CN109890041A - Area covered appraisal procedure and device based on data acquisition of terminal - Google Patents
Area covered appraisal procedure and device based on data acquisition of terminal Download PDFInfo
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- CN109890041A CN109890041A CN201910205362.7A CN201910205362A CN109890041A CN 109890041 A CN109890041 A CN 109890041A CN 201910205362 A CN201910205362 A CN 201910205362A CN 109890041 A CN109890041 A CN 109890041A
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Abstract
The embodiment of the present invention discloses a kind of area covered appraisal procedure and device based on data acquisition of terminal, is related to field of communication technology, can not carry out accurate evaluation to diversified scene in area covered assessment for solving the problems, such as.This method comprises: obtaining the sample point data of sampled point terminal by preset interface and obtaining the network engineering parameter of the base station of the serving cell of sampled point terminal access, according to the first geographical location distance obtained between result calculating sampled point terminal and base station；The peripheral base station of base station, and the average value of the second geographical location distance between calculation base station and each peripheral base station of base station are determined according to the pre-determined distance threshold value that the cell scenario of serving cell determines；Finally according to the first ratio of the first geographical location distance and average value determine sampled point terminal whether be serving cell area covered point.The embodiment of the present invention is used for the area covered assessment under more scenes.
Description
Technical field
The embodiment of the present invention is related to field of communication technology, and in particular to a kind of area covered based on data acquisition of terminal
Appraisal procedure and device.
Background technique
In the wireless network, and farther apart from the cell if some cell crosses the overlay area of one or more cells
Cell there are overlapping covered, then it represents that there are area covered phenomenons for the cell area covered, the i.e. cell.Area covered
Phenomenon can seriously affect network performance, cause network interferences to increase, network switching relationship is chaotic, excessive traffic absorption causes capacity
Problem etc..In order to reduce negative effect of the area covered phenomenon to network performance, need to cover in cell with the presence or absence of more area
Lid phenomenon is accurately and effectively assessed, i.e., carries out area covered assessment to cell.
Currently, the mode for carrying out area covered assessment to cell includes being commented using terminal survey report assessment, artificial drive test
Estimate and terminal survey report is assessed in conjunction with artificial drive test.In actual conditions, there is assessment result in above-mentioned each assessment mode
The relatively low defect of accuracy；Meanwhile it being also difficult to cover complicated and diversified scene (such as residential area, school in above-mentioned each assessment mode
Many scenes relevant to life such as garden, tourist attraction), as terminal survey report assessment is not directed to scene, artificial drive test assessment
Road scene etc. can only be covered in mode, while also needing to expend a large amount of manpower and material resources money in artificial drive test assessment mode
Source, economy and convenience are poor；In addition, whether can also determine cell according to the network engineering parameter of cell in the prior art
There are area covered phenomenons, but network engineering parameter only can determine the distance between cell, equally can not be to complicated multiplicity
Scene carry out accurate evaluation.
Summary of the invention
The embodiment of the present invention provides a kind of area covered appraisal procedure and device based on data acquisition of terminal, for solving
Certainly accurate evaluation technical problem can not be carried out to diversified scene in area covered assessment in the prior art.
In a first aspect, the embodiment of the present invention provides a kind of area covered appraisal procedure based on data acquisition of terminal, comprising:
The sample point data of sampled point terminal is obtained by preset interface, wherein sample point data includes: sampled point terminal
APP position data and sampled point terminal access serving cell mark；
The base station of the serving cell of sampled point terminal access is obtained according to the mark of the serving cell of sampled point terminal access
Network engineering parameter；
According to APP position data and the network engineering parameter of the base station of serving cell calculate sampled point terminal and base station it
Between the first geographical location distance；
The cell scenario for determining serving cell determines the peripheral base station of base station according to the cell scenario of serving cell；
The average value of the second geographical location distance between calculation base station and each peripheral base station of base station；
Judge whether the first geographical location distance and the first ratio of average value are greater than preset threshold；If judging result is
It is, it is determined that sampled point terminal position is the area covered point of serving cell.
