CN109963288A - The appraisal procedure and device of base station - Google Patents
The appraisal procedure and device of base station Download PDFInfo
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- CN109963288A CN109963288A CN201910185913.8A CN201910185913A CN109963288A CN 109963288 A CN109963288 A CN 109963288A CN 201910185913 A CN201910185913 A CN 201910185913A CN 109963288 A CN109963288 A CN 109963288A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W16/00—Network planning, e.g. coverage or traffic planning tools; Network deployment, e.g. resource partitioning or cells structures
- H04W16/18—Network planning tools
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/08—Testing, supervising or monitoring using real traffic
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W76/00—Connection management
- H04W76/20—Manipulation of established connections
- H04W76/27—Transitions between radio resource control [RRC] states
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/10—Scheduling measurement reports ; Arrangements for measurement reports
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W88/00—Devices specially adapted for wireless communication networks, e.g. terminals, base stations or access point devices
- H04W88/08—Access point devices
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Abstract
This application discloses a kind of appraisal procedure of base station and devices, are related to field of communication technology, and the stability for running to base station carries out globality assessment.It include: the parameter for acquiring the base station；Wherein, the parameter includes: Key Performance Indicator KPI, measurement report MR, user speech information and data traffic information；The access performance of the base station is determined according to the KPI and the retention property of the base station is determined according to the KPI；The area covered attribute of the base station is determined according to the MR；The property of value of the base station is determined according to the user speech information and the data traffic information；The operation stability of the base station is assessed according to the access performance, the retention property, the area covered attribute, the property of value.The embodiment of the present application is applied to the assessment to the operation stability of base station.
Description
Technical field
The present invention relates to field of communication technology more particularly to the appraisal procedures and device of a kind of base station.
Background technique
Base station operation stability reflects the actual motion state of network, and the base station of stable operation is able to ascend network effect
Rate, network performance, and good user's perception is provided.Currently, mainly utilizing user's measurement report (measurement in existing net
Report, MR) operation stability analysis is carried out to base station: utilize the time advance for the signal that user in MR receives from access base station
Amount to analyze the area covered of cell, and then analyzes base station operation stability.
It is stable using MR analysis base station since area covered is a kind of low manifestation mode of network operation stability
Property method, be merely able to analysis cell area covered situation, can not positioning to other operation stability problems, therefore nothing
Method assessing to base station operation stability on the whole.
Summary of the invention
Embodiments herein provides the appraisal procedure and device of a kind of base station, and the stability for running to base station carries out
Globality assessment.
In order to achieve the above objectives, embodiments herein adopts the following technical scheme that
In a first aspect, a kind of appraisal procedure of base station is provided, this method comprises: acquiring the parameter of the base station；Wherein,
The parameter includes: Key Performance Indicator (key performance indicators, KPI), MR, user speech information and number
According to flow information；The access performance of the base station is determined according to the KPI and the retentivity of the base station is determined according to the KPI
Energy；The area covered attribute of the base station is determined according to the MR；Believed according to the user speech information and the data traffic
Breath determines the property of value of the base station；According to the access performance, retention property, the area covered attribute, described
The property of value assesses the operation stability of the base station.
Second aspect, provides a kind of assessment device of base station, which includes that acquisition unit, determination unit and assessment are single
Member；The acquisition unit, for acquiring the parameter of the base station；Wherein, the parameter includes: KPI, MR, user speech information
And data traffic information；The determination unit, for determining the access performance of the base station according to the KPI and according to described
KPI determines the retention property of the base station；The determination unit is also used to determine the area covered of the base station according to the MR
Attribute；The determination unit is also used to determine the base station according to the user speech information and the data traffic information
The property of value；The assessment unit, for according to the access performance, retention property, the area covered attribute, described
The property of value assesses the operation stability of the base station.
The third aspect, provides a kind of assessment device of base station, which includes: processor, memory and communication interface；
Wherein, communication interface is for the assessment device and other equipment of the base station or network communication；The memory is for storing one
A or multiple programs, which includes computer executed instructions, when the operation of the assessment device of the base station, place
Reason device executes the computer executed instructions of memory storage, so that the assessment device of the base station executes described in first aspect
Base station appraisal procedure.
Fourth aspect, a kind of computer readable storage medium storing one or more programs, wherein one or more
A program includes instruction, and described instruction makes the computer execute commenting for base station described in first aspect when executed by a computer
Estimate method.
The appraisal procedure and device for a kind of base station that embodiments herein provides, determine base according to the multi-Dimensional parameters of base station
The access performance stood, retention property, more area's attribute and the property of value, the stability that base station is run by multiple performances of base station
Carry out globality assessment.
Detailed description of the invention
Fig. 1 is a kind of appraisal procedure flow diagram one for base station that embodiments herein provides；
Fig. 2 is a kind of appraisal procedure flow diagram two for base station that embodiments herein provides；
Fig. 3 is a kind of assessment apparatus structure schematic diagram one for base station that embodiments herein provides；
Fig. 4 is a kind of assessment apparatus structure schematic diagram two for base station that embodiments herein provides.
