Layout optimization analysis method and system for 5G base station

Abstract

The invention provides a layout optimization analysis method and system for a 5G base station, and belongs to the technical field of 5G base stations, and the method specifically comprises the steps: determining an optimization processing sequence of a layout optimization analysis region based on the change influence base station data, and carrying out the optimization analysis processing of the layout optimization analysis region based on the optimization processing sequence, whether the layout optimization analysis processing of the 5G base station needs to be continued or not is determined by utilizing the quantity of the layout optimization analysis areas subjected to the optimization analysis processing and the association condition that the change of the layout optimization analysis areas needing the layout optimization analysis processing currently affects the base station, so that the layout optimization processing cost of the 5G base station is reduced.

Description

TECHNICAL FIELD

[0001] The application belongs to the technical field of 5G base stations, and particularly relates to a layout optimization analysis method and system for a 5G base station. BACKGROUND

[0002] In order to realize layout optimization processing of a 5G base station, in CN202410992623.5 "Layout evaluation method and system for 5G network communication", a layout evaluation result of a plurality of 5G communication base stations in a preset evaluation range is generated according to a difference between a first communication interference grid map and a second communication interference grid map, so as to generate a layout evaluation result of the 5G communication base station, and the rationality of the 5G communication base station layout is determined according to the layout evaluation result. However, the above technical solutions all have the following technical problems: When performing layout optimization processing of a 5G base station, there is a certain correlation between 5G base stations in different regions. Specifically, after optimization processing of the 5G base station in the region, the access busy degree of the 5G base station in the adjacent region of the region can be reduced, and then the access busy degree of the 5G base station in the adjacent region and the region commonly used with the 5G base station in the adjacent region can be reduced. This makes it possible that, when performing layout optimization analysis processing, optimization processing in a certain region makes the access busy degree of the 5G base station in other regions meet the requirements. Therefore, how to determine the order of layout optimization analysis processing on the basis of considering the access correlation between different regions so as to reduce the optimization processing cost becomes a technical problem to be solved.

[0003] To solve the above technical problems, the application provides a layout optimization analysis method and system for a 5G base station. SUMMARY

[0004] To achieve the object of the application, the application adopts the following technical solutions: Specifically, the application provides a layout optimization analysis method for a 5G base station, which specifically comprises: S1, determining the associated base station of the 5G base station on the basis of the access data of the 5G base station, determining the variable influence base station in the 5G base station according to the change of the access data of the associated base station, and determining the layout optimization analysis region in the region according to the associated base station data of the variable influence base station in the region; S2, determining the optimization processing order of the layout optimization analysis region on the basis of the associated base station data of the variable influence base station in the layout optimization analysis region; S3 determines whether to continue the layout optimization analysis processing of the 5G base station based on the optimization processing sequence and the correlation of the layout optimization analysis region to be currently processed with the base stations affected by the change of the layout optimization analysis region processed.

[0005] The present application has the following advantages: The optimization processing sequence of the layout optimization analysis region is determined based on the change-affected base station data, so that the mutual influence of the change of the processing busy degree of the base station and the number of users in different regions due to the overlap of the service objects of the base stations is fully considered, the technical problem of high cost caused by simultaneous optimization processing of all layout optimization analysis regions is avoided, and the correlation between different regions is fully considered.

[0006] The number of layout optimization analysis regions processed by the optimization analysis processing and the correlation of the layout optimization analysis region to be currently processed with the base stations affected by the change are used to determine whether to continue the layout optimization analysis processing of the 5G base station, which not only considers the difference in the demand for further layout optimization analysis processing caused by the difference between the number of layout optimization analysis regions processed by the optimization analysis processing and the number of layout optimization analysis regions not processed by the optimization analysis processing, but also considers the influence of the 5G base station processed by the layout optimization analysis on the base stations affected by the change of the layout optimization analysis region, thereby reducing unnecessary analysis and modification costs while ensuring the operation reliability of the 5G base station.

[0007] Further, the access data includes access users of the 5G base station and access data of the access users.

[0008] Further, the associated base station of the 5G base station is another 5G base station that can be used by the access users of the 5G base station, that is, when the access users of another 5G base station can use the 5G base station, the other 5G base station is determined as the associated base station of the 5G base station.

