CN112601247B - Method, device and system for monitoring service quality of base station cell - Google Patents

Abstract

The application provides a method, a device and a system for monitoring the service quality of a base station, wherein the method comprises the following steps: collecting XDR data of a core network side through a pre-established big data platform and a pre-established collection platform, wherein the XDR data comprises signaling plane data and user plane data; acquiring the work parameter information of a target base station cell, wherein the target base station cell is a base station cell in a high-speed rail line; screening the XDR data according to the work parameter information to obtain effective XDR data, wherein the effective XDR data is data generated in a target base station cell; and determining key index information of each high-speed rail station area along the high-speed rail and along the line according to the effective XDR data and the work parameter information of the target base station cell, wherein the key index information comprises the number of users of each path section in the high-speed rail station and the high-speed rail line, the total flow of the users, the uplink and downlink rates and the uplink and downlink transmission time delay RTT. The method and the device effectively realize the cell service quality monitoring of the high-speed rail full-line base station and improve the network maintenance efficiency.

Description

Service quality monitoring method, device and system for base station cell

technical field

The embodiments of the present invention relate to the technical field of mobile communication, and in particular to a method, device and system for monitoring service quality of a base station cell.

Background technique

High-speed rail is an important infrastructure that boosts the development of my country's economy and people's livelihood. The quality of high-speed rail mobile services directly affects users' experience with network quality. With the development of mobile communication services, there are many shared base stations along the high-speed rail. These shared base stations can only realize quality monitoring through the client provided by the station builder, and cannot form a unified integration with the self-owned base station monitoring system; at the same time, traditional high-speed rail base station monitoring mainly focuses on Due to wireless KPI indicators and physical equipment performance, there is a lack of evaluation of actual service quality, especially the quality of mobile data services, which makes it difficult to meet service-oriented O&M requirements. How to form a unified mobile data service quality monitoring for high-speed rail base stations is a major problem in high-speed rail service quality assurance.

In related technologies, the monitoring mode for the base station on the high-speed rail line mainly relies on the traditional mode to monitor the alarm information of the network element and the performance KPI index of the equipment itself. Or, by means of relocation of terminals, the network management software provided by the operator can be used to independently monitor the operating status of the equipment.

However, the above-mentioned monitoring methods are not comprehensive enough to judge the quality of service provided by the base station simply from the operating status of the base station. For the deterioration of the Internet service network quality caused by other potential factors, the above-mentioned monitoring method cannot realize early warning and reduces network maintenance. efficiency.

Contents of the invention

Embodiments of the present invention provide a method, device, and system for monitoring service quality of base station cells, so as to solve the problem in the prior art that incomplete service quality monitoring of base station cells along high-speed railways affects network maintenance efficiency.

The first aspect of the embodiments of the present invention provides a method for monitoring service quality of a base station cell, including:

Collect XDR data on the core network side through the pre-established big data platform and collection platform, and the XDR data includes signaling plane data and user plane data;

Obtaining the work parameter information of the target base station cell, where the target base station cell is a base station cell along the high-speed rail;

Screening the XDR data according to the work parameter information to obtain valid XDR data, where the valid XDR data is data generated in the target base station cell;

According to the effective XDR data and the work parameter information of the target base station cell, determine the key index information of each high-speed rail station area along the high-speed rail and along the line, and the key index information includes the high-speed rail station and the number of users in each section of the high-speed rail along the line , total user traffic, uplink and downlink rate, uplink and downlink transmission delay RTT;

The key indicator information along the high-speed rail and each high-speed rail station area along the line is sent to a display screen for display.

Optionally, the work parameter information also includes latitude and longitude information of each target base station cell; the method further includes:

calling the network map service interface, and identifying the location of each target base station cell in the network map according to the latitude and longitude information of each target base station cell;

According to the key index information, identify the network status of each high-speed rail site and each road section along the high-speed rail in the network map, and identify different network statuses with different colors;

Send the identified network map to the display screen for display.

Optionally, according to the key indicator information, the network status of each high-speed rail site and each road section along the high-speed rail is identified in the network map, including:

If the number of users in the target base station cell within the preset time range is less than the first limit value or the total user traffic is less than the second limit value, then mark the area corresponding to the target base station cell as the first color;

Otherwise, identify the area corresponding to the target base station cell as the second color.