Specific embodiment
Below in conjunction with the attached drawing in the embodiment of the present application, technical solutions in the embodiments of the present application is described.
In the description of the present application, unless otherwise indicated, "at least one" refers to one or more, and " multiple " refer to two
Or it is more than two.The printed words such as " first ", " second " are not defined quantity and execution order, and " first ", " second "
Equal printed words do not limit certain different yet.
It should be noted that in the embodiment of the present application with long term evolution (long term evolution, LTE) network for
It is described, but not limited to this, it can also be the base station of the 5th generation (5th generation, 5G) communication technology, the following evolution
The communication base station etc. of the base station of the communication technology or a variety of communication fusions.
As shown in Figure 1, the embodiment of the present invention provides a kind of appraisal procedure of base station, including S101-S105:
S101, the parameter for acquiring base station.
Wherein, which may include: KPI, MR, user speech information and data traffic information.
Specifically, above-mentioned parameter can be directly obtained by engineering maintenance personnel by the network management system of base station equipment.
S102, the access performance that base station is determined according to KPI, and determine according to KPI the retention property of base station.
Wherein, access performance is used to indicate that user in base station is successfully accessed rate, retentivity using voice or data service
It can be used to indicate that user uses voice or the conservation rate of data service in base station.KPI may include: audio access application time
Number, audio access number of success, the audio access frequency of failure, voice establish number, voice number of dropped calls, data service access Shen
Please number, data service be successfully accessed that number, data service access failure number, data connection establish number, data go offline time
Number.
Optionally, referring to fig. 2, S102 is specifically included:
S1021, audio access number of success, the language for filtering out base station in preset time from the KPI of base station according to the date
Sound access request times, data service are successfully accessed number, data service access request times.
Illustratively, preset time can be nearest 1 day.
S1022, the audio access that base station is determined according to the ratio of audio access number of success and audio access request times
Success rate, and the data industry that the ratio that number accesses request times with data service determines base station is successfully accessed according to data service
Business is successfully accessed rate.
S1023, rate is successfully accessed according to the audio access success rate of each base station, data service, can determines the base station
Access performance.
When audio access success rate is less than first threshold and data service is successfully accessed rate less than second threshold, determination is connect
It is poor for entering performance；Rate is successfully accessed more than or equal to second threshold when audio access success rate is less than first threshold and data service,
Or, audio access success rate more than or equal to first threshold and when data service is successfully accessed rate less than second threshold, determines access
Performance is good；When audio access success rate is more than or equal to first threshold and data service is successfully accessed rate more than or equal to the second threshold
When value, determine that access performance is outstanding.
Specifically, table 1 is base station access performance rating sheet referring to shown in table 1.
1 base station access performance rating sheet of table
It should be noted that first threshold, second threshold by engineering maintenance personnel sets itself and can adjust；It is exemplary
, first threshold can be 99%, and second threshold can be 98.5%.
Optionally, referring to fig. 2, S102 specifically can also include:
S1024, the voice number of dropped calls that base station in preset time is filtered out from the KPI of base station according to the date, voice are built
Number is established in vertical number, data service number of dropped calls, data service connection.
Illustratively, preset time can be nearest 1 day.
S1025, the voice cutting off rate that base station is determined according to the ratio that voice number of dropped calls and voice establish number, and according to
Data service number of dropped calls is connect with data service to be established the ratio of number and determines the data service drop rate of base station.
S1026, the voice cutting off rate according to each base station, data service drop rate, can determine the retentivity of the base station
Energy.
When voice cutting off rate is greater than third threshold value and data service drop rate is greater than four threshold values, determine that retention property is
Difference；When voice cutting off rate is less than or equal to third threshold value and data service drop rate is greater than the 4th threshold value, or, voice cutting off rate is greater than
When third threshold value and data service drop rate are less than or equal to four threshold values, determine that retention property is good；When voice cutting off rate is small
When being equal to third threshold value and data service drop rate is less than or equal to four threshold values, determine that retention property is outstanding.
Specifically, being referred to shown in table 2, table 2 is base station retention property rating sheet.
2 base station retention property rating sheet of table
It should be noted that third threshold value, the 4th threshold value by engineering maintenance personnel sets itself and can adjust.It is exemplary
, third threshold value can be 0.5%, and the 4th threshold value can be 1%.
S103, the area covered attribute that base station is determined according to MR.
Optionally, referring to fig. 2, S103 may include:
S1031, the first number of access point, the second number of access point and third number of access point are determined according to MR.
Wherein, the first number of access point is the sum of the access point of access base station, and the second number of access point is access distance
Greater than the number of access point of the 5th threshold value, third number of access point is the number of access point that access distance is greater than the 6th threshold value, the
Five threshold values are less than the 6th threshold value.
Optionally, the 5th threshold value can be the planning covering radius distance of base station.