The area covered appraisal procedure based on data acquisition of terminal provided through the embodiment of the present invention, can be according to sampling
The network engineering parameter of the base station of the APP position data and serving cell of point terminal calculates between sampled point terminal and base station
First geographical location distance, wherein APP position data is derived from the location data of sampled point terminal, compared to the positioning of measurement report
The location data of data and artificial drive test, APP position data have higher accuracy and can be in a short time from seas
The scene more horn of plenty for obtaining in the sampled point terminal of amount, and covering；On this basis, the embodiment of the present invention combines service small
The cell scenario in area determines the peripheral base station of base station, the second geographical location between calculation base station and each peripheral base station of base station
The average value of distance；Finally adopted according to the first geographical location distance and the first ratio and the preset threshold determination of above-mentioned average value
Sampling point terminal whether be serving cell area covered point.It can be seen that the embodiment of the present invention can in conjunction with APP position data with
Network engineering parameter rapidly and accurately detects that there are the serving cells of area covered phenomenon, while the embodiment of the present invention can
More abundant scene is introduced by APP position data, is further obtained while promoting the accuracy of assessment result more preferable
Economy, stronger applicability and convenience.
Second aspect, the embodiment of the present invention provide a kind of area covered assessment device based on data acquisition of terminal, comprising:
Acquisition module, for acquiring the sample point data of sampled point terminal by preset interface, wherein sample point data includes: sampled point
The mark of the serving cell of APP position data and sampled point the terminal access of terminal；
Module is obtained, the mark of the serving cell of the sampled point terminal access for acquiring according to acquisition module obtains sampling
The network engineering parameter of the base station of the serving cell of point terminal access；
Computing module, the serving cell that APP position data and acquisition module for being acquired according to acquisition module obtain
The network engineering parameter of base station calculate the first geographical location distance between sampled point terminal and base station；
Processing module determines base station according to the cell scenario of serving cell for determining the cell scenario of serving cell
Peripheral base station；
Computing module, the peripheral base station calculation base station for the base station for being also used to be determined according to processing module and each week of base station
The average value of the second geographical location distance between the base station of side；
Judgment module, the average value obtained for judging the first geographical location distance that computing module obtains with computing module
The first ratio whether be greater than preset threshold；
Determining module, if the judging result for judgment module is yes, it is determined that sampled point terminal position is service
The area covered point of cell.
The third aspect provides a kind of area covered assessment device based on data acquisition of terminal, comprising: at one or more
Manage device；Processor is used to execute the computer program code in memory, and computer program code includes instruction, makes based on eventually
The area covered assessment device of end acquisition data executes the area covered assessment based on data acquisition of terminal of above-mentioned first aspect
Method.
Fourth aspect provides a kind of storage medium, which is characterized in that storage medium is stored with instruction code, instruction code
For executing the area covered appraisal procedure based on data acquisition of terminal such as above-mentioned first aspect.
5th aspect, provides a kind of computer program product, which is characterized in that computer program product includes instruction generation
Code, instruction code are used to execute the area covered appraisal procedure based on data acquisition of terminal such as above-mentioned first aspect.
It is to be appreciated that above-mentioned offer based on data acquisition of terminal area covered assessment device, storage medium and
Computer product is for executing the corresponding method of first aspect presented above, and therefore, the attainable beneficial effect of institute can
With reference to first aspect above method and following detailed description in corresponding scheme beneficial effect, it is no longer superfluous herein
It states.
Detailed description of the invention
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
Fig. 1 a is a kind of method of the area covered appraisal procedure based on data acquisition of terminal provided in an embodiment of the present invention
Flow chart；
Fig. 1 b is the side of another area covered appraisal procedure based on data acquisition of terminal provided in an embodiment of the present invention
Method flow chart；
Fig. 2 be base station in a kind of area covered appraisal procedure based on data acquisition of terminal provided in an embodiment of the present invention,
The peripheral base station of base station and the relation schematic diagram of pre-determined distance；
Fig. 3 is the second ground in a kind of area covered appraisal procedure based on data acquisition of terminal provided in an embodiment of the present invention
Manage the schematic diagram of positional distance；
Fig. 4 is the function knot that a kind of area covered based on data acquisition of terminal provided in an embodiment of the present invention assesses device
Structure block diagram；
Fig. 5 is the function knot that a kind of area covered based on data acquisition of terminal provided in an embodiment of the present invention assesses device
Structure block diagram.