Optionally, the method further includes: linking the area marked as the first color in the network map with alarm information, where the alarm information includes working parameter information and key indicator information corresponding to the target base station cell .

Optionally, the method further includes: updating the working parameter information of the target cell.

Optionally, the work parameter information also includes: the cell identification CI of each target base station cell, the location area identification code LAC, the tracking area identification code TAC, the name and ID of the scene grid to which it belongs, the corresponding high-speed rail station and high-speed rail section group number.

The second aspect of the embodiments of the present invention provides a service quality monitoring device for a base station, including:

A collection module, configured to collect XDR data on the core network side through a pre-established big data platform and a collection platform, where the XDR data includes signaling plane data and user plane data;

An acquisition module, configured to acquire work parameter information of a target base station cell, where the target base station cell is a base station cell along the high-speed rail;

A screening module, configured to screen the XDR data according to the industrial parameter information to obtain valid XDR data, where the valid XDR data is data generated in the target base station cell;

A monitoring module, configured to determine the key indicator information of each high-speed rail station area along the high-speed rail and along the line according to the effective XDR data and the work parameter information of the target base station cell, the key indicator information includes the high-speed rail site and the high-speed rail along the line The number of users, total user traffic, uplink and downlink rates, and uplink and downlink transmission delay RTT of each section;

The sending module is configured to send key indicator information along the high-speed rail line and each high-speed rail station area along the line to a display screen for display.

The third aspect of the embodiments of the present invention provides a service quality monitoring system of a base station, including: a big data platform, a collection platform, and a server; the server is used to perform the service quality monitoring of the base station described in the first aspect of the embodiments of the present invention method.

A fourth aspect of the embodiments of the present invention provides a computer device, including: at least one processor and a memory;

the memory stores computer-executable instructions;

The at least one processor executes the computer-executed instructions stored in the memory, so that the at least one processor executes the service quality monitoring method of the base station provided in the first aspect of the embodiments of the present invention.

A fifth aspect of the embodiments of the present invention provides a computer-readable storage medium, the computer-readable storage medium stores computer-executable instructions, and when the processor executes the computer-executable instructions, the first aspect of the embodiments of the present invention is implemented A service quality monitoring method of a base station is provided.

Embodiments of the present invention provide a service quality monitoring method, device, and system for a base station. The method collects XDR data on the core network side through a pre-established big data platform and collection platform. The XDR data includes signaling plane data and user surface data; then obtain the work reference information of the target base station cell, the target base station cell is a base station cell along the high-speed rail; screen all XDR data according to the work reference information to obtain the data generated in the target base station cell; by Signaling plane data and user plane data determine the key indicator information along the high-speed rail and each high-speed rail station area along the line, including the number of users, total user traffic, uplink and downlink rates, and uplink and downlink transmission delays RTT, the above key indicator information obtained through the signaling plane data and user plane data can more comprehensively monitor the service quality of each base station cell along the high-speed rail, and send the key indicator information along the high-speed rail and each high-speed rail station area along the line It can be displayed on the display screen, which improves the network maintenance efficiency.

Description of drawings

In order to more clearly illustrate the technical solutions in the embodiments of the present invention or the prior art, the following will briefly introduce the drawings that need to be used in the description of the embodiments or the prior art. Obviously, the accompanying drawings in the following description are only These are some embodiments of the present invention. For those skilled in the art, other drawings can also be obtained according to these drawings without any creative effort.

FIG. 1 is an application scenario diagram of a service quality monitoring method of a base station shown in an exemplary embodiment of the present invention;

Fig. 2 is a schematic flowchart of a method for monitoring service quality of a base station shown in an exemplary embodiment of the present invention;

Fig. 3 is a schematic structural diagram of a big data platform shown in an exemplary embodiment of the present invention;

Fig. 4 is a schematic structural diagram of a service quality monitoring system of a base station shown in an exemplary embodiment of the present invention;

Fig. 5 is a schematic diagram showing cell information of base stations along the high-speed rail line shown in an exemplary embodiment of the present invention;

Fig. 6 is a schematic structural diagram of a service quality monitoring device of a base station shown in an exemplary embodiment of the present invention;

Fig. 7 is a schematic structural diagram of a computer device shown in an exemplary embodiment of the present invention.