Optionally, the first number of access point, the second number of access point and third number of access point can pass through the time in MR
Lead (measurement report timing advance,
MR.Tadv series data) determines.MR.Tadv is defined as: terminal is for adjusting its main serving cell physical uplink
Link control channel (physical uplink control channel,
PUCCH) the time that uplink is sent；Such as: MR.Tadv.00, MR.Tadv.01,
MR.Tadv.02 ... MR.Tadv.m, m are the quantity of Timing Advance measurement report statistical data, wherein each
Timing Advance measurement report statistical data may include the quantity of multiple access points, and mobile terminal can pass through one or more
Access point access base station.
Circular can be with are as follows: in wireless heterogeneous networks (radio resource control, RRC) connection status
Under, base station determines the MR.Tadv adjusted value of each terminal based on the measurement result of measurement counterpart terminal uplink, this tune
The range of whole value is (0,1,2 ..., 63) × 16Ts.This obtained newest Timing Advance is the time of last registration
See Table 3 for details for the sum of the adjusted value that lead and this base station measurement obtain, value range and corresponding propagation distance.
Table 3MR.Tadv value range and corresponding propagation distance
| Measurement report statistical data | Measurement data section is distributed (unit Ts) | Corresponding propagation distance (rice) |
| MR.Tadv.00 | Tadv<16 | 0~78.24 |
| MR.Tadv.01 | 16≤Tadv<32 | 78.24~156.28 |
| … | … | … |
| MR.Tadv.11 | 176≤Tadv<192 | 860~938 |
| MR.Tadv.12 | 192≤Tadv<224 | … |
| … | … | … |
| MR.Tadv.17 | 272≤Tadv<288 | 1330~1408 |
| … | … | … |
| MR.Tadv.37 | 992≤Tadv<1024 | … |
| MR.Tadv.38 | 1024≤Tadv<1280 | … |
| … | … | … |
| MR.Tadv.41 | 1792≤Tadv<2048 | … |
| MR.Tadv.42 | 2048≤Tadv<3072 | … |
| MR.Tadv.43 | 3072≤Tadv<4096 | … |
| MR.Tadv.44 | 4096≤Tadv | … |
It should be noted that corresponding to the access distance of the i.e. access point of propagation distance in table 3.
Number of access point in cell can be calculated according to formula one.
Formula one:Wherein, T is the number of access point for being greater than default access distance in cell, and m is
The quantity of Timing Advance measurement report statistical data, i are that the default access is numbered apart from corresponding Timing Advance,
MR.Tadv.i is the corresponding Timing Advance value of the pre-determined distance.For example, according to table 3, m 44.
S1032, the first access ratio is determined according to the ratio of the second number of access point and the first number of access point, and according to
The ratio of third number of access point and the first number of access point determines the second access ratio.
It should be noted that can calculate the first access ratio according to formula two, i.e., access distance is greater than the 5th threshold in cell
The ratio of the access point of value.
Formula two:Wherein, S1For the first access ratio, m is time advance measurement
The quantity of reporting statistics, i are access apart from Timing Advance number corresponding when being greater than five threshold values, and MR.Tadv.i is
The Timing Advance value.For example, the 5th threshold value can be 930 meters, then according to table 3, i 12.
The second access ratio can be calculated according to formula three, i.e., access distance is greater than the access point of the 6th threshold value in cell
Ratio.
Formula three:Wherein, S2For the second access ratio, m is time advance measurement
The quantity of reporting statistics, n are access apart from Timing Advance number corresponding when being greater than six threshold values, and MR.Tadv.i is
The Timing Advance value.For example, the 6th threshold value can be 1400 meters, then according to table 3, n 18.S1033, according to first
The area covered attribute of access ratio and the second access ratio-dependent base station.
When the first access ratio is greater than the 7th threshold value and the second access ratio is greater than eight threshold values, area covered category is determined
Property to be poor；When the first access ratio is less than or equal to the 7th threshold value and the second access ratio greater than the 8th threshold value, or, when the first access
When ratio is greater than the 7th threshold value and the second access ratio less than or equal to eight threshold values, determine that area covered attribute is good；When
When one access ratio is less than or equal to the 7th threshold value and the second access ratio less than or equal to eight threshold values, determine that area covered attribute is
It is outstanding.
Specifically, being referred to shown in table 4, table 4 is base station area covered attribute rating sheet.
4 base station area covered attribute rating sheet of table
It should be noted that the 7th threshold value, the 8th threshold value by engineering maintenance personnel sets itself and adjust；Illustratively,
Seven threshold values can be 35%, and the 8th threshold value can be 15%.
S104, the property of value that base station is determined according to user speech information and data traffic information.
Optionally, referring to fig. 2, S104 can specifically include:
S1041, the user speech duration of call in preset time, and root are filtered out from user speech information according to the date
According to the date from filtering out data total flow in preset time in data traffic information.
Illustratively, which can be 1 month.
S1042, the property of value that base station is determined according to the user's communication duration and data total flow of base station.
When the duration of call is more than or equal to the 9th threshold value or data total flow is more than or equal to ten threshold values, the valence of base station is determined
Value attribute is the first value；When the duration of call is less than the 9th threshold value and data total flow is less than ten threshold values, base station is determined
The property of value is the second value.