[0009] Specifically, the change of the access data of the associated base station is determined according to the change of the access users of the 5G base station in different time periods.

[0010] Further, the method for determining the change-affected base station in the 5G base station is: According to the change of the access data of the associated base station, the change of the access users of the associated base station of the 5G base station in different time periods is determined. Determine the change period of the associated base station according to the change situation, and determine whether the 5G base station is a change-affected base station according to the coincidence data of the associated base station in different change periods.

[0011] Further, determine whether to continue the layout optimization analysis and processing of the 5G base station, specifically including: The number of unoptimized areas and the number of optimized areas in the combination corresponding to the layout optimization analysis area currently requiring layout optimization analysis and processing are determined according to the number of layout optimization analysis areas requiring optimization analysis and processing. The number of associated base stations in the change-affected base station of the layout optimization analysis area currently requiring layout optimization analysis and processing is determined according to the association of the change-affected base station of the layout optimization analysis area currently requiring layout optimization analysis and processing. Based on the number of unoptimized areas and the number of optimized areas, the number of associated base stations in each change-affected base station belonging to the optimized area, and the running time after the optimized area optimization processing, it is determined whether to continue the layout optimization analysis and processing of the 5G base station.

[0012] In a second aspect, the present application provides a computer system, comprising a memory and a processor connected in communication, and a computer program stored on the memory and capable of running on the processor, wherein the processor executes the computer program to perform the above-mentioned layout optimization analysis method for 5G base station.

[0013] Other features and advantages will be set forth in the following description, and the objects and other advantages of the present application will be achieved and obtained by the structures particularly pointed out in the description and the accompanying drawings.

[0014] In order to make the above-mentioned objects, features and advantages of the present application more obvious and easy to understand, the following preferred embodiments are described in detail below, and the accompanying drawings are described as follows. BRIEF DESCRIPTION OF DRAWINGS

[0015] The above-mentioned and other features and advantages of the present application will become more apparent by describing example embodiments thereof with reference to the accompanying drawings.

[0016] Figure 1 A flowchart of a layout optimization analysis method for 5G base station is shown in Figure 1. Figure 2 A flowchart of a method for determining change-affected base stations in 5G base stations is shown in Figure 2. Figure 3 A flowchart of a method for determining layout optimization analysis areas in a region is shown in Figure 3. Figure 4 A flowchart of a method for determining the optimization processing sequence of a layout optimization analysis area is shown in Figure 4. DETAILED DESCRIPTION

[0017] To enable those skilled in the art to better understand the technical solutions in this specification, the technical solutions in the embodiments of this specification will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of this specification, and not all embodiments. Based on the embodiments of this specification, all other embodiments obtained by those skilled in the art without creative effort should fall within the scope of protection of this specification.

[0018] This application fully considers the number of 5G base stations affected by changes in the number of user accesses, and then filters out areas that are significantly affected by these changes. By comprehensively considering the correlation between 5G base stations in different areas, the optimal processing order of 5G base stations can be determined. This ensures that 5G base stations can match user needs while also reducing unnecessary cost inputs.

[0019] Example 1 like Figure 1 As shown, this application provides a layout optimization analysis method for 5G base stations, specifically including: S1 uses the access data of the 5G base station as a basis to determine the associated base station of the 5G base station, determines the base station affected by the change in the access data of the associated base station according to the change in the access data of the associated base station, and determines the layout optimization analysis area in the area according to the associated base station data of the base station affected by the change in the area. Furthermore, the access data includes the access users of the 5G base station and the access data of the access users.

[0020] Furthermore, the associated base station of the 5G base station is another 5G base station that the access user can use. That is, when the access user of another 5G base station can use the 5G base station, then the other 5G base station is determined to be the associated base station of the 5G base station.

[0021] It should be noted that the changes in the access data of the associated base stations are determined based on the changes in the number of users accessing the 5G base stations in different time periods.