Detailed ways

In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is only some embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

The terms "first", "second", "third", "fourth", etc. (if any) in the description and claims of the present invention and the above drawings are used to distinguish similar objects and not necessarily Describe a specific order or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such that the embodiments of the invention described herein can be practiced in sequences other than those illustrated or described herein. Furthermore, the terms "comprising" and "having", as well as any variations thereof, are intended to cover a non-exclusive inclusion, for example, a process, method, system, product or device comprising a sequence of steps or elements is not necessarily limited to the expressly listed instead, may include other steps or elements not explicitly listed or inherent to the process, method, product or apparatus.

At present, high-speed rail is an important infrastructure that boosts the development of my country's economy and people's livelihood. The quality of high-speed rail mobile services directly affects users' experience of network quality. With the development of mobile communication services, there are many shared base stations along the high-speed rail. These shared base stations can only realize quality monitoring through the client provided by the station builder, and cannot form a unified integration with the self-owned base station monitoring system; at the same time, traditional high-speed rail base station monitoring mainly focuses on Due to wireless key performance (Key Performance Indicator, KPI) indicators and physical equipment performance, there is a lack of evaluation of actual service quality, especially the quality of mobile data services, which makes it difficult to meet the needs of service-oriented operation and maintenance. How to form a unified mobile data service quality monitoring for high-speed rail base stations is a major problem in high-speed rail service quality assurance. In related technologies, the monitoring mode for the base station on the high-speed rail line mainly relies on the traditional mode (CT mode) to monitor the alarm information of the network element and the performance KPI index of the equipment itself. Or, by means of relocation of terminals, the network management software provided by the operator can be used to independently monitor the operating status of the equipment. However, the above-mentioned monitoring methods are not comprehensive enough to judge the service quality provided by the base station simply from the operating status of the base station. For the deterioration of the Internet service network quality caused by other potential factors, the above-mentioned monitoring method cannot realize early warning and reduce network maintenance efficiency. Affect users' online perception.

In view of this defect, the technical idea of the technical solution of the present invention is that no matter the self-owned base station or the shared base station, an interactive mechanism will be established with the core network side, and the S1 signaling plane and user plane interface on the core network side will be collected through aggregation. Data representation (External Data Representation, XDR) file, using big data to establish a service quality model to calculate the service quality of high-speed rail base stations, including shared base stations and self-owned base stations into unified service quality monitoring, to achieve high-speed rail grid management, in While solving the monitoring problem of shared stations, it also realizes the mobile service-aware operation and maintenance guarantee of the high-speed rail business scenario, and improves the network maintenance efficiency.

Fig. 1 is an application scenario diagram of a method for monitoring service quality of a base station according to an exemplary embodiment of the present invention.

As shown in Figure 1, the basic architecture of the application scenario provided by this embodiment mainly includes: a plurality of base stations 101 along the high-speed rail, a data collection platform 102, a server 103 and a display screen 104; wherein, the data collection platform is collected at the core network side Relevant data, and send the collected relevant data to the server, the server obtains the work parameter data of the base station, and determines the network index information of each base station along the high-speed rail according to the relevant data and work parameter data, and sends the network index information to the display screen to display.

Fig. 2 is a schematic flowchart of a method for monitoring service quality of a base station according to an exemplary embodiment of the present invention. The method provided by this embodiment may be executed by the server in the embodiment shown in Fig. 1 .

As shown in FIG. 2, the method provided in this embodiment may include the following steps.

S201. Collect XDR data on the core network side through a pre-established big data platform and a collection platform, where the XDR data includes signaling plane data and user plane data.

Wherein, the big data platform may be a Hadoop big data platform.

Specifically, as shown in Figure 3, the Hadoop big data platform includes: HDFS distributed file system, which is mainly used to save the XDR data collected from the collection interface machine of the Hadoop big data platform; Hive data warehouse, which is mainly used for storage extraction and conversion And loaded (Extract-Transform-Load, ETL) data, data analyzed by topic and data for display; Spark distributed computing framework, used for memory-based distributed data computing, relying on collected XDR data, by topic Perform analysis and calculation; the distributed coordination service Zookeeper is used to coordinate the analysis and calculation process of distributed data.