Specifically, table 5 is base station property of value rating sheet referring to shown in table 5.
5 base station property of value rating sheet of table
It should be noted that the 9th threshold value, the tenth threshold value by engineering maintenance personnel sets itself and can adjust.
Wherein, the first value can also include high value and medium value, specifically, the judge of first property of value of base station can
Referring to shown in table 6.
6 base station first property of value rating sheet of table
S105, the operation stability that base station is assessed according to access performance, retention property, area covered attribute, the property of value.
Wherein, the stability of base station can specifically include high risk, medium risk, unstable and normal.
Optionally, when the property of value of base station is the first value, if the access performance of base station, retention property, Yue Qu
It is poor for covering at least one of attribute, it is determined that the operation stability of base station is high risk；When the property of value of base station is first
When value, if at least one of the access performance of base station, retention property, area covered attribute be it is good and be not it is poor,
The operation stability for determining base station is medium risk；When the property of value of base station is the first value, if the access of base station
Energy, retention property, area covered attribute are all outstanding, it is determined that the operation stability of base station is normal；When the value category of base station
Property for second value when, if at least one of the access performance of base station, retention property, area covered attribute be it is poor, it is determined that
Base station fluctuation of service；When the property of value of base station is the second value, if the access performance of base station, retention property, Yue Qu
It is not poor for covering attribute, it is determined that base station normal operation.
Specifically, table 7 is that base station operation stability assesses table referring to shown in table 7.
7 base station operation stability of table assesses table
Optionally, the engineering parameter of the base station can also be acquired, wherein the engineering parameter may include, base station name, institute
Belong to Base Station Identification, antenna directional angle, base station cover type, longitude, latitude, the first ownership planning scene title, downlink frequency point, day
Line hangs high, affiliated physical grid number, LTE standard.
It should be noted that can be by the engineering parameter of base station in conjunction with the assessment result of base station, in order to engineering maintenance
Personnel carry out targetedly adjusting and optimizing to the parameters of the base station.
A kind of appraisal procedure for base station that embodiments herein provides, determines connecing for base station according to the multi-Dimensional parameters of base station
Enter performance, retention property, more area's attribute and the property of value, is commented so as to the operation stability on the whole to the base station
Estimate.
The embodiment of the present application can carry out functional module or function according to assessment device of the above method example to base station
The division of unit, for example, each functional module of each function division or functional unit can be corresponded to, it can also be by two or two
A above function is integrated in a processing module.Above-mentioned integrated module both can take the form of hardware realization, can also
It is realized in the form of using software function module or functional unit.Wherein, to module or unit in the embodiment of the present application
Division is schematically that only a kind of logical function partition, there may be another division manner in actual implementation.
In the case where each function division of use correspondence each functional module, Fig. 3 shows involved in above-described embodiment
And base station assessment device a kind of possible structural schematic diagram, assessment device 200 include: acquisition unit 210, determination unit
220, assessment unit 230.Acquisition unit 210, for acquiring the parameter of base station；Determination unit 220, for determining base according to KPI
The access performance stood and the retention property that base station is determined according to KPI；Determination unit is used for basis
KPI determines the access performance of base station and determines the retention property determination unit of base station according to KPI,
For determining the area covered attribute of base station according to MR, it is also used to according to user speech information and data traffic information
Determine the property of value of base station；Assessment unit 230, for being belonged to according to access performance, retention property, area covered attribute, value
Property assessment base station operation stability.
Optionally, determination unit 220 is specifically used for the ratio according to audio access number of success and audio access request times
It is worth the audio access success rate for determining base station；The ratio of number and data service access request times is successfully accessed according to data service
Value determines that the data service of base station is successfully accessed rate；When audio access success rate is less than first threshold and data service is successfully accessed
When rate is less than second threshold, determine that access performance is poor；When audio access success rate is less than first threshold and data service access
Success rate is more than or equal to second threshold, or, audio access success rate is more than or equal to first threshold and data service is successfully accessed rate
When less than second threshold, determine that access performance is good；When audio access success rate is more than or equal to first threshold and data service
When being successfully accessed rate more than or equal to second threshold, determine that access performance is outstanding.
Optionally, determination unit 220 is determined also particularly useful for the ratio for establishing number according to voice number of dropped calls and voice
The voice cutting off rate of base station；It is connect according to data service number of dropped calls with data service and establishes the ratio of number and determine the number of base station
According to business drop rate；When voice cutting off rate is greater than third threshold value and data service drop rate is greater than four threshold values, determines and keep
Performance is poor；
When voice cutting off rate is less than or equal to third threshold value and data service drop rate is greater than the 4th threshold value, or, voice call drop
Rate determines that retention property is good greater than third threshold value and when data service drop rate is less than or equal to four threshold values；When voice falls
Words rate determines that retention property is outstanding less than or equal to third threshold value and when data service drop rate is less than or equal to four threshold values.