[0022] Specifically, such as Figure 2 As shown, the method for determining the impact of changes in the 5G base station on the base station is as follows: Based on the changes in access data of associated base stations, determine the changes in access users of the associated base stations of the 5G base station in different time periods. The change period of the associated base station is determined by the change situation, and the 5G base station is determined to be affected by the change based on the overlapping data of the associated base stations in different change periods.

[0023] It can be understood that the variable period is a period in which the variation of the number of access users in the period in the recent preset time period does not meet the requirements, and specifically, if the average value of the number of access users in the period in the recent preset time period is greater than the maximum access number of the base station, and the ratio of the average value of the number of access users in the period in the recent preset time period to the average value of the number of access users in the period in different dates is greater than 1.3 times or more, then the period is determined as a variable period.

[0024] The maximum access number is determined according to the rated value of the number of access users that the 5G base station can handle in the period.

[0025] In one possible embodiment, the variable period is determined according to if the average value of the number of access users in the period in the recent preset time period is greater than the maximum access number of the base station, and the ratio of the average value of the number of access users in the period in the recent week to the average value of the number of access users in the period in different dates is greater than 1.3 times or more.

[0026] It should be noted that when the number of variable periods belonging to multiple associated base stations does not meet the requirements, the 5G base station is determined as a variable influence base station, and it should be noted that if the average value of the number of access users switched from the associated base station to the 5G base station in the variable period belonging to not less than 2 associated base stations is greater than the number of variable periods in which the average value of the number of access users switched from the associated base station to the 5G base station is greater than the maximum access number of the 5G base station, the number of variable periods is more than 3, then the 5G base station is determined as a variable influence base station.

[0027] The maximum access number of the 5G base station is determined according to the rated value of the number of access users that the 5G base station can handle in the period, and specifically, according to the maximum value of the number of access users that the 5G base station can handle.

[0028] Optionally, the method for determining the variable influence base station in the 5G base station is: According to the variation of the access data of the associated base station, the variation of the access users in different periods of the associated base station of the 5G base station is determined; The variable period of the associated base station is determined by using the variation, and whether the 5G base station is a variable influence base station is determined according to the associated base station data of the existing variable period.

[0029] It can be understood that when the number of associated base stations with variable periods is more than 2, the 5G base station is determined as a variable influence base station.

[0030] Further, the length of the variable period is 1 hour.

[0031] It can be understood that the area is divided according to a preset number or the number of 5G base stations. In one possible embodiment, the target area is divided into a preset number of areas according to equal area, or the target area is divided according to the number of 5G base stations in different areas being 10.

[0032] In another embodiment, the area is divided according to the radiation area of the 5G base station. Specifically, the access service area formed by the 9 base stations closest to the base station and the base station is divided into an area.

[0033] Specifically, as shown in Figure 3 The method for determining the layout optimization analysis area in the area is: determining the number of variable influence base stations in the area according to the variable influence base stations in the area; determining the coincidence of the associated base stations of different variable influence base stations with different associated base station data of variable influence base stations, and determining the variable influence base stations with associated base stations in the area by using the coincidence; determining whether the area is a layout optimization analysis area with 5G base station data associated with the base station and variable influence base station data of the base station with an associated relationship in the area.

[0034] It can be understood that whether the area is a layout optimization analysis area is determined with 5G base station data associated with the base station and associated influence base station data of the base station with an associated relationship in the area, specifically including: the 5G base station associated with the base station is taken as an associated base station, and the influence base station in the base station is determined based on the number of associated base stations in the area that are variable influence base stations; When the number of influence base stations does not meet the requirements, the area is determined to be a layout optimization analysis area.

[0035] It should be noted that when the base station is an associated base station of a 5G base station, the 5G base station is determined to be a 5G base station associated with the base station.

[0036] It can be understood that when the proportion of the number of associated influence base stations in the associated base stations of the base station in the area is more than one-third, that is, if the proportion of the number of associated influence base stations in the associated base stations of the base station in the area is more than one-third, the base station is determined to be an influence base station. When the number of influence base stations is more than 4, the area is determined to be a layout optimization analysis area.

[0037] Optionally, the method for determining the layout optimization analysis region in the region is: According to the variable influence base station in the region, the number of variable influence base stations in the region is determined; With different associated base station data of variable influence base stations, the coincidence of associated base stations of different associated base stations is determined, and the number of associated influence base stations corresponding to different associated base stations is determined by using the coincidence; With the number of associated influence base stations corresponding to the associated base station, it is determined whether the region is a layout optimization analysis region.