Specifically, the collection interface machine of the Hadoop big data platform is connected to the collection platform to collect XDR data on the core network side in real time. The XDR data includes S1 signaling plane data and user plane data. For example, the signaling plane data can include the upper and lower Line signal quality, user call data, Internet traffic, SMS data, etc. Exemplarily, for a certain province, after the collection interface machine of the Hadoop big data platform is docked with the collection platform, the user plane data of the core network side of the province is collected through the S1U interface, and the signaling of the core network side of the province is collected through the S1MME interface surface data, and finally complete the data collection of the whole province.

S202. Obtain the industrial parameter information of the target base station cell, where the target base station cell is a base station cell along the high-speed rail.

Wherein, the work parameter information includes: the cell identification (Cell ID, CI), location area identification code (Location Area Code, LAC), tracking area identification code (Tracking Area Code, TAC) of each target base station cell, and the scene to which it belongs. The grid name and ID, the latitude and longitude information of each target base station cell, and the group number of the corresponding high-speed rail station and high-speed rail section.

It should be noted that the industrial parameter information of the target base station cell will be updated regularly. For example, when a new base station is added along the high-speed rail, the industrial parameter information of the corresponding base station cell needs to be added. In this way, it is convenient to filter out all base station cell data along the high-speed rail according to the actual station construction situation.

S203. Filter the XDR data according to the industrial parameter information to obtain valid XDR data, where the valid XDR data is data generated in the cell of the target base station.

Specifically, according to the cell (Cell ID, CI) of the wireless industrial reference of the high-speed rail network segment, the XDR data is associated and filtered to determine that the XDR is generated at the high-speed rail site and the cell data of the base station along the high-speed rail.

For example, the collected data of a certain province not only includes the data of all base station cells along the high-speed rail line, but also includes the data of base station cells in other areas not along the high-speed rail line. Therefore, it is necessary to filter and screen all the XDR data to finally get all XDR data of base station cells along the high-speed rail.

S204, according to the effective XDR data and the work parameter information of the target base station cell, determine the key index information along the high-speed rail and each high-speed rail station area along the line, the key index information includes the high-speed rail station and each road section along the high-speed rail Number of users, total user traffic, uplink and downlink rates, uplink and downlink transmission delay (Round-Trip Time, RTT).

Among them, the key indicator information may also include the business success rate, business timeliness rate, business excellent rate, etc. of the high-speed rail station and each road section along the high-speed rail line.

S205, sending the key indicator information of the high-speed rail station and each road section along the high-speed rail to a display screen for display.

Specifically, as shown in Figure 5, the display screen displays the information on the number of users and the total flow of users of each high-speed rail station in the high-speed rail line corresponding to the region and the base station cell of each high-speed rail station, for example, the first east station The number of users in the base station cell is 5275, and the total traffic is 40950MB.

In this embodiment, the XDR data on the core network side is collected through the pre-established big data platform and collection platform, and the XDR data includes signaling plane data and user plane data; then the industrial parameter information of the target base station cell is obtained, and the The target base station cell is a base station cell along the high-speed rail; according to the industrial parameter information, all XDR data are screened to obtain the data generated in the target base station cell; the data along the high-speed rail and along the line are determined by signaling plane data and user plane data. Key indicator information of a high-speed rail station area, including the number of users at the high-speed rail station and each section along the high-speed rail, total user traffic, uplink and downlink speed, and uplink and downlink transmission delay RTT. The above key indicators obtained through signaling plane data and user plane data Index information can more comprehensively monitor the service quality of each base station cell along the high-speed rail.

In a possible embodiment, the work parameter information includes latitude and longitude information of each target base station cell; the method further includes:

calling the network map service interface, and identifying the location of each target base station cell in the network map according to the latitude and longitude information of each target base station cell;

According to the key index information, identify the network status of each high-speed rail site and each road section along the high-speed rail in the network map, and identify different network statuses with different colors;

Send the identified network map to the display screen for display.