Optionally, determination unit 220 also particularly useful for according to MR determine the first number of access point, the second number of access point and
Third number of access point；The first access ratio is determined according to the ratio of the second number of access point and the first number of access point；According to
The ratio of third number of access point and the first number of access point determines the second access ratio；When the first access ratio is greater than the 7th threshold
Value and second access ratio be greater than eight threshold values when, determine area covered attribute be it is poor；When the first access ratio is less than or equal to the
Seven threshold values and second access ratio be greater than the 8th threshold value, or, when first access ratio be greater than the 7th threshold value and second access ratio
When less than or equal to eight threshold values, determine that area covered attribute is good；When the first access ratio is less than or equal to the 7th threshold value and the
When two access ratios are less than or equal to eight threshold values, determine that area covered attribute is outstanding.
Optionally, determination unit 220 is also particularly useful for the duration of call determined in preset time according to user speech information；
The data total flow in preset time is determined according to data traffic information；When the duration of call is total more than or equal to the 9th threshold value or data
When flow is more than or equal to ten threshold values, determine that the property of value of base station is the first value；When the duration of call less than the 9th threshold value and
When data total flow is less than ten threshold values, determine that the property of value of base station is the second value.
Optionally, determination unit 220 is also used to be more than or equal to the 9th threshold value when the duration of call and data total flow is greater than etc.
When ten threshold values, determine that the property of value is high value；When the duration of call is more than or equal to the 9th threshold value and data total flow is less than
Tenth threshold value, or, the duration of call determines that the property of value is less than the 9th threshold value and when data total flow is more than or equal to ten threshold values
Medium value.
Optionally, assessment unit 230 is specifically also used to when the property of value of base station is the first value, if base station connects
It is poor for entering at least one of performance, retention property, area covered attribute, it is determined that the operation stability of base station is high risk；Such as
At least one of the access performance of fruit base station, retention property, area covered attribute are good and be not poor, it is determined that base station
Operation stability is medium risk；If the access performance of base station, retention property, area covered attribute are all outstanding, it is determined that
The operation stability of base station is normal.
Optionally, assessment unit 230 is specifically also used to when the property of value of base station is the second value, if base station connects
It is poor for entering at least one of performance, retention property, area covered attribute, it is determined that base station fluctuation of service；When the value of base station
When attribute is the second value, if the access performance of base station, retention property, area covered attribute are not poor, it is determined that base station
Normal operation.
Using integrated unit, Fig. 4 shows the assessment device of base station involved in above-described embodiment
Another possible structural schematic diagram.The device includes: processor 302 and communication interface 303.Processor 302 is used for dress
The movement set carries out control management, for example, executing acquisition unit 210, determination unit 220, assessment unit in above-mentioned assessment device
The step of 230 execution, and/or other processes for executing techniques described herein.Communication interface 303 is for supporting the dress
Set the communication with other network entities.
Wherein, above-mentioned processor 302 may be implemented or execute various exemplary in conjunction with described in present disclosure
Logic block, unit and circuit.The processor can be central processing unit (central processing unit, CPU),
General processor, digital signal processor (digital signal processor, DSP), specific integrated circuit
(application-specific integrated circuit, ASIC), field programmable gate array (field
Programmable gate array, FPGA) or other programmable logic device, transistor logic, hardware component or
Person's any combination thereof.It, which may be implemented or executes, combines various illustrative logic blocks described in present disclosure,
Unit and circuit.Above-mentioned processor is also possible to realize the combination of computing function, such as includes one or more microprocessors group
It closes, DSP and the combination of microprocessor etc..
Memory 301 may include volatile memory, such as random access memory；The memory also may include non-
Volatile memory, such as read-only memory, flash memory, hard disk or solid state hard disk；The memory can also include above-mentioned
The combination of the memory of type.
Bus 304 can be expanding the industrial standard structure (Extended Industry Standard
Architecture, EISA) bus etc..Bus 304 can be divided into address bus, data/address bus, control bus etc..For convenient for table
Show, only indicated with a thick line in Fig. 4, it is not intended that an only bus or a type of bus.
Through the above description of the embodiments, it is apparent to those skilled in the art that, for description
It is convenienct and succinct, only with the division progress of above-mentioned each functional unit for example, in practical application, can according to need and will be upper
It states function distribution to be completed by different functional units, i.e., the internal structure of device is divided into different functional units, to complete
All or part of function described above.The specific work process of the system, apparatus, and unit of foregoing description, before can referring to
The corresponding process in embodiment of the method is stated, details are not described herein.
The embodiment of the present application also provides a kind of computer readable storage medium, and finger is stored in computer readable storage medium
It enables, when computer executes the instruction, which executes each step in method flow shown in above method embodiment.