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 carries out clear, complete
Site preparation description, it is clear that described embodiment is some embodiments of the present application, instead of all the embodiments.Based on this Shen
Please in embodiment, every other reality obtained by those of ordinary skill in the art without making creative efforts
Example is applied, shall fall in the protection scope of this application.The use of term " first " and " second " etc. does not indicate any sequence, can will be above-mentioned
Term is construed to the title of described object.In the embodiment of the present application, " illustrative " or " such as " etc. words for indicate make
Example, illustration or explanation.Be described as in the embodiment of the present application " illustrative " or " such as " any embodiment or design
Scheme is not necessarily to be construed as than other embodiments or design scheme more preferably or more advantage.Specifically, it uses " exemplary
" or " such as " etc. words be intended to that related notion is presented in specific ways.
Before introducing the embodiment of the present invention, current area covered assessment mode is simply introduced first.Currently,
It include being surveyed using terminal survey report assessment, the assessment of artificial drive test and terminal to the mode that cell carries out area covered assessment
Amount report is assessed in conjunction with artificial drive test.Wherein, it is assessed using terminal survey report and is reported based on the terminal obtained from network side
Measurement report detect in cell with the presence or absence of area covered phenomenon, the measurement report reported due to terminal is only with operator
The location data of base station estimates terminal location, and the precision of above-mentioned location data is lower in actual conditions, usually only being capable of essence
Several hundred meters of ranges are really arrived, therefore lower using the precision of the assessment result of terminal survey report assessment；Artificial drive test assessment passes through
Manual type sets up sampled point in each adjacent area of cell, in actual conditions, sampled point when laying there are more limitation,
And the collected sampled data of sampled point is limited, therefore the assessment result of artificial drive test assessment is asked there is also precision is lower
Topic, while artificial sampled point of laying also needs to expend a large amount of human and material resources, economy and convenience are poor；It is surveyed in terminal
In conjunction with artificial drive test in assessment mode, the measurement report that can be reported in the terminal of acquisition on the basis of, further draws for amount report
Enter the sampled data for the sampled point laid in artificial drive test, but which is not overcome still and assessed using terminal survey report
And there are the biggish defects of assessment result error in artificial drive test assessment.In addition, in the prior art can also be according to cell
Network engineering parameter determines cell with the presence or absence of covering phenomenon.But network engineering parameter only can determine between cell away from
From, can not to complicated and diversified scene carry out accurate evaluation.
Based on above-mentioned problem, the embodiment of the present invention provides a kind of area covered assessment based on data acquisition of terminal
Method, referring to shown in Fig. 1 a, this method comprises:
Step S110: the sample point data of sampled point terminal is obtained by preset interface, wherein sample point data includes: to adopt
The mark of the serving cell of APP (Application, application program) position data and sampled point the terminal access of sampling point terminal
Know.
Specifically, sampled point terminal can obtain user terminal of APP position data, such as mobile phone, tablet computer etc.
Mobile terminal, car-mounted terminal, Web TV etc..The APP position data of sampled point terminal can be the position of sampled point terminal positioning
Set data, such as the positional number of sampled point terminal GPS (Global Positioning System, global positioning system) positioning
According to etc..In specific implementation, APP position data may include: longitude and the sampled point terminal institute of sampled point terminal position
Latitude in position.Sample point data can also include the mark of sampled point terminal, and the mark of sampled point terminal can be user
IMSI (International Mobile Subscriber Identification Number, international mobile subscriber identification
Code) etc. be capable of the identification information of unique identification sampled point terminal, the mark of the serving cell of sampled point terminal access can be for should
LAC (location area code, Location Area Code), CI (Cell Identity, cell identification) of serving cell etc. can be only
One identifies the identification information of the serving cell.Above-mentioned preset interface can be the interface of default platform, in specific implementation, by upper
It states and receives the sample point data that preset interface obtains above-mentioned sampled point terminal from default platform.
Step S120: the service for obtaining the access of sampled point terminal according to the mark of the serving cell of sampled point terminal access is small
The network engineering parameter of the base station in area.