Specifically, the network map is retrieved by calling the network map service interface, and is identified on the network map according to the latitude and longitude information of each target base station cell, for example, according to the latitude and longitude of each high-speed rail base station, it is positioned and displayed on the map Icons of all high-speed rail base stations (as shown in Figure 5).

In a possible embodiment, according to the key indicator information, the network status of each high-speed rail site and each road section along the high-speed rail is identified in the network map, including:

If the number of users in the target base station cell within the preset time range is less than the first limit value or the total user traffic is less than the second limit value, the area corresponding to the target base station cell is marked as the first color; otherwise, the The area corresponding to the cell of the target base station is marked with the second color.

Wherein, the first limit value or the second limit value may be determined according to actual conditions.

Exemplarily, if the cumulative number of users in a certain high-speed rail base station cell is equal to 0 or the total user traffic is equal to 0M within 3 hours, then the section corresponding to the high-speed rail base station cell is marked as red; otherwise, it is marked as green.

It should be noted that the color identification is only valid within a certain time range. For example, the color identification is only valid from 6:00 to 24:00 every day. In other cases, the high-speed railway section is green by default.

In a possible embodiment, the method further includes: linking the area marked as the first color in the network map with alarm information, where the alarm information includes the parameter information and key information corresponding to the cell of the target base station. Indicator information.

Specifically, if there is a road section marked with the first color in the network map, it means that there is a problem with the high-speed rail base station corresponding to the road section, and the road section is linked with the warning information. , a display box of alarm information will pop up on the display interface.

In a possible embodiment, the information displayed on the display screen is updated every preset time interval, for example, the key indicator information of each high-speed rail station corresponding to the base station cell on the display screen is refreshed every hour.

In this embodiment, different icons are used to display the telecommunications sharing stations along the high-speed rail and the stations of China Unicom. The statistics of high-speed rail communities are refreshed every hour. Once there is an alarm on the high-speed rail section, it is very convenient to check which base station cells have problems. Form a work order to track and solve problems in the high-speed rail community.

Fig. 4 is a schematic structural diagram of a system for monitoring service quality of a base station according to an exemplary embodiment of the present invention.

As shown in FIG. 4 , the system provided by the embodiment of the present invention includes: a big data platform 401 , a collection platform 402 , and a server 403 .

Specifically, the big data platform is connected to the collection platform through the collection interface machine, and then collects signaling plane data and user plane data through the S1U interface, S1MME interface, S11 interface, and S6a interface on the core network side, and collects the collected signaling The data on the plane and the data on the user plane are sent to the server. At the same time, the server obtains the industrial parameter information of the target base station cell along the high-speed rail line, according to the collected signaling plane data, user plane data and industrial parameter information.

Further, the work parameter information also includes the latitude and longitude information of each target base station cell; the server is also used to: call the network map service interface, according to the latitude and longitude information of each target base station cell, in the network map Identify the location of each target base station cell; according to the key indicator information, identify the network status of each high-speed rail site and each road section along the high-speed rail in the network map, and identify different network statuses with different colors;

Send the identified network map to the display screen for display.

Further, the server is further configured to: if the number of users in the target base station cell within the preset time range is less than the first limit value or the total user traffic is less than the second limit value, identify the area corresponding to the target base station cell is the first color; otherwise, identify the area corresponding to the target base station cell as the second color.

Further, the server is further configured to: link the area marked as the first color in the network map with alarm information, where the alarm information includes working parameter information and key indicator information corresponding to the target base station cell .

Fig. 6 is a schematic structural diagram of an apparatus for monitoring service quality of a base station according to an exemplary embodiment of the present invention.

As shown in Figure 6, the device provided in this embodiment includes: a collection module 601, configured to collect XDR data on the core network side through the pre-established big data platform and collection platform, the XDR data includes signaling plane data and user Surface data; acquisition module 602, used to obtain the work parameter information of the target base station cell, the target base station cell is a base station cell along the high-speed rail; screening module 603, used to filter the XDR data according to the work parameter information , to obtain effective XDR data, the effective XDR data is data generated from the target base station cell; the monitoring module 604 is used to determine the high-speed rail along and along the line according to the effective XDR data and the industrial parameter information of the target base station cell The key index information of each high-speed rail station area in the high-speed rail station area, the key index information includes the number of users, the total flow of users, the uplink and downlink speed, and the uplink and downlink transmission time delay RTT of the high-speed rail station and each section along the high-speed rail; the sending module 605 is used for The key indicator information along the high-speed rail and each high-speed rail station area along the line is sent to a display screen for display.