Wherein, computer readable storage medium, such as electricity, magnetic, optical, electromagnetic, infrared ray can be but not limited to or partly led
System, device or the device of body, or any above combination.The more specific example of computer readable storage medium is (non-poor
The list of act) it include: the electrical connection with one or more conducting wires, portable computer diskette, hard disk.Random access memory
(Random Access Memory, RAM), read-only memory (Read-Only Memory, ROM), erasable type may be programmed read-only
It is memory (Erasable Programmable Read Only Memory, EPROM), register, hard disk, optical fiber, portable
Compact disc read-only memory (Compact Disc Read-Only Memory, CD-ROM), light storage device, magnetic memory
Part or above-mentioned people are in appropriate combination or the computer readable storage medium of any other form of this field numerical value.
A kind of illustrative storage medium is coupled to processor, to enable a processor to from the read information, and can be to
Information is written in the storage medium.Certainly, storage medium is also possible to the component part of processor.Pocessor and storage media can be with
In application-specific IC (Application Specific Integrated Circuit, ASIC).In the application
In embodiment, computer readable storage medium can be any tangible medium for including or store program, which can be referred to
Enable execution system, device or device use or in connection.
The embodiment of the present invention provides a kind of computer program product comprising instruction, when instruction is run on computers
When, so that computer executes the appraisal procedure of base station as described in figures 1-2.
In the above-described embodiments, can come wholly or partly by software, hardware, firmware or any combination thereof real
It is existing.When being realized using software program, can entirely or partly realize in the form of a computer program product.The computer
Program product includes one or more computer instructions.On computers load and execute computer program instructions when, all or
It partly generates according to process or function described in the embodiment of the present application.The computer can be general purpose computer, dedicated meter
Calculation machine, computer network or other programmable devices.The computer instruction can store in computer readable storage medium
In, or from a computer readable storage medium to the transmission of another computer readable storage medium, for example, the computer
Instruction can pass through wired (such as coaxial cable, optical fiber, number from a web-site, computer, server or data center
Word user line (Digital Subscriber Line, DSL)) or wireless (such as infrared, wireless, microwave etc.) mode to another
A web-site, computer, server or data center are transmitted.The computer readable storage medium can be computer
Any usable medium that can be accessed either includes the numbers such as one or more server, data centers that medium can be used to integrate
According to storage equipment.The usable medium can be magnetic medium (for example, floppy disk, hard disk, tape), optical medium (for example, DVD),
Or semiconductor medium (such as solid state hard disk (Solid State Disk, SSD)) etc..
It is produced by the assessment device, computer readable storage medium, computer program of base station in an embodiment of the present invention
Product can be applied to the above method, therefore, can be obtained technical effect see also above method embodiment, the present invention is real
Applying example, details are not described herein.
The above, the only specific embodiment of the application, but the protection scope of the application is not limited thereto, it is any
Change or replacement within the technical scope of the present application should all be covered within the scope of protection of this application.
In several embodiments provided herein, it should be understood that disclosed system, apparatus and method, it can be with
It realizes by another way.For example, apparatus embodiments described above are merely indicative, for example, the unit
It divides, only a kind of logical function partition, there may be another division manner in actual implementation, such as multiple units or components
It can be combined or can be integrated into another system, or some features can be ignored or not executed.Another point, it is shown or
The mutual coupling, direct-coupling or communication connection discussed can be through some interfaces, the indirect coupling of equipment or unit
It closes or communicates to connect, can be electrical property, mechanical or other forms.
The unit as illustrated by the separation member may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, it can and it is in one place, or may be distributed over multiple
In network unit.It can select some or all of unit therein according to the actual needs to realize the mesh of this embodiment scheme
's.
It, can also be in addition, each functional unit in each embodiment of the application can integrate in one processing unit
It is that each unit physically exists alone, can also be integrated in one unit with two or more units.
The above, the only specific embodiment of the application, but the protection scope of the application is not limited thereto, it is any
Those familiar with the art within the technical scope of the present application, can easily think of the change or the replacement, and should all contain
Lid is within the scope of protection of this application.Therefore, the protection scope of the application should be based on the protection scope of the described claims.
Claims (14)
1. a kind of appraisal procedure of base station characterized by comprising
Acquire the parameter of the base station；Wherein, the parameter includes: Key Performance Indicator KPI, measurement report MR, user speech
Information and data traffic information；
The access performance of the base station is determined according to the KPI, and the retention property of the base station is determined according to the KPI；
The area covered attribute of the base station is determined according to the MR；
The property of value of the base station is determined according to the user speech information and the data traffic information；
The base station is assessed according to the access performance, the retention property, the area covered attribute, the property of value
Operation stability.
2. the appraisal procedure of base station according to claim 1, which is characterized in that the KPI includes audio access success time
Number, audio access request times, data service are successfully accessed number, data service access request times, described according to the KPI
Determine the access performance of the base station, comprising:
Determine that the voice of the base station connects according to the ratio of the audio access number of success and the audio access request times
Enter success rate；
The base station is determined according to the ratio that the data service is successfully accessed number and data service access request times
Data service be successfully accessed rate；
When the audio access success rate is less than first threshold and the data service is successfully accessed rate less than second threshold, really
The fixed access performance is poor；
When the audio access success rate is less than the first threshold and the data service is successfully accessed rate more than or equal to described
Second threshold, or, the audio access success rate is more than or equal to the first threshold and the data service, to be successfully accessed rate small
When the second threshold, determine that the access performance is good；
When the audio access success rate is more than or equal to the first threshold and the data service is successfully accessed rate and is more than or equal to
When the second threshold, determine that the access performance is outstanding.