[0038] It can be understood that the number of associated influence base stations corresponding to the associated base station is determined according to the associated base station of the associated influence base station, and when the associated influence base station of the associated base station exists in the associated base station, it is determined that the associated influence base station is the associated influence base station corresponding to the associated base station.

[0039] It should be noted that when the number of associated base stations corresponding to the number of associated influence base stations is not less than 2, and the number of associated base stations corresponding to the number of associated influence base stations is not less than 3, it is determined that the region is a layout optimization analysis region.

[0040] S2 is based on the association of the associated base stations of the 5G base stations between the layout optimization analysis regions, and determines the optimization processing order of the layout optimization analysis region based on the variable influence base station data; As shown in Figure 4 The method for determining the optimization processing order of the layout optimization analysis region is: Based on the association of the associated base stations of the 5G base stations between the layout optimization analysis regions, the layout optimization analysis region whose associated base stations of the 5G base stations between the other layout optimization analysis regions exist is determined; According to the coincidence of the associated base stations, the layout optimization analysis region is divided into different combinations; With the variable influence base station data and the coincidence of the layout optimization region in the combination, the optimization processing order of the layout optimization analysis region in the combination is determined.

[0041] Specifically, according to the coincidence of the associated base stations, the layout optimization analysis region is divided into different combinations, which specifically includes: The other layout optimization analysis region whose associated base stations of the 5G base stations of the layout optimization analysis region exist is taken as an associated influence region, and the associated influence region and the layout optimization analysis region are divided into the combination of the layout optimization analysis region; The other layout optimization analysis regions which have the overlap with the associated base stations of the 5G base stations of the layout optimization analysis regions are continuously divided into the combination of the layout optimization analysis regions, and the cycle is sequentially repeated until there is no other layout optimization analysis region which has the overlap with the associated base stations of the 5G base stations of the layout optimization distribution regions.

[0042] Specifically, if there are layout optimization analysis regions A / B / C / D, when the layout optimization analysis regions A and B have the overlap with the associated base stations of the 5G base stations, A and B are divided into the same combination, when the layout optimization analysis regions B and C have the overlap with the associated base stations of the 5G base stations, B and C are divided into the same combination, and until the layout optimization analysis regions C and D have no overlap with the associated base stations of the 5G base stations, the combination A / B / C is achieved.

[0043] It can be understood that, based on the number of the influence base stations of the different layout optimization analysis regions in the combination, the layout optimization analysis region with the largest number of the influence base stations is taken as the layout optimization analysis region which is firstly processed, and then the overlap data of the associated base stations of the 5G base stations between the layout optimization analysis region which is firstly processed is used to determine the optimization processing order of the layout optimization analysis regions in the combination.

[0044] Specifically, if the number of the influence base stations of A in the combination is the largest, A is taken as the layout optimization analysis region which is firstly processed in the combination, and then the layout optimization analysis region B is processed, and then the layout optimization analysis region C which has the overlap with the associated base stations of the 5G base stations of B is processed, so that the association relationship between different regions is fully considered, and the technical problem of high cost of layout optimization processing caused by simultaneous transformation is avoided.

[0045] S3 performs the optimization analysis processing of the layout optimization analysis regions based on the optimization processing order, and determines whether the layout optimization analysis processing of the 5G base stations needs to be continuously performed based on the number of the layout optimization analysis regions which are processed, and the association of the variable influence base stations of the layout optimization analysis region which needs to be currently processed.

[0046] Specifically, the layout optimization analysis processing of the 5G base stations includes: The layout density of the 5G base stations in the layout optimization analysis region is determined based on the number of the variable influence base stations in the layout optimization analysis region; The layout optimization analysis processing of the 5G base stations in the layout optimization analysis region is performed based on the layout density.

