CN109495919A - Neighbor data analysis method and device - Google Patents
Neighbor data analysis method and device Download PDFInfo
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- CN109495919A CN109495919A CN201811512537.0A CN201811512537A CN109495919A CN 109495919 A CN109495919 A CN 109495919A CN 201811512537 A CN201811512537 A CN 201811512537A CN 109495919 A CN109495919 A CN 109495919A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
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Abstract
The embodiment of the present invention provides a kind of neighbor data analysis method and device, the described method includes: according to the source cell of network switching each in target area and purpose cell, source cell-purpose cell pair is generated, the switching times of each source cell-purpose cell pair are counted；According to the switching times of each source cell-purpose cell pair, switching proportion of each adjacent area of each source cell in each source cell is obtained；Wherein, using each source cell-purpose cell centering purpose cell as each source cell-purpose cell centering source cell adjacent area；Switching proportion of each adjacent area of each source cell in each source cell is compared with preset threshold, the miss-configured neighboring cells and/or redundancy adjacent area of each source cell are determined according to comparison result.The embodiment of the present invention can quickly, precisely, comprehensively verify the abnormal allocation problem of adjacent area in network, save manpower and time cost.
Description
Technical field
The embodiment of the present invention belongs to technical field of communication network, more particularly, to a kind of neighbor data analysis method and
Device.
Background technique
Currently, the 4G network user is more and more, often there is 4G user in movement using in data service procedures in user
Occur the problems such as call drop, speech quality decline in call, seriously affects user experience.This problem generally with network switching state
Correlation, and the premise of successful switch is the adjacent area of each cell of reasonable disposition.
Under normal circumstances, when user is moved to another cell from a cell, in the boundary meeting of two cells
Serving cell is switched to the adjacent area to be entered from original main plot by triggering cell switching, mobile phone.If the adjacent area to be entered
Leakage or mispairing, then the possible handover failure of network, causes mobile phone signal worse and worse until going offline.Therefore, the whole network is found in time
The allocation problem of adjacent area is the important content of the network optimization.Since each 4G cell can configure more adjacent area, all neighbours of the whole network
The quantity in area can reach more than ten times even tens times of number of cells, while the number one of the practical switching of cell two-by-two of the whole network whole day
As can reach 1,000,000,000 ranks, therefore be difficult to check the situation of neighbor cell configuration exception comprehensively using conventional method.
The prior art mainly has drive test or complains the manual type and platform analysis mode of triggering.Wherein, drive test or complaint
Triggering mode is according to the anomalous event tested and position is complained to carry out fixed point analysis.If questions and prospect is that handover failure is made
At, then further the neighbor cell configuration of this panel region is verified, and then find adjacent area problem.This mode is limited in that
It is only used for the processing after problem occurs, and verification region is limited, the whole network investigation in advance can not be carried out.Platform Analysis mode
It is the adjacent area performance indicator that this mode uses producer to count in advance based on producer's performance statistics index mode, in conjunction with
Station spacing of the work parameter in is analyzed.But not all producer all supports adjacent area performance indicator, and part of the manufacturer is caused to analyze
It is incomplete.And the data that analysis needs to rely on manual maintenance are carried out by station spacing, it may be caused not in time due to data maintenance
Analysis inaccuracy.
Summary of the invention
To overcome above-mentioned existing neighbor data analysis method that cannot be checked in advance, and analyze asking for result inaccuracy
Inscribe or at least be partially solved the above problem, the embodiment of the present invention provides a kind of neighbor data analysis method and device.
According to a first aspect of the embodiments of the present invention, a kind of neighbor data analysis method is provided, comprising:
According to the source cell of network switching each in target area and purpose cell, source cell-purpose cell pair, system are generated
Count the switching times of each source cell-purpose cell pair；
According to the switching times of each source cell-purpose cell pair, each adjacent area of each source cell is obtained in each institute
State the switching proportion in source cell；Wherein, each source cell-purpose cell centering purpose cell is small as each source
Area-purpose cell centering source cell adjacent area；
Switching proportion of each adjacent area of each source cell in each source cell is compared with preset threshold, root
The miss-configured neighboring cells and/or redundancy adjacent area of each source cell are determined according to comparison result.
