, where i is 1, 2, 3, 4;
wherein, F6Indicating the total score of the transmission nodes, and SLvi indicating the rank of the ith transmission node.
In a second aspect, an embodiment of the present invention provides a communication base station evaluation apparatus, including:
the acquisition module is used for acquiring a plurality of evaluation parameters of a preset communication base station;
the processing module is used for respectively acquiring base station evaluation data corresponding to each evaluation parameter;
the processing module is further used for determining score values corresponding to the evaluation data of the base stations according to a preset base station evaluation rule;
and the processing module is further used for determining the comprehensive value score value of the communication base station according to the score value corresponding to the evaluation data of each base station and the pre-stored weighting coefficient corresponding to each evaluation parameter, and sending the comprehensive value score value of the communication base station to the terminal equipment for displaying.
In a third aspect, an embodiment of the present invention provides an electronic device, including: at least one processor and memory;
the memory stores computer-executable instructions;
the at least one processor executing the computer-executable instructions stored by the memory causes the at least one processor to perform the communication base station evaluation method of any of the first aspects.
In a fourth aspect, an embodiment of the present invention provides a computer-readable storage medium, where a computer executes instructions, and when a processor executes the computer executes the instructions, the method for evaluating a communication base station according to any one of the first aspect is implemented.
In a fifth aspect, an embodiment of the present invention provides a computer program product, which includes a computer program, and when the computer program is executed by a processor, the method for evaluating a communication base station according to the first aspect and various possible designs of the first aspect are implemented.
The embodiment of the invention provides a communication base station evaluation method, a communication base station evaluation device and electronic equipment, after the scheme is adopted, a plurality of evaluation parameters of a preset communication base station can be obtained firstly, then base station evaluation data corresponding to the evaluation parameters are respectively obtained, score values corresponding to the evaluation data of the base station are determined according to a preset base station evaluation rule, then comprehensive value score values of the communication base station are determined according to the score values corresponding to the evaluation data of the base station and pre-stored weighting coefficients corresponding to the evaluation parameters, the comprehensive value score values are sent to terminal equipment for display, the evaluation of the communication base station is carried out by a mode of evaluating the communication base station according to the base station evaluation data corresponding to the evaluation parameters of the communication base station, the evaluation dimension of the communication base station is increased, the dependence on evaluation experience of an evaluator per se is reduced, and the objectivity of base station evaluation is improved, and further, the accuracy of the value evaluation of the communication base station is improved.
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In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to these drawings without creative efforts.
Fig. 1 is a schematic diagram illustrating an evaluation method of a communication base station in the prior art;
fig. 2 is a schematic structural diagram of an application system of a communication base station evaluation method according to an embodiment of the present invention;
fig. 3 is a flowchart illustrating a method for evaluating a communication base station according to an embodiment of the present invention;
fig. 4 is a schematic structural diagram of a communication base station evaluation apparatus according to an embodiment of the present invention;
fig. 5 is a schematic diagram of a hardware structure of an electronic device according to an embodiment of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The terms "first," "second," "third," "fourth," and the like in the description and in the claims, as well as in the drawings, if any, 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 are interchangeable under appropriate circumstances such that the embodiments of the invention described herein are capable of including other sequential examples in addition to those illustrated or described. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
In the prior art, as more and more communication base stations are used, in order to improve the utilization rate of each communication base station and reduce the waste of resources, before establishing the communication base stations or after completing the establishment of the communication base stations, the communication base stations at the position often need to be evaluated to obtain a value evaluation result, and then whether the communication base stations at the position are reasonable or not is determined according to the value evaluation result. However, the existing base station evaluation method is generally evaluated manually, fig. 1 is an application schematic diagram of the communication base station evaluation method in the prior art, as shown in fig. 1, in the prior art, parameters such as a base station position, an allowance difference, an interference level, a customer value, a traffic volume, and a complaint volume are evaluated through an evaluation experience of an evaluator, and then a value evaluation result is obtained.
Based on the technical problems, the method and the device for evaluating the communication base station achieve the technical effects that the evaluation dimensionality of the communication base station is increased, the dependency on evaluation experience of evaluators is reduced, the objectivity of base station evaluation is improved, and the accuracy of value evaluation of the communication base station is improved by means of evaluating the communication base station according to the base station evaluation data corresponding to the evaluation parameters of the communication base station.