[0047] It can be understood that the layout density is determined according to the number of changed change affecting base stations in the changed layout optimization analysis area, specifically according to the product of the preset interval distance and the proportion of the number of changed change affecting base stations in the 5G base stations in the layout optimization analysis area. It should be noted that the preset interval distance is 300 to 500 meters, and specifically the product of the preset interval distance, the number of 5G base stations in the layout optimization analysis area and the number of changed change affecting base stations, and the proportion of the deviation of the number of 5G base stations in the layout optimization analysis area in the layout optimization analysis area is the distance constraint condition. The new number of 5G base stations is minimized when the interval distance between the 5G base stations in the layout optimization analysis area is not greater than the distance constraint condition, and the layout optimization analysis processing of the 5G base stations in the layout optimization analysis area is performed.

[0048] It should be noted that the changed change affecting base station is determined after the layout optimization of the previous layout optimization analysis area, and the change period data of the associated base station of the change affecting base station at this time is determined. The change affecting base station that still belongs to the change affecting base station after the change is determined.

[0049] Specifically, it is determined whether the layout optimization analysis processing of the 5G base station needs to be continued, specifically including: The number of unoptimized areas and the number of optimized areas in the combination corresponding to the layout optimization analysis area currently needing layout optimization analysis processing are determined according to the number of layout optimization analysis areas needing optimization analysis processing. The number of optimized areas in the associated base station of each change affecting base station is determined according to the association of the change affecting base station of the layout optimization analysis area currently needing layout optimization analysis processing. Based on the number of unoptimized areas and the number of optimized areas, the number of optimized areas in the associated base station of each change affecting base station, and the running time after the optimized area optimization processing, it is determined whether the layout optimization analysis processing of the 5G base station needs to be continued.

[0050] It can be understood that the optimized area is the layout optimization analysis area that has been subjected to layout optimization analysis processing, and the unoptimized area is the layout optimization analysis area that has not been subjected to layout optimization analysis processing.

[0051] It can be understood that in a possible embodiment, if the change of the layout optimization analysis area currently requiring layout optimization analysis processing affects the associated base stations of the base station, and the number of the optimized areas meets the requirements, in a possible embodiment, if the change of the different change affecting base stations of the associated base stations, in addition to the number of the optimized areas, the number of the associated base stations of the change period is more than 3, without considering other factors, it is determined that the layout optimization analysis processing of the 5G base station needs to be continued, that is, the layout optimization analysis processing of the 5G base station needs to be performed on the layout optimization analysis area currently requiring layout optimization analysis processing. In addition, it can be understood that if the change of the layout optimization analysis area currently requiring layout optimization analysis processing affects the associated base stations of the base station, and the number of the optimized areas does not meet the requirements, at this time, it is necessary to determine the change of the change affecting base station of the layout optimization analysis area currently requiring layout optimization analysis processing, and if the number of the change affecting base station after the change does not meet the requirements, that is, the number of the change affecting base station after the change is less than 2, at this time, it is further necessary to determine the number of the unoptimized areas, and when the number of the unoptimized areas is greater than the number of the optimized areas or the number of the unoptimized areas is more than 2, it is determined that the layout optimization analysis processing of the 5G base station needs to be continued, that is, the layout optimization analysis processing of the 5G base station needs to be performed on the layout optimization analysis area currently requiring layout optimization analysis processing. Further, if the number of the change affecting base station after the change is less than 2, and when the number of the unoptimized areas is not greater than the number of the optimized areas and the number of the unoptimized areas is not more than 2, it is determined that the layout optimization analysis processing of the 5G base station does not need to be continued, that is, the layout optimization analysis processing of the 5G base station does not need to be performed on the layout optimization analysis area currently requiring layout optimization analysis processing. It should be noted that if the number of the change affecting base station after the change meets the requirements, that is, not less than 2, at this time, if the running time after the last optimized area optimization processing is too short, at this time, it is not possible to determine the change of the change period of the associated base stations of the change affecting base station of the layout optimization analysis area currently requiring layout optimization analysis processing, and therefore, on this basis, the layout optimization analysis processing of the 5G base station does not need to be continued, and in a possible embodiment, less than one week, it is determined that the running time after the last optimized area optimization processing is too short. Further, if the running time after the last optimized area optimization processing is not too short, at this time, since the number of the change affecting base stations is large, on this basis, it is determined that the layout optimization analysis processing of the 5G base station needs to be continued, that is, the layout optimization analysis processing of the 5G base station needs to be performed on the layout optimization analysis area currently requiring layout optimization analysis processing.