Second aspect according to embodiments of the present invention provides a kind of neighbor data analytical equipment, comprising:
Statistical module, for according to network switching each in target area source cell and purpose cell, generate source cell-
Purpose cell pair counts the switching times of each source cell-purpose cell pair；
Computing module obtains each source cell for the switching times according to each source cell-purpose cell pair
Switching proportion of each adjacent area in each source cell；Wherein, each source cell-purpose cell centering purpose cell is made
For each source cell-purpose cell centering source cell adjacent area；
Analysis module, for the switching proportion and default threshold by each adjacent area of each source cell in each source cell
Value is compared, and the miss-configured neighboring cells and/or redundancy adjacent area of each source cell are determined according to comparison result.
In terms of third according to an embodiment of the present invention, a kind of electronic equipment is also provided, comprising:
At least one processor；And
At least one processor being connect with the processor communication, in which:
The memory is stored with the program instruction that can be executed by the processor, and the processor calls described program to refer to
Order is able to carry out neighbor data provided by any possible implementation in the various possible implementations of first aspect
Analysis method.
4th aspect according to an embodiment of the present invention, also provides a kind of non-transient computer readable storage medium, described
Non-transient computer readable storage medium stores computer instruction, and the computer instruction makes the computer execute first aspect
Various possible implementations in neighbor data analysis method provided by any possible implementation.
The embodiment of the present invention provides a kind of neighbor data analysis method and device, and this method passes through the switching time of statistics adjacent area
Number, and then adjacent area switching proportion is counted, miss-configured neighboring cells and/or redundancy adjacent area are determined according to adjacent area switching proportion, it is big based on adjacent area
Data carry out Automatic Optimal analysis to validity, the reasonability of adjacent area to the switch data of practical cell two-by-two, can quick, essence
Quasi-, the comprehensive abnormal allocation problem for verifying adjacent area in network, saves manpower and time cost.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is this hair
Bright some embodiments for those of ordinary skill in the art without creative efforts, can be with root
Other attached drawings are obtained according to these attached drawings.
Fig. 1 is neighbor data analysis method overall flow schematic diagram provided in an embodiment of the present invention；
Fig. 2 is adjacent area switching times statistical flowsheet schematic diagram in neighbor data analysis method provided in an embodiment of the present invention；
Fig. 3 is adjacent area switching proportion schematic diagram of calculation flow in neighbor data analysis method provided in an embodiment of the present invention；
Fig. 4 is neighbor data analytical equipment overall structure diagram provided in an embodiment of the present invention；
Fig. 5 is electronic equipment overall structure diagram provided in an embodiment of the present invention.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention
In attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is
A part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art
Every other embodiment obtained without creative efforts, shall fall within the protection scope of the present invention.
A kind of neighbor data analysis method is provided in one embodiment of the invention, and Fig. 1 provides for the embodiment of the present invention
Neighbor data analysis method overall flow schematic diagram, this method comprises: S101, according to network switching each in target area
Source cell and purpose cell generate source cell-purpose cell pair, count the switching times of each source cell-purpose cell pair；
Wherein, target area is the region for needing to carry out neighbor data analysis.When user is moved to B cell from A cell,
Network switching can be triggered in the boundary of two cells, serving cell is switched to the B to be entered from A cell by mobile phone.It is then that A is small
Area is as source cell, and by B cell, cell, B cell are the adjacent area of A cell as a purpose.It is small according to the source in the secondary network switching
Area A and purpose cell B generates A-B pairs.Statistics is switched to the switching times of B cell, i.e. A-B pairs of switching times from A cell.
S102, according to the switching times of each source cell-purpose cell pair, each adjacent area for obtaining each source cell exists
Switching proportion in each source cell；Wherein, using each source cell-purpose cell centering purpose cell as each described
Source cell-purpose cell centering source cell adjacent area；
According to each source cell-purpose cell pair switching times of statistics, all adjacent areas of same source cell are calculated respectively
Switching proportion.Each source cell-purpose cell pair switching times are more, then the network of all adjacent areas is switched to from the source cell
The switching proportion for being switched to purpose cell from the source cell-purpose cell centering source cell in switching is higher.
S103 compares switching proportion of each adjacent area of each source cell in each source cell with preset threshold
Compared with determining the miss-configured neighboring cells and/or redundancy adjacent area of each source cell according to comparison result.