Further, the work parameter information also includes latitude and longitude information of each target base station cell; the device further includes: an identification module, configured to call a network map service interface, and according to the latitude and longitude information of each target base station cell, in the Identify the position of each target base station cell in the network map; according to the key index information, identify the network status of each high-speed rail site and each road section along the high-speed rail in the network map, and identify different network statuses with different colors; Send the identified network map to the display screen for display.

Further, the identification module is specifically configured to: if the number of users in the target base station cell within the preset time range is less than the first limit value or the total user traffic is less than the second limit value, the area corresponding to the target base station cell identified as the first color; otherwise, the area corresponding to the target base station cell is identified as the second color.

Further, the device further includes a linking module, configured to link the area marked as the first color in the network map with alarm information, where the alarm information includes the industrial parameter information corresponding to the target base station cell and Key Metric Information.

It should be noted that, for the specific implementation of each module of the device provided in this embodiment, reference may be made to the description in the above-mentioned relevant method embodiments, and details are not repeated here.

FIG. 7 is a schematic diagram of a hardware structure of a computer device provided by an embodiment of the present invention. As shown in FIG. 7 , a computer device 70 provided in this embodiment includes: at least one processor 701 and a memory 702 . Wherein, the processor 701 and the memory 702 are connected through a bus 703 .

In a specific implementation process, at least one processor 701 executes the computer-executed instructions stored in the memory 702, so that the at least one processor 701 executes the service quality monitoring method of the base station in the foregoing method embodiments.

For the specific implementation process of the processor 701, reference may be made to the foregoing method embodiments, and its implementation principles and technical effects are similar, and details are not repeated here in this embodiment.

In the above-mentioned embodiment shown in FIG. 7, it should be understood that the processor can be a central processing unit (English: Central Processing Unit, referred to as: CPU), and can also be other general-purpose processors, digital signal processors (English: Digital Signal Processor, referred to as: DSP), application specific integrated circuit (English: Application Specific Integrated Circuit, referred to as: ASIC), etc. A general-purpose processor may be a microprocessor, or the processor may be any conventional processor, or the like. The steps of the method disclosed in conjunction with the invention can be directly implemented by a hardware processor, or implemented by a combination of hardware and software modules in the processor.

The memory may include 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 (Industry Standard Architecture, ISA) bus, a Peripheral Component Interconnect (PCI) bus, or an Extended Industry Standard Architecture (Extended Industry Standard Architecture, EISA) bus, etc. The bus can be divided into address bus, data bus, control bus and so on. For ease of representation, the buses in the drawings of the present application are not limited to only one bus or one type of bus.

Another embodiment of the present application provides a computer-readable storage medium, where computer-executable instructions are stored in the computer-readable storage medium, and when the processor executes the computer-executable instructions, the base station in the above method embodiment is implemented. Service quality monitoring method.

The above-mentioned computer-readable storage medium, the above-mentioned readable storage medium can be realized by any type of volatile or non-volatile storage device or their combination, 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 can also be a component of the processor. The processor and the readable storage medium may be located in application specific integrated circuits (Application Specific Integrated Circuits, ASIC for short). Of course, the processor and the readable storage medium can also exist in the device as discrete components.

Those of ordinary skill in the art can understand that all or part of the steps for implementing the above method embodiments can be completed by program instructions and related hardware. The aforementioned program can be stored in a computer-readable storage medium. When the program is executed, it executes the steps including the above-mentioned method embodiments; and the aforementioned storage medium includes: ROM, RAM, magnetic disk or optical disk and other various media that can store program codes.

Finally, it should be noted that: the above embodiments are only used to illustrate the technical solutions of the present invention, rather than limiting them; although the present invention has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand that: It is still possible to modify the technical solutions described in the foregoing embodiments, or perform equivalent replacements for some or all of the technical features; and these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the technical solutions of the various embodiments of the present invention. scope.