Fig. 2 is a schematic architecture diagram of an application system of the communication base station evaluation method provided in the embodiment of the present invention, and as shown in fig. 2, the application system includes a database 201, a server 202, and a terminal device 203, evaluation parameters of a base station and base station evaluation data corresponding to each evaluation parameter are stored in the database 201, and the server 202 may obtain the evaluation parameters of the base station and the base station evaluation data corresponding to each evaluation parameter from the database 201, then perform evaluation processing on the base station evaluation data corresponding to each evaluation parameter to obtain a comprehensive value score value of the communication base station, and send the comprehensive value score value to the terminal device 203 for display.
In addition, there may be one or more terminal apparatuses 203.
The terminal device 203 may be a smart phone, a tablet, a personal computer, a smart wearable device, or the like that can display the value score.
The technical solution of the present invention will be described in detail below with specific examples. The following several specific embodiments may be combined with each other, and details of the same or similar concepts or processes may not be repeated in some embodiments.
Fig. 3 is a flowchart illustrating a method for evaluating a communication base station according to an embodiment of the present invention, where the method of the embodiment may be executed by the server 202. As shown in fig. 3, the method of this embodiment may include:
s301: and acquiring a plurality of evaluation parameters of a preset communication base station.
In this embodiment, before the evaluation of the communication base station, a plurality of preset evaluation parameters for evaluating the communication base station may be obtained, and then the communication base station may be evaluated according to the evaluation parameters.
The preset multiple evaluation parameters can be directly obtained from the database, and each evaluation parameter can also be obtained from a third-party system. Further, the evaluation parameters are predetermined, and each evaluation parameter may be determined based on historical evaluation data.
S302: and respectively acquiring the evaluation data of the base station corresponding to each evaluation parameter.
In this embodiment, after the evaluation parameters are determined, the evaluation data of the base station corresponding to each evaluation parameter may be acquired, respectively.
The evaluation parameters may be a base station location, a user value, a balance, a traffic volume, a complaint volume, and a transmission node. Then, the obtaining of the base station evaluation data corresponding to each evaluation parameter respectively may specifically include:
and acquiring longitude and latitude coordinates corresponding to the position of the base station, and determining the pedestrian flow data and the target scene type corresponding to the position of the base station according to the longitude and latitude coordinates corresponding to the position of the base station.
And acquiring the user value, the difference in revenue and expenditure, the traffic, the complaint amount and the base station evaluation data corresponding to the transmission node from a prestored database.
Specifically, the position of the communication base station is an important influence factor for reminding the value of the communication base station, and is specifically embodied in the flow of people and the scene type within the preset range. The longitude and latitude coordinates of a communication base station in the existing network are recorded in a background system, the latitude and longitude coordinate range can be converted according to a first preset range of the longitude and latitude coordinates, people flow thermodynamic diagram data in the range can be obtained by using an API provided by map software, and a crawler software is used for collecting the highest-level scene type in a second preset range of the communication base station. For example, the first predetermined range may be a range centered on the communication base station and having a radius of 1 km. The second predetermined range may be a range having a radius of 600 m to 800 m and centered on the communication base station. Table 1 is a scene type grade table in which the main scene conditions corresponding to each scene type grade are recorded.
TABLE 1 scene type ratings table
Figure BDA0003161927430000071
Figure BDA0003161927430000081
In addition, the base station evaluation data corresponding to other evaluation parameters are all recorded in the communication base station operation background data, and when the base station evaluation data corresponding to other evaluation parameters are acquired, the data are only required to be inquired and derived from relevant data through big data software such as MySQL.
S303: and determining the score value corresponding to the evaluation data of each base station according to a preset base station evaluation rule.
In this embodiment, after determining the evaluation data of each base station, the score value corresponding to the evaluation data of each base station may be determined according to a preset evaluation rule of the base station, so as to determine the value of the evaluation parameter corresponding to the evaluation data of each base station.
Further, in an implementation manner, determining a score value corresponding to each base station evaluation data according to a preset base station evaluation rule may specifically include:
if the evaluation parameter includes the base station position, according to the expression:
Figure BDA0003161927430000082
F12＝Lviand F1＝F11+F12And determining a fraction value corresponding to the position of the base station.