Specifically, when determining the miss-configured neighboring cells and redundancy adjacent area of each source cell simultaneously, there are two preset thresholds.Work as adjacent area
Switching proportion be greater than corresponding preset threshold when, and in the supplemental characteristic of adjacent area be source cell adjacent area when, then explanation should
Adjacent area should be the adjacent area of source cell, be miss-configured neighboring cells.When the switching proportion of adjacent area is less than corresponding preset threshold and is unidirectional adjacent
Qu Shi then illustrates that the adjacent area should not be the adjacent area of source cell, is redundancy adjacent area.It can be arranged according to different scenes different pre-
If threshold value, by modifying preset threshold, it is greatly improved assessment flexibility, is suitable for all kinds of scenes.
The present embodiment counts adjacent area switching proportion by statistics adjacent area switching times, true according to adjacent area switching proportion
Determine miss-configured neighboring cells and/or redundancy adjacent area, based on adjacent area big data to the switch data of practical cell two-by-two to the validity of adjacent area,
Reasonability carries out Automatic Optimal analysis, can quickly, precisely, comprehensively verify the abnormal allocation problem of adjacent area in network, save
Manpower and time cost.
On the basis of the above embodiments, the switching times of each source cell-purpose cell pair are counted in the present embodiment
The step of specifically include: obtain and parse the MRE data in the MR data of target area；According to the MRE data to each source
Cell-purpose cell pair switching times count.
Specifically, as shown in Fig. 2, (Operation and Maintenance Center, operation are tieed up from the OMC of equipment
Shield center) on acquire target area in user 4G MR (Measurement Report, measurement report) data, screening wherein
MRE (Measurement Result Event, measurement result event) data, according to its XML file format explanation will wherein
ObjectId, MR.LteNcPci and MR.LteNcEarfcn extraction process, parse and store, such as with csv file format guarantor
It deposits.MRE data after parsing are put into Hadoop cluster to count.By objectId, MR.LteNcPci and
MR.LteNcEarfcn is that empty record filtering falls.According to objectId, MR.LteNcPci and MR.LteNcEarfcn field pair
Source cell-purpose cell of all-network switching is grouped statistics to as key, counts record strip number, it is small to obtain each source
Area-purpose cell pair switching times.For any bar MRE data, if the key of assembling exists, by the switching times of the key
Add 1；If the key of assembling is not present, which is stored in the form of Map, and the switching times of the key are assigned a value of 1.
Statistical result is stored according to the form of " objectId, MR.LteNcPci, switching times ".
The present embodiment data are no longer based on the performance indicator that producer counts in advance, but rely on the MRE data in MR, the number
According to being the signaling record triggered when there is handover event, by the statistical analysis to this kind of data, available real cell
Switching proportion accurately and targetedly identifies in magnanimity neighbor data doubtful different to judge all kinds of problems of adjacent area
The human cost of a large amount of manual identifieds is saved in normal adjacent area；
On the basis of the above embodiments, in the present embodiment according to the switching times of each source cell-purpose cell pair,
The step of obtaining switching proportion of each adjacent area of each source cell in each source cell specifically includes: statistics has same
The network switching total degree of all source cell-purpose cells pair of source cell；Each source cell-purpose cell is to cutting
Number is changed divided by each source cell-corresponding network switching total degree in purpose cell centering source cell, obtains each source cell
Switching proportion of each adjacent area in each source cell.
Specifically, according to adjacent area switching times statistical result, the respective switching ratio in all adjacent areas of same source cell is calculated
Example.For example, A is source cell, there are A-B, A-C and A-D tri- to handoff relation, and the switching times of A-B are 10 within certain period
Secondary, A-C is 20 times, and A-D is 70 times, then:
Switching proportion=10/ (10+20+70)=10% of A-B；
Switching proportion=20/ (10+20+70)=20% of A-C；
Switching proportion=70/ (10+20+70)=70% of A-D.
Statistical result is stored according to the form of " objectId, MR.LteNcPci, switching proportion ".Such as Fig. 3 institute
Show, based on the above statistical result Map, is traversed as unit of objectId, for a plurality of of the same objectId
MR.LteNcPci, MR.LteNcEarfcn record, first determine whether that objectId whether there is.If it exists, then it obtains and counts these
The sum of switching times of record, total switching times as the objectId；If it does not exist, then by the corresponding switching of objectId
Number is added in result Map.The switching times Zhan for counting each MR.LteNcPci, MR.LteNcEarfcn respectively later is total
The ratio of switching times, as the switching proportion of the adjacent area, all switching proportions of same objectId add up to 1.