3. the appraisal procedure of base station according to claim 1, which is characterized in that the KPI includes voice number of dropped calls, language
Sound establishes number, data service number of dropped calls and data service connection and establishes number, described to determine the base station according to the KPI
Retention property, comprising:
The voice cutting off rate of the base station is determined according to the ratio that the voice number of dropped calls and the voice establish number；
It is connect according to the data service number of dropped calls with the data service and establishes the ratio of number and determine the number of the base station
According to business drop rate；
When the voice cutting off rate is greater than third threshold value and the data service drop rate is greater than four threshold values, the guarantor is determined
It is poor for holding performance；
It is greater than the 4th threshold value when the voice cutting off rate is less than or equal to the third threshold value and the data service drop rate,
Or, the voice cutting off rate is determined greater than the third threshold value and when the data service drop rate is less than or equal to four threshold values
The retention property is good；
When the voice cutting off rate is less than or equal to the third threshold value and the data service drop rate is less than or equal to the described 4th
When threshold value, determine that the retention property is outstanding.
4. the appraisal procedure of base station according to claim 1, which is characterized in that described to determine the base station according to the MR
Area covered attribute, comprising:
The first number of access point, the second number of access point and third number of access point are determined according to the MR, wherein described first
Number of access point is to access the sum of the access point of the base station, and second number of access point is that access distance is greater than the 5th threshold
The number of access point of value, the third number of access point are to access number of access point of the distance greater than the 6th threshold value, the described 5th
Threshold value is less than the 6th threshold value；
The first access ratio is determined according to the ratio of second number of access point and first number of access point；
The second access ratio is determined according to the ratio of the third number of access point and first number of access point；
When the first access ratio is greater than the 7th threshold value and the second access ratio is greater than eight threshold values, described get over is determined
It is poor that area, which covers attribute,；
When it is described first access ratio be less than or equal to the 7th threshold value and it is described second access ratio be greater than the 8th threshold value,
Or, when the first access ratio is greater than the 7th threshold value and the second access ratio less than or equal to the 8th threshold value
When, determine that the area covered attribute is good；
When the first access ratio is less than or equal to the 7th threshold value and the second access ratio less than or equal to the described 8th
When threshold value, determine that the area covered attribute is outstanding.
5. the appraisal procedure of base station according to claim 1, which is characterized in that it is described according to the user speech information and
The data traffic information determines the property of value of the base station, comprising:
The duration of call in preset time is determined according to the user speech information；
The data total flow in the preset time is determined according to the data traffic information；
When the duration of call is more than or equal to the 9th threshold value or the data total flow is more than or equal to ten threshold values, described in determination
The property of value of base station is the first value；
When the duration of call is less than the 9th threshold value and the data total flow is less than ten threshold value, described in determination
The property of value of base station is the second value.
6. the appraisal procedure of base station according to claim 1-5, which is characterized in that described according to the access
Energy, the retention property, the area covered attribute, the property of value assess the operation stability of the base station, comprising:
When the property of value of the base station is the described first value, if the access performance of the base station, described
At least one of retention property, described area covered attribute are poor, it is determined that the operation stability of the base station is high risk；
When the property of value of the base station is the described first value, if the access performance of the base station, described
At least one of retention property, described area covered attribute are good and are not poor, it is determined that the base station it is stable
Property is medium risk；
When the property of value of the base station is the described first value, if the access performance of the base station, described
Retention property, the area covered attribute are all outstanding, it is determined that the operation stability of the base station is normal；
When the property of value of the base station is the described second value, if the access performance of the base station, described
At least one of retention property, described area covered attribute are poor, it is determined that the base station fluctuation of service；
When the property of value of the base station is the described second value, if the access performance of the base station, described
Retention property, the area covered attribute are not poor, it is determined that the base station normal operation.
7. a kind of assessment device of base station, which is characterized in that described device includes acquisition unit, determination unit and assessment unit；
The acquisition unit, for acquiring the parameter of the base station；Wherein, the parameter includes: Key Performance Indicator KPI, surveys
Amount report MR, user speech information and data traffic information；
The determination unit, for determining the access performance of the base station according to the KPI, and according to KPI determination
The retention property of base station；
The determination unit is also used to determine the area covered attribute of the base station according to the MR；
The determination unit is also used to determine the valence of the base station according to the user speech information and the data traffic information
Value attribute；
The assessment unit, for according to the access performance, the retention property, the area covered attribute, the value
The operation stability of base station described in attribute evaluation.