Wherein, F11And F12Respectively representing the corresponding scores of the flow of people and the scene type, P representing the flow of people in the preset range of the communication base station, S representing the area in the preset range of the communication base station, and LviRepresenting the grade of the scene covered by the corresponding base station, if a plurality of scenes are covered simultaneously, summing a plurality of scores, F1Indicating the total score corresponding to the base station location.
Specifically, table 2 shows score values corresponding to different scene types, and the total score corresponding to the base station position can be further determined by the table.
TABLE 2 score values for different scene types
Figure BDA0003161927430000083
Figure BDA0003161927430000091
In another implementation manner, determining the score value corresponding to each piece of base station evaluation data according to a preset base station evaluation rule may specifically include:
if the evaluation parameter comprises the user value, according to the expression:
F2＝log2(H+1)20and determining a score value corresponding to the user value.
Wherein, F2And H represents the number of high-value users covered by the communication base station.
Specifically, the user value refers to the number of high-value users served by the communication base station, and may be, for example, the number of users consuming more than a preset amount per month on average.
In another implementation manner, determining the score value corresponding to each piece of base station evaluation data according to a preset base station evaluation rule may specifically include:
if the evaluation parameter comprises the balance difference, according to the expression:
Figure BDA0003161927430000092
and determining a score value corresponding to the receiving and distributing difference.
Wherein, F3 represents the total score of the balance factor, and Δ represents the monthly balance of the base station.
Specifically, in the foregoing embodiment, an expression of the balance Δ has been determined, and the positive and negative values thereof are determined by the income and expense of the communication base station, and the positive value represents the profit and the negative value represents the loss. In order to correctly display the value of the communication base station, the base station score of the loss should be negative, otherwise, the score is positive.
In another implementation manner, determining the score value corresponding to each piece of base station evaluation data according to a preset base station evaluation rule may specifically include:
if the evaluation parameter includes traffic, according to the expression:
Figure BDA0003161927430000093
and determining a score value corresponding to the traffic.
Wherein, F4Denotes the total score of traffic, Avo、
Figure BDA0003161927430000094
Respectively for a first predetermined durationTelephone traffic and average telephone traffic of all communication base stations in the current network, and the unit is Ireland and D4GAnd
Figure BDA0003161927430000095
respectively representing 4G data flow in a first preset time and average 4G data flow of all communication base stations in the current network, D5GAnd
Figure BDA0003161927430000096
respectively representing the 5G data traffic in the first preset time and the average 5G data traffic of all communication base stations in the current network.
Specifically, based on traffic and traffic distribution requirements, the communication base station distribution and the traffic distribution should be basically consistent, the larger the traffic is, the higher the value of the communication base station is, the consideration is that 2G has finished network quitting, and 3G also considers gradual network quitting, so that at present, only the traffic and data traffic of 4G and 5G are considered in the expression.
In another implementation manner, the determining the score value corresponding to each piece of base station evaluation data according to a preset base station evaluation rule may specifically include:
if the evaluation parameter includes the complaint amount, according to the expression:
Figure BDA0003161927430000101
and determining a score value corresponding to the complaint amount.
Wherein, F5Indicates the total score of complaint amount, CmaxIndicating the maximum complaint amount of the communication base station in the second preset time length,
Figure BDA0003161927430000102
c respectively represents the average complaint amount and the complaint amount of the communication base station in the preset range of the second preset time length, and e is a constant.
Specifically, although the complaint of the user to the wireless signal can help the operator to find the coverage problem, the complaint can also cause certain negative influence on the image of the operator, meanwhile, the irrationality of parameter settings such as the position, the azimuth angle, the downward inclination angle and the like of the communication base station is reflected, which base stations are to be improved can be accurately determined through the score value corresponding to the complaint amount, and further, the workload of maintaining and optimizing the communication base station is reduced.
The second preset duration may be three months, and the preset range may be one kilometer.
In another implementation manner, determining the score value corresponding to each piece of base station evaluation data according to a preset base station evaluation rule may specifically include:
if the evaluation parameter comprises a transmission node, according to the expression:
F6and determining a score value corresponding to the transmission node by 1, 2, 3 and 4.
Wherein, F6Indicating the total score of the transmission nodes, and SLvi indicating the rank of the ith transmission node.