On the basis of the above embodiments, in the present embodiment by each adjacent area of each source cell in each source cell
Switching proportion the step of being compared with preset threshold, the miss-configured neighboring cells of each source cell are determined according to comparison result it is specific
Include: the switching proportion according to each adjacent area of each source cell in each source cell, switches ratio from each source cell
Select switching proportion to be greater than the adjacent area of preset threshold as each source cell wait divide in the adjacent area of the maximum predetermined number of example
Analyse adjacent area；The adjacent area to be analyzed of each source cell and the parameter neighboring cell list of the target area are compared, if described
The adjacent area to be analyzed of each source cell is not the adjacent area of each source cell in parameter neighboring cell list, then knows that each source is small
The adjacent area to be analyzed in area is miss-configured neighboring cells.
Specifically, based on each adjacent area ratiometric result counted, its all adjacent area is traversed using each cell as source cell
Adjacent area ratio, according to sorting from large to small.The adjacent area for therefrom selecting the maximum predetermined number of adjacent area ratio, from the adjacent area of selection
The middle adjacent area for continuing that adjacent area ratio is selected to be greater than preset threshold is as adjacent area to be analyzed.Preset threshold is miss-configured neighboring cells ratio thresholding
L.Be analysed to adjacent area in parameter neighboring cell list source cell id and adjacent area pci compare.If in parameter neighboring cell list
The adjacent area of the source cell adjacent area Bu Weige to be analyzed of each source cell then knows that the leakage that the adjacent area to be analyzed is the source cell is adjacent
Area.
Specifically traversed as unit of objectId, to a plurality of MR.LteNcPci of the same objectId,
MR.LteNcEarfcn record, sorts from large to small first, in accordance with switching proportion, N item record before taking.Later from this N item record
Filter out switching proportion > leakage thresholding L record.Finally by adjacent area MR.LteNcPci, MR.LteNcEarfcn for filtering out with
The adjacent area comparison of the objectId in parameter neighboring cell list, if the adjacent area filtered out in parameter adjacent area is not the objectId
Adjacent area, then be determined as adjacent area leakage.
Combination user of embodiment of the present invention MR, adjacent area parameter and work parameter evidence are verified comprehensively by various dimensions association,
It was found that the whole network neighbor cell configuration problem, problem analysis is more comprehensively accurate.
On the basis of the above embodiments, in the present embodiment by each adjacent area of each source cell in each source cell
Switching proportion the step of being compared with preset threshold, the redundancy adjacent area of each source cell is determined according to comparison result it is specific
It include: the switching proportion according to each adjacent area of each source cell in each source cell, from all of each source cell
Switching proportion is selected to be less than to be analyzed adjacent area of the adjacent area of preset threshold as each source cell in adjacent area；If each source is small
The adjacent area to be analyzed in area is unidirectional adjacent area, and has been defined in the adjacent area supplemental characteristic of the target area, then knows each described
The adjacent area to be analyzed of source cell is redundancy adjacent area.
Specifically, based on the adjacent area ratiometric result counted, its all adjacent area is traversed using each cell as source cell
Adjacent area ratio.By preset threshold, i.e., ratio thresholding R in redundancy adjacent area predetermined is screened, by the adjacent area adjacent area ratio < R
It screens, as adjacent area to be analyzed.And then judging whether the adjacent area to be analyzed is unidirectional adjacent area, i.e., the adjacent area to be analyzed is not
Source cell.If the adjacent area to be analyzed is unidirectional adjacent area, and has been defined in the parameter of adjacent area, then determine that the adjacent area to be analyzed is
Redundancy adjacent area.
Each item record is specifically traversed as unit of objectId, to a plurality of MR.LteNcPci of the same objectId,
MR.LteNcEarfcn record judges switching proportion < redundancy thresholding R of which record, to the adjacent area and adjacent area for meeting this condition
Parameter is associated, and judges whether the adjacent area is unidirectional adjacent area, and adjacent area redundancy is determined as if belonging to unidirectional adjacent area.
On the basis of the various embodiments described above, in the present embodiment further include: by source in the adjacent area supplemental characteristic of target area
The work parameter of cell number and adjacent area number and the target area according to being associated, obtain the longitude and latitude of each source cell with
The longitude and latitude of the adjacent area of antenna transmission power and each source cell；According to the longitude and latitude of each source cell and each described
The longitude and latitude of the adjacent area of source cell calculates the distance between the adjacent area of each source cell and each source cell, according to each institute
The antenna transmission power for stating source cell calculates the antenna largest coverage distance of each source cell；If each source cell and each institute
The antenna largest coverage distance that the distance between adjacent area of source cell is greater than each source cell is stated, then knows each source cell
Adjacent area be mispairing adjacent area.The present embodiment eliminates the reliance on station spacing, but source cell antenna transmission power analysis cell is relied on to cover
Lid range, antenna in cell transmission power be from acquired in parameter and update to work ginseng in, source is more accurate.