Claims (9)

1. A service quality monitoring method of a base station, characterized in that, comprising: Collect XDR data on the core network side through the pre-established big data platform and collection platform, and the XDR data includes signaling plane data and user plane data; Obtaining the work parameter information of the target base station cell, where the target base station cell is a base station cell along the high-speed rail; Screening the XDR data according to the work parameter information to obtain valid XDR data, where the valid XDR data is data generated in the target base station cell; According to the effective XDR data and the work parameter information of the target base station cell, determine the key index information of each high-speed rail station area along the high-speed rail and along the line, and the key index information includes the high-speed rail station and the number of users in each section of the high-speed rail along the line , total user traffic, uplink and downlink rate, uplink and downlink transmission delay RTT; Send the key indicator information along the high-speed rail and each high-speed rail station area along the line to the display screen for display; The work parameter information also includes the latitude and longitude information of each target base station cell; the method also includes: calling the network map service interface, and identifying the location of each target base station cell in the network map according to the latitude and longitude information of each target base station cell; According to the key index information, identify the network status of each high-speed rail site and each road section along the high-speed rail in the network map, and identify different network statuses with different colors; Send the identified network map to the display screen for display. 2. method according to claim 1, is characterized in that, described according to described key index information, in described network map, identify each high-speed rail station and the network status of each road section along the high-speed rail, comprising: If the number of users in the target base station cell within the preset time range is less than the first limit value or the total user traffic is less than the second limit value, then mark the area corresponding to the target base station cell as the first color; Otherwise, identify the area corresponding to the target base station cell as the second color. 3. The method according to claim 2, further comprising: Linking the area marked as the first color in the network map with alarm information, where the alarm information includes the industrial parameter information and key indicator information corresponding to the target base station cell. 4. The method according to any one of claims 1-3, further comprising: Updating the working parameter information of the target base station cell. 5. The method according to any one of claims 1-3, wherein the work parameter information further includes: the cell identification CI of each target base station cell, the location area identification code LAC, the tracking area identification code TAC, The name and ID of the scene grid to which it belongs, the group number of the corresponding high-speed rail station and high-speed rail section. 6. A service quality monitoring device for a base station, comprising: A collection module, configured to collect XDR data on the core network side through a pre-established big data platform and a collection platform, where the XDR data includes signaling plane data and user plane data; An acquisition module, configured to acquire work parameter information of a target base station cell, where the target base station cell is a base station cell along the high-speed rail; A screening module, configured to screen the XDR data according to the industrial parameter information to obtain valid XDR data, where the valid XDR data is data generated in the target base station cell; A monitoring module, configured to determine the key indicator information of each high-speed rail station area along the high-speed rail and along the line according to the effective XDR data and the work parameter information of the target base station cell, the key indicator information includes the high-speed rail site and the high-speed rail along the line The number of users, total user traffic, uplink and downlink rates, and uplink and downlink transmission delay RTT of each section; A sending module, configured to send key indicator information along the high-speed rail and in each high-speed rail station area along the line to a display screen for display; The work parameter information also includes the latitude and longitude information of each target base station cell; the device also includes: An identification module, configured to call a network map service interface, and identify the location of each target base station cell in the network map according to the latitude and longitude information of each target base station cell; according to the key indicator information, in the network map The network status of each high-speed rail station and each road section along the high-speed rail is identified in , and different network statuses are marked with different colors; the marked network map is sent to the display screen for display. 7. A service quality monitoring system for a base station, comprising: a big data platform, a collection platform and a server; the server is used to execute the service quality monitoring method for a base station according to any one of claims 1-5. 8. A computer device, comprising: at least one processor and a memory; the memory stores computer-executable instructions; The at least one processor executes the computer-executed instructions stored in the memory, so that the at least one processor executes the service quality monitoring method of the base station according to any one of claims 1 to 5. 9. A computer-readable storage medium, wherein computer-readable instructions are stored in the computer-readable storage medium, and when the processor executes the computer-executable instructions, the computer-readable storage medium according to any one of claims 1 to 5 is implemented. The service quality monitoring method of the base station described above.

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