Specifically, the cell of the communication base station plays an important role in the transmission network, and the more important the cell is, the higher the score of the cell is, the transmission nodes are classified according to grades so as to be scored. Correspondingly, table 3 is a score table corresponding to the transmission node, and score values corresponding to transmission nodes of different grades can be determined through the table.
Table 3 is a score table corresponding to the transmission node
Level of transmission node Transport node classification Corresponding score value
SLv1 Core layer 80
SLv2 Zone convergence layer 60
SLv3 Convergence layer 40
SLv4 Edge layer 20
S304: and determining a comprehensive value score value of the communication base station according to the score value corresponding to the evaluation data of each base station and the pre-stored weighting coefficient corresponding to each evaluation parameter, and sending the comprehensive value score value of the communication base station to the terminal equipment for displaying.
In this embodiment, different evaluation parameters may correspond to different weighting coefficients, and table 4 is a weighting coefficient table corresponding to the evaluation parameters, and the weighting coefficients corresponding to the evaluation parameters may be determined through the table.
Table 4 weighting factor table corresponding to evaluation parameter
Influencing factor Weighting coefficient alphai
Base station location α1＝1.05
User value α2＝1.63
Difference in balance α3＝1.25
Traffic volume α4＝0.9
Amount of complaints α5＝-0.85
Transmission node α7＝0.6
After the weighting coefficients corresponding to the evaluation parameters are obtained, the weighting fraction values corresponding to the evaluation parameters can be determined according to the weighting coefficients corresponding to the evaluation parameters and the fraction values corresponding to the evaluation parameters, and then the weighting fraction values corresponding to the evaluation parameters are summed to obtain the comprehensive value fraction value of the communication base station.
Furthermore, the comprehensive value score value of the communication base stations can be sent to the terminal equipment for displaying, so that a user can conveniently know the value condition of each communication base station, and further processing can be performed according to the value condition of each communication base station.
After the scheme is adopted, a plurality of evaluation parameters of the preset communication base station can be obtained firstly, then base station evaluation data corresponding to the evaluation parameters are obtained respectively, the score value corresponding to the base station evaluation data is determined according to the preset base station evaluation rule, then the comprehensive value score value of the communication base station is determined according to the score value corresponding to the base station evaluation data and the pre-stored weighting coefficient corresponding to the evaluation parameters, the comprehensive value score value is sent to the terminal equipment to be displayed, and the evaluation dimensionality of the communication base station is increased by a mode of evaluating the communication base station according to the base station evaluation data corresponding to the evaluation parameters of the communication base station, the dependency on evaluation experience of evaluators is reduced, the objectivity of base station evaluation is improved, and the accuracy of the value evaluation of the communication base station is improved.
Based on the method of fig. 3, the present specification also provides some specific embodiments of the method, which are described below.
In addition, in another embodiment, the comprehensive value score value of the communication base station may be compared with a preset score threshold, and if the comprehensive value score value of the communication base station is greater than or equal to the preset score threshold, a reasonable prompt for setting the position of the communication base station is generated and sent to the terminal device; and if the comprehensive value score value of the communication base station is smaller than the preset score threshold value, generating and sending an unreasonable communication base station position setting prompt to the terminal equipment.
In addition, in another embodiment, after obtaining the value of the composite value score of the communication base station, the operation and maintenance condition of the communication base station may be adjusted according to the value of the composite value score. For example, the number of cells of the communication base station that are responsible may be increased or decreased based on the value of the composite value score, or the operational investment in the communication base station may be increased or decreased based on the value of the composite value score.
In addition, if the comprehensive value score value exceeds the preset score threshold value, a communication base station can be additionally arranged in a preset area to reduce the communication pressure of the communication base station in the area, and the communication base station is comprehensively evaluated by integrating different evaluation parameters such as base station position, user value, difference in income and expenditure, service volume, complaint volume, transmission nodes and the like, so that the evaluation result of the communication base station is more objective and accurate, and sufficient basis is further provided for the subsequent operation of the communication base station.
Based on the same idea, an embodiment of this specification further provides a device corresponding to the method, and fig. 4 is a schematic structural diagram of a communication base station evaluation device provided in the embodiment of the present invention, as shown in fig. 4, the device provided in this embodiment may include:
an obtaining module 401 is configured to obtain a plurality of evaluation parameters of a preset communication base station.
A processing module 402, configured to obtain base station evaluation data corresponding to each evaluation parameter.