Specifically, the adjacent area 4G supplemental characteristic is acquired from OMC, distinct device producer format is different.It need to respectively refer to respectively set
Standby producer's format is parsed, by source cell id therein, purpose cell i d, adjacent area pci (Physical Cell
Identifier, Physical Cell Identifier) and purpose subdistrict frequency point parse and store.Work parameter, will according to generally being safeguarded by operator
Wherein cell i d, cell pci, subdistrict frequency point, cell longitude, cell latitude, antenna transmission power are parsed and are stored.Based on adjacent area
Source cell id and adjacent area id in supplemental characteristic join data correlation with work, obtain the longitude and latitude of source cell, antenna transmission power and
The longitude and latitude of adjacent area.According to two cell calculation of longitude & latitude, two cell distance D.Emit function according to the antenna of work parameter source cell in
Rate is estimated that the antenna largest coverage distance of source cell, and when D is more than antenna largest coverage distance, which should not match
It is set to the adjacent area of the source cell, is determined as neighborhood mismatching.
On the basis of the various embodiments described above, determine that the leakage of each source cell is adjacent according to comparison result in the present embodiment
After the step of area and/or redundancy adjacent area further include: according to the miss-configured neighboring cells and/or redundancy adjacent area of each source cell, generate
Analysis report.
Specifically, the miss-configured neighboring cells and/or redundancy adjacent area of each source cell obtained according to analysis automatically generate analysis report,
Analysis report is shown in the form of web pages.Neighborhood Optimization is provided as a result, showing that there are neighborhood mismatching, leakage and redundancies etc.
The neighbor data of problem facilitates user to carry out Problem Confirmation, more convenient intuitive, improves working efficiency.For problematic adjacent area
Optimization personnel can be prompted to by diversified forms such as work order, short message, mails, be analyzed and processed.It needed in the past experienced excellent
Change engineer and the achievable work in detailed analysis side is carried out to data such as parameter, performances, using the present embodiment and sets verification
After period, the problem of automatically analyzing out adjacent area the results list only need to be checked daily, it is easy to operate, without technical requirements.
A kind of neighbor data analytical equipment is provided in another embodiment of the present invention, and the device is for realizing aforementioned each
Method in embodiment.Therefore, the description and definition in each embodiment of aforementioned neighbor data analysis method can be used for this
The understanding of each execution module in inventive embodiments.Fig. 4 is that neighbor data analytical equipment provided in an embodiment of the present invention is integrally tied
Structure schematic diagram, the device include statistical module 401, computing module 402 and analysis module 403；Wherein:
Statistical module 401 is used for source cell and purpose cell according to network switching each in target area, and it is small to generate source
Area-purpose cell pair counts the switching times of each source cell-purpose cell pair；
Wherein, target area is the region for needing to carry out neighbor data analysis.When user is moved to B cell from A cell,
Network switching can be triggered in the boundary of two cells, serving cell is switched to the B to be entered from A cell by mobile phone.It is then that A is small
Area is as source cell, and by B cell, cell, B cell are the adjacent area of A cell as a purpose.Statistical module 401 is cut according to the secondary network
Source cell A in changing and purpose cell B generates A-B pairs, statistics is switched to the switching times of B cell from A cell, i.e., and A-B pairs
Switching times.
Computing module 402 is used for the switching times according to each source cell-purpose cell pair, obtains each source cell
Switching proportion of each adjacent area in each source cell；Wherein, by each source cell-purpose cell centering purpose cell
As each source cell-purpose cell centering source cell adjacent area；
Computing module 402 calculates the institute of same source cell according to each source cell-purpose cell pair switching times of statistics
There is the respective switching proportion in adjacent area.Each source cell-purpose cell pair switching times are more, then are switched to from the source cell all
The switching proportion for being switched to purpose cell from the source cell-purpose cell centering source cell in the network switching of adjacent area is higher.
Analysis module 403 is used for the switching proportion by each adjacent area of each source cell in each source cell and presets
Threshold value is compared, and the miss-configured neighboring cells and/or redundancy adjacent area of each source cell are determined according to comparison result.