[0052] Optionally, determining whether to continue the layout optimization analysis processing of the 5G base station, specifically including: with the number of layout optimization analysis regions that need to be processed for layout optimization analysis processing at present, determining the number of unoptimized regions and the number of optimized regions in the combination corresponding to the layout optimization analysis region that needs to be processed for layout optimization analysis processing at present; with the association of the change-affected base station of the layout optimization analysis region that needs to be processed for layout optimization analysis processing at present, determining the number of optimized regions in the associated base station of each change-affected base station, and using the analysis result of the change period of the associated base station to determine the change of the change-affected base station of the layout optimization analysis region that needs to be processed for layout optimization analysis processing at present; based on the number of unoptimized regions and the number of optimized regions, the change of the change-affected base station of the layout optimization analysis region that needs to be processed for layout optimization analysis processing at present, and the running time after the optimized region optimization processing, determining whether to continue the layout optimization analysis processing of the 5G base station.

[0053] It can be understood that when the number of unoptimized regions is greater than the number of optimized regions or the number of unoptimized regions is more than 2, it is determined that the layout optimization analysis processing of the 5G base station needs to be continued at this time, that is, the layout optimization analysis processing of the 5G base station needs to be performed on the layout optimization analysis region that needs to be processed for layout optimization analysis processing at present; In addition, it can be understood that when the number of unoptimized regions is not greater than the number of optimized regions and the number of unoptimized regions is not more than 2, if the total number of change-affected base stations of the unoptimized region does not meet the requirement at this time, that is, greater than the preset number threshold, it is determined that the layout optimization analysis processing of the 5G base station needs to be continued at this time, that is, the layout optimization analysis processing of the 5G base station needs to be performed on the layout optimization analysis region that needs to be processed for layout optimization analysis processing at present; Further, if the total number of change-affected base stations of the unoptimized region meets the requirement, if the number of change-affected base stations of the layout optimization analysis region that needs to be processed for layout optimization analysis processing at present is less than the preset change base station number threshold after the change at this time, the number of change-affected base stations is less at this time, and therefore it is determined that the layout optimization analysis processing of the 5G base station does not need to be continued at this time, that is, the layout optimization analysis processing of the 5G base station does not need to be performed on the layout optimization analysis region that needs to be processed for layout optimization analysis processing at present; In addition, it can be understood that if the number of the changed influence base stations after the change is not less than the preset changed base station number threshold, if the running time after the last optimized area optimization processing is too short, the change of the change period of the associated base station of the change influence base station of the layout optimization analysis area currently requiring the layout optimization analysis and processing cannot be determined, and therefore the layout optimization analysis and processing of the 5G base station does not need to be continued. In a possible embodiment, if the running time is less than one week, it is determined that the running time after the last optimized area optimization processing is too short. Further, if the running time after the last optimized area optimization processing is not too short, since the number of the change influence base stations is large, it is determined that the layout optimization analysis and processing of the 5G base station needs to be continued, that is, the layout optimization analysis and processing of the 5G base station needs to be performed on the layout optimization analysis area currently requiring the layout optimization analysis and processing.

[0054] Embodiment 2 In a second aspect, the present application provides a computer system, comprising a memory and a processor connected in communication, and a computer program stored on the memory and capable of running on the processor, wherein the processor executes the computer program to perform the above-mentioned method for layout optimization analysis of a 5G base station.

[0055] Each of the embodiments in the specification is described in a progressive manner, and the same or similar parts between the embodiments can be referred to each other. In particular, for the device, equipment, and non-volatile computer storage medium embodiments, since they are basically similar to the method embodiments, the description is relatively simple, and the relevant parts can be referred to the part of the method embodiment.

[0056] The above describes specific embodiments of the present application. Other embodiments are within the scope of the appended claims. In some cases, the acts or steps recited in the claims can be performed in a different order than the order in which they are recited and still accomplish desirable results. In addition, the processes depicted in the accompanying figures do not necessarily require the particular order shown, or sequential order, to achieve the desired results. In certain implementations, multitasking and parallel processing can be advantageous.