In this embodiment, evaluating the parameters includes: the base station location, the user value, the difference in revenue, the traffic volume, the complaint volume, and the transmission node, the processing module 402 is further configured to:
and acquiring longitude and latitude coordinates corresponding to the base station position, and determining the pedestrian flow data and the target scene type corresponding to the base station position according to the longitude and latitude coordinates corresponding to the base station position.
And acquiring the user value, the difference in revenue and expenditure, the traffic, the complaint amount and the base station evaluation data corresponding to the transmission node from a prestored database.
The processing module 402 is further configured to determine a score value corresponding to each base station evaluation data according to a preset base station evaluation rule.
In this embodiment, the processing module 402 is further configured to:
if the evaluation parameter comprises the position of the base station, according to an expression:
Figure BDA0003161927430000121
F12＝Lviand F1＝F11+F12And determining a fraction value corresponding to the position of the base station.
Wherein, F11And F12Respectively representing the corresponding scores of the flow of people and the scene type, P representing the flow of people in the preset range of the communication base station, S representing the area in the preset range of the communication base station, and LviRepresenting the grade of the scene covered by the corresponding base station, if a plurality of scenes are covered simultaneously, summing a plurality of scores, F1Indicating the total score corresponding to the base station location.
The processing module 402 is further configured to:
if the evaluation parameter comprises the user value, according to the expression:
F2＝log2(H+1)20and determining a score value corresponding to the user value.
Wherein, F2The total value of the user value factors is represented, H represents the number of high-value users covered by the communication base stationAmount of the compound (A).
The processing module 402 is further configured to:
if the evaluation parameter comprises the balance difference, according to the expression:
Figure BDA0003161927430000131
and determining a score value corresponding to the receiving and distributing difference.
Wherein, F3Represents the total score of the balance factors, and delta represents the monthly balance of the base station.
The processing module 402 is further configured to:
if the evaluation parameter includes traffic, according to the expression:
Figure BDA0003161927430000132
and determining a score value corresponding to the traffic.
Wherein, F4Denotes the total score of traffic, Avo、
Figure BDA0003161927430000133
Respectively representing the telephone traffic in a first preset time period and the average telephone traffic of all communication base stations in the current network, and the unit is Ireland and D4GAnd
Figure BDA0003161927430000134
respectively representing 4G data flow in a first preset time and average 4G data flow of all communication base stations in the current network, D5GAnd
Figure BDA0003161927430000135
respectively representing the 5G data traffic in the first preset time and the average 5G data traffic of all communication base stations in the current network.
The processing module 402 is further configured to:
if the evaluation parameter comprises the complaint amount, according to an expression:
Figure BDA0003161927430000136
and determining a score value corresponding to the complaint amount.
Wherein, F5Indicates the total score of complaint amount, CmaxIndicating the maximum complaint amount of the communication base station in the second preset time length,
Figure BDA0003161927430000137
c respectively represents the average complaint amount and the complaint amount of the communication base station in the preset range of the second preset time length, and e is a constant.
The processing module 402 is further configured to:
if the evaluation parameter comprises a transmission node, according to an expression:
F6and determining a score value corresponding to the transmission node by 1, 2, 3 and 4.
Wherein, F6Indicating the total score of the transmission nodes, and SLvi indicating the rank of the ith transmission node.
The processing module 402 is further configured to determine a comprehensive value score value of the communication base station according to the score value corresponding to the evaluation data of each base station and a pre-stored weighting coefficient corresponding to each evaluation parameter, and send the comprehensive value score value of the communication base station to a terminal device for display.
The apparatus provided in the embodiment of the present invention may implement the method according to the embodiment shown in fig. 3, and the implementation principle and the technical effect are similar, which are not described herein again.
Fig. 5 is a schematic diagram of a hardware structure of an electronic device according to an embodiment of the present invention, and as shown in fig. 5, a device 500 according to the embodiment includes: at least one processor 501 and memory 502. The processor 501 and the memory 502 are connected by a bus 503.
In a specific implementation, the at least one processor 501 executes the computer-executable instructions stored in the memory 502, so that the at least one processor 501 executes the method in the above-described method embodiments.
For a specific implementation process of the processor 501, reference may be made to the above method embodiments, which implement the similar principle and technical effect, and this embodiment is not described herein again.