When determining the miss-configured neighboring cells and redundancy adjacent area of each source cell simultaneously, there are two preset thresholds.When the switching of adjacent area
Ratio be greater than corresponding preset threshold when, and in the supplemental characteristic of adjacent area be source cell adjacent area when, then illustrate that the adjacent area is answered
This is the adjacent area of source cell, is miss-configured neighboring cells.When the switching proportion of adjacent area is less than corresponding preset threshold and is unidirectional adjacent area, then
Illustrate that the adjacent area should not be the adjacent area of source cell, is redundancy adjacent area.Different preset thresholds can be set according to different scenes,
By modifying preset threshold, assessment flexibility is improved, all kinds of scenes are suitable for.
The present embodiment counts adjacent area switching proportion by statistics adjacent area switching times, true according to adjacent area switching proportion
Determine miss-configured neighboring cells and/or redundancy adjacent area, based on adjacent area big data to the switch data of practical cell two-by-two to the validity of adjacent area,
Reasonability carries out Automatic Optimal analysis, can quickly, precisely, comprehensively verify the abnormal allocation problem of adjacent area in network, save
Manpower and time cost.
On the basis of the above embodiments, statistical module is specifically used in the present embodiment: obtaining and parses target area MR
MRE data in data；It is counted according to switching times of the MRE data to each source cell-purpose cell pair.
On the basis of the above embodiments, computing module is specifically used in the present embodiment: counting has same source cell
The network switching total degree of all source cell-purpose cells pair；The switching times of each source cell-purpose cell pair remove
With each source cell-corresponding network switching total degree in purpose cell centering source cell, each adjacent area for obtaining each source cell exists
Switching proportion in each source cell.
On the basis of the above embodiments, analysis module is specifically used in the present embodiment: according to each of each source cell
Switching proportion of the adjacent area in each source cell is selected from the adjacent area of each maximum predetermined number of source cell switching proportion
Select to be analyzed adjacent area of adjacent area of the switching proportion greater than preset threshold as each source cell；By each source cell wait divide
The parameter neighboring cell list of analysis adjacent area and the target area compares, if each source cell in the parameter neighboring cell list
Adjacent area to be analyzed is not the adjacent area of each source cell, then knows that the adjacent area to be analyzed of each source cell is miss-configured neighboring cells.
On the basis of the above embodiments, analysis module is specifically used in the present embodiment: according to each of each source cell
Switching proportion of the adjacent area in each source cell selects switching proportion to be less than and presets from all adjacent areas of each source cell
To be analyzed adjacent area of the adjacent area of threshold value as each source cell；If the adjacent area to be analyzed of each source cell is unidirectional adjacent area,
And defined in the adjacent area supplemental characteristic of the target area, then know that the adjacent area to be analyzed of each source cell is that redundancy is adjacent
Area.
It further include complementary module in the present embodiment on the basis of the various embodiments described above, for by the adjacent area of target area
Source cell number and adjacent area number and the work parameter evidence of the target area are associated in supplemental characteristic, and it is small to obtain each source
The longitude and latitude of the adjacent area of the longitude and latitude and antenna transmission power and each source cell in area；According to the warp of each source cell
The longitude and latitude of the adjacent area of latitude and each source cell, calculate between each source cell and the adjacent area of each source cell away from
From calculating the antenna largest coverage distance of each source cell according to the antenna transmission power of each source cell；If each described
The distance between adjacent area of source cell and each source cell is greater than the antenna largest coverage distance of each source cell, then knows
The adjacent area of each source cell is mispairing adjacent area.
It on the basis of the above embodiments, further include generation module in the present embodiment, for according to each source cell
Miss-configured neighboring cells and/or redundancy adjacent area generate analysis report.
The present embodiment provides a kind of electronic equipment, Fig. 5 is electronic equipment overall structure provided in an embodiment of the present invention signal
Figure, which includes: at least one processor 501, at least one processor 502 and bus 503；Wherein,
Processor 501 and memory 502 pass through bus 503 and complete mutual communication；
Memory 502 is stored with the program instruction that can be executed by processor 501, and the instruction of processor caller is able to carry out
Method provided by above-mentioned each method embodiment, for example, according to the source cell of network switching each in target area and mesh
Cell, generate source cell-purpose cell pair, count the switching times of each source cell-purpose cell pair；According to each described
Source cell-purpose cell pair switching times obtain switching ratio of each adjacent area of each source cell in each source cell
Example；Wherein, using each source cell-purpose cell centering purpose cell as each source cell-purpose cell centering source
The adjacent area of cell；Switching proportion of each adjacent area of each source cell in each source cell is compared with preset threshold
Compared with determining the miss-configured neighboring cells and/or redundancy adjacent area of each source cell according to comparison result.