8. the assessment device of base station according to claim 7, which is characterized in that the KPI includes audio access success time
Number, audio access request times, data service are successfully accessed number, data service access request times, the determination unit, tool
Body is used for:
Determine that the voice of the base station connects according to the ratio of the audio access number of success and the audio access request times
Enter success rate；
The base station is determined according to the ratio that the data service is successfully accessed number and data service access request times
Data service be successfully accessed rate；
When the audio access success rate is less than first threshold and the data service is successfully accessed rate less than second threshold, really
The fixed access performance is poor；
When the audio access success rate is less than the first threshold and the data service is successfully accessed rate more than or equal to described
Second threshold, or, the audio access success rate is more than or equal to the first threshold and the data service, to be successfully accessed rate small
When the second threshold, determine that the access performance is good；
When the audio access success rate is more than or equal to the first threshold and the data service is successfully accessed rate and is more than or equal to
When the second threshold, determine that the access performance is outstanding.
9. the assessment device of base station according to claim 7, which is characterized in that the KPI includes voice number of dropped calls, language
Sound establishes number, data service number of dropped calls and data service connection and establishes number, and the determination unit is specifically used for:
The voice cutting off rate of the base station is determined according to the ratio that the voice number of dropped calls and the voice establish number；
It is connect according to the data service number of dropped calls with the data service and establishes the ratio of number and determine the number of the base station
According to business drop rate；
When the voice cutting off rate is greater than third threshold value and the data service drop rate is greater than four threshold values, the guarantor is determined
It is poor for holding performance；
It is greater than the 4th threshold value when the voice cutting off rate is less than or equal to the third threshold value and the data service drop rate,
Or, the voice cutting off rate is determined greater than the third threshold value and when the data service drop rate is less than or equal to four threshold values
The retention property is good；
When the voice cutting off rate is less than or equal to the third threshold value and the data service drop rate is less than or equal to the described 4th
When threshold value, determine that the retention property is outstanding.
10. the assessment device of base station according to claim 7, which is characterized in that the determination unit is specifically used for:
The first number of access point, the second number of access point and third number of access point are determined according to the MR, wherein described first
Number of access point is to access the sum of the access point of the base station, and second number of access point is that access distance is greater than the 5th threshold
The number of access point of value, the third number of access point are to access number of access point of the distance greater than the 6th threshold value, the described 5th
Threshold value is less than the 6th threshold value；
The first access ratio is determined according to the ratio of second number of access point and first number of access point；
The second access ratio is determined according to the ratio of the third number of access point and first number of access point；
When the first access ratio is greater than the 7th threshold value and the second access ratio is greater than eight threshold values, described get over is determined
It is poor that area, which covers attribute,；
When it is described first access ratio be less than or equal to the 7th threshold value and it is described second access ratio be greater than the 8th threshold value,
Or, when the first access ratio is greater than the 7th threshold value and the second access ratio less than or equal to the 8th threshold value
When, determine that the area covered attribute is good；
When the first access ratio is less than or equal to the 7th threshold value and the second access ratio less than or equal to the described 8th
When threshold value, determine that the area covered attribute is outstanding.
11. the assessment device of base station according to claim 7, which is characterized in that the determination unit is specifically used for:
The duration of call in preset time is determined according to the user speech information；
The data total flow in the preset time is determined according to the data traffic information；
When the duration of call is more than or equal to the 9th threshold value or the data total flow is more than or equal to ten threshold values, described in determination
The property of value of base station is the first value；
When the duration of call is less than the 9th threshold value and the data total flow is less than ten threshold value, described in determination
The property of value of base station is the second value.
12. according to the assessment device of the described in any item base stations claim 7-11, which is characterized in that the assessment unit, tool
Body is used for:
When the property of value of the base station is the described first value, if the access performance of the base station, described
At least one of retention property, described area covered attribute are poor, it is determined that the operation stability of the base station is high risk；
When the property of value of the base station is the described first value, if the access performance of the base station, described
At least one of retention property, described area covered attribute are good and are not poor, it is determined that the base station it is stable
Property is medium risk；
When the property of value of the base station is the described first value, if the access performance of the base station, described
Retention property, the area covered attribute are all outstanding, it is determined that the operation stability of the base station is normal；
When the property of value of the base station is the described second value, if the access performance of the base station, described
At least one of retention property, described area covered attribute are poor, it is determined that the base station fluctuation of service；
When the property of value of the base station is the described second value, if the access performance of the base station, described
Retention property, the area covered attribute are not poor, it is determined that the base station normal operation.
13. a kind of assessment device of base station characterized by comprising processor, memory and communication interface；Wherein, communication connects
Mouth is for the assessment device and other equipment of the base station or network communication；The memory is for storing one or more journeys
Sequence, which includes computer executed instructions, and when the operation of the assessment device of the base station, processor executes should
Computer executed instructions of memory storage, so that the assessment device perform claim of the base station requires any one of 1 to 6 institute
State the appraisal procedure of base station.
14. a kind of computer readable storage medium for storing one or more programs, which is characterized in that one or more of journeys
Sequence includes instruction, and it is as claimed in any one of claims 1 to 6 that described instruction when executed by a computer executes the computer
The appraisal procedure of base station.
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| CN109963288B (en) | 2022-05-17 |
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