[0057] The above only describes one or more embodiments of the present application and is not intended to limit the present application. One or more embodiments of the present application can have various modifications and changes for those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the spirit and principles of one or more embodiments of the present application should be included in the scope of the claims of the present application.

Claims

1. A layout optimization analysis method for 5G base stations, characterized in that, Specifically, it includes: Based on the access data of 5G base stations, the associated base stations of the 5G base stations are determined. According to the changes in the access data of the associated base stations, the base stations affected by the changes in the 5G base stations are determined. According to the associated base station data of the base stations affected by the changes in the region, the layout optimization analysis area in the region is determined. Based on the association of 5G base stations between layout optimization analysis areas, the optimization processing order of the layout optimization analysis areas is determined based on the base station data affected by the changes. Based on the optimization processing order, the layout optimization analysis area is optimized and processed. The number of layout optimization analysis areas that have undergone optimization and processing, and the correlation between the changes in the layout optimization analysis areas that currently need to be optimized and processed and the impact on the base station, are used to determine whether it is necessary to continue the layout optimization analysis and processing of 5G base stations.

2. The layout optimization analysis method for 5G base stations as described in claim 1, characterized in that, The access data includes the users accessing the 5G base station and the access data of those users.

3. The layout optimization analysis method for 5G base stations as described in claim 1, characterized in that, The associated base stations of the 5G base station are other 5G base stations that can be used by the access user.

4. The layout optimization analysis method for 5G base stations as described in claim 1, characterized in that, The changes in the access data of the associated base station are determined based on the changes in the number of users accessing the 5G base station in different time periods.

5. The layout optimization analysis method for 5G base stations as described in claim 1, characterized in that, The method for determining the impact of changes in the 5G base station on the base station is as follows: Based on the changes in access data of associated base stations, determine the changes in access users of the associated base stations of the 5G base station in different time periods. The change period of the associated base station is determined by the change situation, and the 5G base station is determined to be affected by the change based on the overlapping data of the associated base stations in different change periods.

6. The layout optimization analysis method for 5G base stations as described in claim 5, characterized in that, The period of change refers to the period in which the number of access users does not meet the requirements within the most recent preset time period.

7. The layout optimization analysis method for 5G base stations as described in claim 1, characterized in that, The area is divided according to a preset number or the number of 5G base stations. In one possible embodiment, the target area is divided into a preset number of areas with equal area, or the target area is divided according to the number of 5G base stations, with each area containing 10 5G base stations.

8. The layout optimization analysis method for 5G base stations as described in claim 1, characterized in that, The method for determining the layout optimization analysis area in the aforementioned region is as follows: Based on the changes affecting base stations in the area, determine the number of base stations affected by the changes in the area; By analyzing the associated base station data of base stations affected by different changes, the overlap of associated base stations affected by different changes is determined. Based on the overlap, changes affecting base stations in the region that have an association relationship are identified. Using 5G base station data that are associated with the base station, and the base station data affected by changes in the associated relationships of base stations in the region, it is determined whether the region is a layout optimization analysis region.

9. The layout optimization analysis method for 5G base stations as described in claim 1, characterized in that, Determine whether further optimization analysis of 5G base station layout is needed, specifically including: Based on the number of layout optimization analysis regions that need to be optimized, determine the number of unoptimized regions and the number of optimized regions in the combination corresponding to the current layout optimization analysis regions that need to be optimized. Based on the correlation between the changes affecting base stations in the current layout optimization analysis area that requires layout optimization analysis, determine the number of associated base stations in the already optimized area among the base stations affected by each change. Based on the number of unoptimized areas and the number of optimized areas, the number of associated base stations of each affected base station belonging to the optimized areas, and the runtime of the optimized areas after optimization, it is determined whether it is necessary to continue the layout optimization analysis of 5G base stations.

10. A computer system, comprising: A memory and processor connected by communication, and a computer program stored in the memory and capable of running on the processor, characterized in that, when the processor runs the computer program, it executes a layout optimization analysis method for a 5G base station as described in any one of claims 1-9.

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