In the embodiment shown in fig. 5, it should be understood that the Processor may be a Central Processing Unit (CPU), other general purpose processors, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), etc. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like. The steps of a method disclosed in connection with the present invention may be embodied directly in a hardware processor, or in a combination of the hardware and software modules within the processor.
The memory may comprise high speed RAM memory and may also include non-volatile storage NVM, such as at least one disk memory.
The bus may be an Industry Standard Architecture (ISA) bus, a Peripheral Component Interconnect (PCI) bus, an Extended ISA (EISA) bus, or the like. The bus may be divided into an address bus, a data bus, a control bus, etc. For ease of illustration, the buses in the figures of the present application are not limited to only one bus or one type of bus.
The embodiment of the present invention further provides a computer-readable storage medium, where a computer execution instruction is stored in the computer-readable storage medium, and when a processor executes the computer execution instruction, the method for evaluating a communication base station according to the above-mentioned method embodiment is implemented.
An embodiment of the present invention further provides a computer program product, which includes a computer program, and when the computer program is executed by a processor, the method for evaluating a communication base station is implemented as described above.
The computer-readable storage medium may be implemented by any type of volatile or non-volatile memory device or combination thereof, such as Static Random Access Memory (SRAM), electrically erasable programmable read-only memory (EEPROM), erasable programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, magnetic or optical disk. Readable storage media can be any available media that can be accessed by a general purpose or special purpose computer.
An exemplary readable storage medium is coupled to the processor such the processor can read information from, and write information to, the readable storage medium. Of course, the readable storage medium may also be an integral part of the processor. The processor and the readable storage medium may reside in an Application Specific Integrated Circuits (ASIC). Of course, the processor and the readable storage medium may also reside as discrete components in the apparatus.
Those of ordinary skill in the art will understand that: all or a portion of the steps of implementing the above-described method embodiments may be performed by hardware associated with program instructions. The program may be stored in a computer-readable storage medium. When executed, the program performs steps comprising the method embodiments described above; and the aforementioned storage medium includes: various media that can store program codes, such as ROM, RAM, magnetic or optical disks.
Finally, it should be noted that: the above embodiments are only used to illustrate the technical solution of the present invention, and not to limit the same; while the invention has been described in detail and with reference to the foregoing embodiments, it will be understood by those skilled in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some or all of the technical features may be equivalently replaced; and the modifications or the substitutions do not make the essence of the corresponding technical solutions depart from the scope of the technical solutions of the embodiments of the present invention.

Claims (11)

1. A method for evaluating a communication base station, comprising:
acquiring a plurality of evaluation parameters of a preset communication base station;
respectively acquiring base station evaluation data corresponding to each evaluation parameter;
determining a score value corresponding to each base station evaluation data according to a preset base station evaluation rule;
and determining a comprehensive value score value of the communication base station according to the score value corresponding to the evaluation data of each base station and a pre-stored weighting coefficient corresponding to each evaluation parameter, and sending the comprehensive value score value of the communication base station to terminal equipment for displaying.
2. The method of claim 1, wherein evaluating the parameters comprises: base station location, user value, balance, traffic volume, complaint volume, and transmission node,
the respectively obtaining the evaluation data of the base station corresponding to each evaluation parameter includes:
acquiring longitude and latitude coordinates corresponding to the base station position, and determining pedestrian flow data and a target scene type corresponding to the base station position according to the longitude and latitude coordinates corresponding to the base station position;
and acquiring the user value, the difference in revenue and expenditure, the traffic, the complaint amount and the base station evaluation data corresponding to the transmission node from a prestored database.
3. The method of claim 2, wherein the determining the score value corresponding to each evaluation data of the base station according to a preset evaluation rule of the base station comprises:
if the evaluation parameter comprises the position of the base station, according to an expression:
Figure FDA0003161927420000011
F12＝Lviand F1＝F11+F12Determining a fraction value corresponding to the base station position;
wherein, F11And F12Respectively representing the corresponding scores of the flow of people and the scene type, P representing the flow of people in the preset range of the communication base station, S representing the area in the preset range of the communication base station, and LviRepresenting the grade of the scene covered by the corresponding base station, if a plurality of scenes are covered simultaneously, summing a plurality of scores, F1Indicating the total score corresponding to the base station location.