The present embodiment provides a kind of non-transient computer readable storage medium, non-transient computer readable storage medium storages
Computer instruction, computer instruction make computer execute method provided by above-mentioned each method embodiment, for example, according to mesh
The source cell of each network switching and purpose cell in region are marked, source cell-purpose cell pair is generated, it is small to count each source
Area-purpose cell pair switching times；According to the switching times of each source cell-purpose cell pair, it is small to obtain each source
Switching proportion of each adjacent area in area in each source cell；Wherein, each source cell-purpose cell centering purpose is small
Area is as each source cell-purpose cell centering source cell adjacent area；By each adjacent area of each source cell in each source
Switching proportion in cell is compared with preset threshold, according to comparison result determine each source cell miss-configured neighboring cells and/
Or redundancy adjacent area.
Those of ordinary skill in the art will appreciate that: realize that all or part of the steps of above method embodiment can pass through
The relevant hardware of program instruction is completed, and program above-mentioned can be stored in a computer readable storage medium, the program
When being executed, step including the steps of the foregoing method embodiments is executed；And storage medium above-mentioned includes: ROM, RAM, magnetic disk or light
The various media that can store program code such as disk.
The apparatus embodiments described above are merely exemplary, wherein described, unit can as illustrated by the separation member
It is physically separated with being or may not be, component shown as a unit may or may not be physics list
Member, it can it is in one place, or may be distributed over multiple network units.It can be selected according to the actual needs
In some or all of the modules achieve the purpose of the solution of this embodiment.Those of ordinary skill in the art are not paying creativeness
Labour in the case where, it can understand and implement.
Through the above description of the embodiments, those skilled in the art can be understood that each embodiment can
It realizes by means of software and necessary general hardware platform, naturally it is also possible to pass through hardware.Based on this understanding, on
Stating technical solution, substantially the part that contributes to existing technology can be embodied in the form of software products in other words, should
Computer software product may be stored in a computer readable storage medium, such as ROM/RAM, magnetic disk, CD, including several fingers
It enables and using so that a computer equipment (can be personal computer, server or the network equipment etc.) executes each implementation
Method described in certain parts of example or embodiment.
Finally, it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations；Although
Present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that: it still may be used
To modify the technical solutions described in the foregoing embodiments or equivalent replacement of some of the technical features；
And these are modified or replaceed, technical solution of various embodiments of the present invention that it does not separate the essence of the corresponding technical solution spirit and
Range.
Claims (10)
1. a kind of neighbor data analysis method characterized by comprising
According to the source cell of network switching each in target area and purpose cell, source cell-purpose cell pair is generated, statistics is each
The source cell-purpose cell pair switching times；
According to the switching times of each source cell-purpose cell pair, each adjacent area of each source cell is obtained in each source
Switching proportion in cell；Wherein, using each source cell-purpose cell centering purpose cell as each source cell-
The adjacent area of purpose cell centering source cell；
Switching proportion of each adjacent area of each source cell in each source cell is compared with preset threshold, according to than
Relatively result determines the miss-configured neighboring cells and/or redundancy adjacent area of each source cell.
2. the method according to claim 1, wherein the switching time of each source cell-purpose cell pair of statistics
Several steps specifically include:
It obtains and parses the MRE data in the MR data of target area；
It is counted according to switching times of the MRE data to each source cell-purpose cell pair.
3. the method according to claim 1, wherein according to the switching of each source cell-purpose cell pair time
The step of counting, obtaining switching proportion of each adjacent area of each source cell in each source cell specifically includes:
Count the network switching total degree with all source cell-purpose cells pair of same source cell；
The switching times of each source cell-purpose cell pair are corresponding divided by each source cell-purpose cell centering source cell
Network switching total degree, obtain switching proportion of each adjacent area of each source cell in each source cell.