4. The method of claim 2, wherein the determining the score value corresponding to each evaluation data of the base station according to a preset evaluation rule of the base station comprises:
if the evaluation parameter comprises a user value, according to an expression:
F2＝log2(H+1)20determining a score value corresponding to the user value;
wherein, F2And H represents the number of high-value users covered by the communication base station.
5. The method of claim 2, wherein the determining the score value corresponding to each evaluation data of the base station according to a preset evaluation rule of the base station comprises:
if the evaluation parameter comprises a balance difference, according to an expression:
Figure FDA0003161927420000021
determining a score value corresponding to the receiving and distributing difference;
wherein, F3Represents the total score of the balance factors, and delta represents the monthly balance of the base station.
6. The method according to any one of claims 2 to 5, wherein the determining the score value corresponding to each base station evaluation data according to a preset base station evaluation rule comprises:
if the evaluation parameter comprises the traffic volume, according to an expression:
Figure FDA0003161927420000022
determining a score value corresponding to the traffic;
wherein, F4Denotes the total score of traffic, Avo、
Figure FDA0003161927420000023
Respectively representing the telephone traffic in a first preset time period and the average telephone traffic of all communication base stations in the current network, and the unit is Ireland and D4GAnd
Figure FDA0003161927420000024
respectively representing 4G data flow in a first preset time and average 4G data flow of all communication base stations in the current network, D5GAnd
Figure FDA0003161927420000025
respectively representing 5G data traffic in a first preset time and average 5G data traffic of all communication base stations in the current network;
or, if the evaluation parameter includes the complaint amount, according to an expression:
Figure FDA0003161927420000026
determining a score value corresponding to the complaint amount;
wherein, F5Indicates the total score of complaint amount, CmaxIndicating the maximum complaint amount of the communication base station in the second preset time length,
Figure FDA0003161927420000027
c respectively represents the average complaint amount and the complaint amount of the communication base station in the preset range of the second preset time length, and e is a constant.
7. The method according to any one of claims 2 to 5, wherein the determining the score value corresponding to each evaluation data of the base station according to a preset evaluation rule of the base station comprises:
if the evaluation parameter comprises a transmission node, according to an expression:
F6determining a score value corresponding to the transmission node, where i is 1, 2, 3, 4;
wherein, F6Presentation renderingThe total score of the transmission nodes, SLvi, indicates the rank of the ith transmission node.
8. A communication base station evaluation apparatus, comprising:
the acquisition module is used for acquiring a plurality of evaluation parameters of a preset communication base station;
the processing module is used for respectively acquiring base station evaluation data corresponding to each evaluation parameter;
the processing module is further used for determining score values corresponding to the evaluation data of the base stations according to a preset base station evaluation rule;
and the processing module is further used for determining the comprehensive value score value of the communication base station according to the score value corresponding to the evaluation data of each base station and the pre-stored weighting coefficient corresponding to each evaluation parameter, and sending the comprehensive value score value of the communication base station to the terminal equipment for displaying.
9. An electronic device, comprising: at least one processor and memory;
the memory stores computer-executable instructions;
the at least one processor executing the computer-executable instructions stored by the memory causes the at least one processor to perform the communication base station evaluation method of any of claims 1 to 7.
10. A computer-readable storage medium having computer-executable instructions stored thereon, which when executed by a processor, implement the communication base station evaluation method of any one of claims 1 to 7.
11. A computer program product comprising a computer program, wherein the computer program when executed by a processor implements the communication base station evaluation method of any of claims 1 to 7.
CN202110793466.1A 2021-07-14 2021-07-14 Communication base station evaluation method and device and electronic equipment Pending CN113543195A (en)

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114928849A (en) * 2022-05-18 2022-08-19 中国联合网络通信集团有限公司 Base station deployment method and device, electronic equipment and storage medium
CN115865669A (en) * 2022-11-30 2023-03-28 中国联合网络通信集团有限公司 Parameter adjusting method, device and storage medium

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114928849A (en) * 2022-05-18 2022-08-19 中国联合网络通信集团有限公司 Base station deployment method and device, electronic equipment and storage medium
CN114928849B (en) * 2022-05-18 2023-08-22 中国联合网络通信集团有限公司 Base station deployment method and device, electronic equipment and storage medium
CN115865669A (en) * 2022-11-30 2023-03-28 中国联合网络通信集团有限公司 Parameter adjusting method, device and storage medium

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