4. the method according to claim 1, wherein by each adjacent area of each source cell in each source cell
In switching proportion the step of being compared with preset threshold, the miss-configured neighboring cells of each source cell are determined according to comparison result tool
Body includes:
According to switching proportion of each adjacent area of each source cell in each source cell, from each source cell switching proportion
Switching proportion is selected to be greater than the adjacent area of preset threshold as the to be analyzed of each source cell in the adjacent area of maximum predetermined number
Adjacent area；
The adjacent area to be analyzed of each source cell and the parameter neighboring cell list of the target area are compared, if the parameter
The adjacent area to be analyzed of each source cell is not the adjacent area of each source cell in neighboring cell list, then knows each source cell
Adjacent area to be analyzed is miss-configured neighboring cells.
5. the method according to claim 1, wherein by each adjacent area of each source cell in each source cell
In switching proportion the step of being compared with preset threshold, the redundancy adjacent area of each source cell is determined according to comparison result tool
Body includes:
All neighbours according to switching proportion of each adjacent area of each source cell in each source cell, from each source cell
Switching proportion is selected to be less than to be analyzed adjacent area of the adjacent area of preset threshold as each source cell in area；
If the adjacent area to be analyzed of each source cell is unidirectional adjacent area, and fixed in the adjacent area supplemental characteristic of the target area
Justice then knows that the adjacent area to be analyzed of each source cell is redundancy adjacent area.
6. -5 any method according to claim 1, which is characterized in that further include:
By the work parameter evidence of source cell number in the adjacent area supplemental characteristic of target area and adjacent area number and the target area into
Row association, the longitude and latitude of the adjacent area of the longitude and latitude and antenna transmission power and each source cell of each source cell of acquisition；
According to the longitude and latitude of the longitude and latitude of each source cell and the adjacent area of each source cell, each source cell and each is calculated
The distance between the adjacent area of the source cell calculates the day of each source cell according to the antenna transmission power of each source cell
Line largest coverage distance；
If the antenna maximum that the distance between each source cell and the adjacent area of each source cell are greater than each source cell is covered
Lid distance then knows that the adjacent area of each source cell is mispairing adjacent area.
7. -5 any method according to claim 1, which is characterized in that determine each source cell according to comparison result
After the step of miss-configured neighboring cells and/or redundancy adjacent area further include:
According to the miss-configured neighboring cells and/or redundancy adjacent area of each source cell, analysis report is generated.
8. a kind of neighbor data analytical equipment characterized by comprising
Statistical module, for according to network switching each in target area source cell and purpose cell, generate source cell-purpose
Cell pair counts the switching times of each source cell-purpose cell pair；
Computing module obtains each neighbour of each source cell for the switching times according to each source cell-purpose cell pair
Switching proportion of the area in each source cell；Wherein, using each source cell-purpose cell centering purpose cell as each
The source cell-purpose cell centering source cell adjacent area；
Analysis module, for by switching proportion of each adjacent area of each source cell in each source cell and preset threshold into
Row compares, and the miss-configured neighboring cells and/or redundancy adjacent area of each source cell are determined according to comparison result.
9. a kind of electronic equipment characterized by comprising
At least one processor, at least one processor and bus；Wherein,
The processor and memory complete mutual communication by the bus；
The memory is stored with the program instruction that can be executed by the processor, and the processor calls described program to instruct energy
Enough methods executed as described in claim 1 to 7 is any.
10. a kind of non-transient computer readable storage medium, which is characterized in that the non-transient computer readable storage medium is deposited
Computer instruction is stored up, the computer instruction makes the computer execute the method as described in claim 1 to 7 is any.
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| WO2014011091A1 (en) * | 2012-07-10 | 2014-01-16 | Telefonaktiebolaget Lm Ericsson (Publ) | Methods, user equipment and base station for supporting update of neighbour cell relations in a cellular communications network |
| CN104640136A (en) * | 2015-01-13 | 2015-05-20 | 中国联合网络通信集团有限公司 | Neighbor cell configuration verification method and neighbor cell configuration verification device |
| CN107071808A (en) * | 2017-01-12 | 2017-08-18 | 北京天元创新科技有限公司 | A kind of adjacent area check method and device |
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2014011091A1 (en) * | 2012-07-10 | 2014-01-16 | Telefonaktiebolaget Lm Ericsson (Publ) | Methods, user equipment and base station for supporting update of neighbour cell relations in a cellular communications network |
| CN104640136A (en) * | 2015-01-13 | 2015-05-20 | 中国联合网络通信集团有限公司 | Neighbor cell configuration verification method and neighbor cell configuration verification device |
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