Specifically, network engineering parameter may include: the latitude of the base station of the longitude of the base station of serving cell, serving cell
And the mark of serving cell.In specific implementation, the mark of the serving cell of network engineering parameter for in sample point data
The mark of serving cell matched, to guarantee that the service in the serving cell and sample point data in network engineering parameter is small
The consistency in area.
Step S130: it is whole that sampled point is calculated according to APP position data and the network engineering parameter of the base station of serving cell
The first geographical location distance between end and base station.
Specifically, in place according to the longitude of sampled point terminal position in APP position data and sampled point terminal institute
The latitude of the base station of the longitude and serving cell of the base station of the latitude, serving cell set calculate sampled point terminal and base station it
Between spherical distance, using above-mentioned spherical distance as the first geographical location distance.In specific implementation, following formula meter can be used
Calculate the first geographical location distance:
Wherein, DiThe first geographical location distance between sampled point terminal i and base station, R are earth radius (specific implementation
Middle R can take 6371km), LoniFor the longitude of sampled point terminal i position, LatiFor the latitude of sampled point terminal i position
Degree, Loni-sFor the longitude of the base station of serving cell, Lati-sFor the latitude of the base station of serving cell.
Step S140: determining the cell scenario of serving cell, and the periphery of base station is determined according to the cell scenario of serving cell
Base station.
Specifically, the mode for the cell scenario for determining serving cell can there are many, such as cell can be preset
The corresponding relationship of scene and the mark of serving cell is then small according to the service determined in above-mentioned corresponding relationship step and rapid S110
The mark in area determines the corresponding cell scenario of mark of the serving cell；Alternatively, it is corresponding to preset each cell scenario
User density range, then obtain serving cell user density, when the user density of serving cell falls into a certain user
When in the range of density, determine that the corresponding cell scenario of the range of the user density is the cell scenario, etc. of serving cell.This
Inventive embodiments are not construed as limiting the method for determination of the cell scenario of serving cell.
It, can be first according to the cell of serving cell when determining the peripheral base station of base station according to the cell scenario of serving cell
Scene determines the corresponding pre-determined distance of the cell scenario of serving cell, and in specific implementation, each cell scenario has one and its
Corresponding pre-determined distance, the pre-determined distance can be configured according to the actual situation by those skilled in the art, and the present invention compares not
It limits.Then using whole base stations in the region apart from base station pre-determined distance as the peripheral base station of base station.Specifically, base
Stand, the relationship of the peripheral base station of base station and pre-determined distance may refer to shown in Fig. 2, in Fig. 2, L is above-mentioned pre-determined distance,
Using base station as the center of circle, the region constituted using L as radius is the region apart from base station pre-determined distance.
In embodiments of the present invention, the cell scenario of serving cell may include any one of following: core urban settings,
The open scene of city suburbs scene and rural area.In this step, if the cell scenario of serving cell is core urban settings, really
Determining the corresponding pre-determined distance of core urban settings is core urban settings pre-determined distance, and will be pre- apart from base station core urban settings
If peripheral base station (that is: L be core urban settings pre-determined distance) of whole base stations as base station in the region of distance；Equally
Ground determines that scene corresponding pre-determined distance in city suburbs is city suburb if the cell scenario of serving cell is city suburbs scene
Area's scene pre-determined distance, and using whole base stations in the region apart from base station city suburbs scene pre-determined distance as the week of base station
Side base station (that is: L is city suburbs scene pre-determined distance)；If the cell scenario of serving cell is the open scene in rural area, city is determined
The corresponding pre-determined distance of suburban area scene is the open scene pre-determined distance in rural area, and will apart from the open scene in base station rural area it is default away from
From region in peripheral base station (that is: L be rural area open scene pre-determined distance) of whole base stations as base station.Specific implementation
In, the preferred 500m of core urban settings pre-determined distance；The city suburbs preferred 1000m of scene pre-determined distance；The open scene in rural area is pre-
If apart from preferred 2000m.
It is understood that it is above-mentioned only list core urban settings pre-determined distance, city suburbs scene pre-determined distance with
And the preferred value of the open scene pre-determined distance in rural area, in specific implementation, core urban settings pre-determined distance, city suburbs scene
The numerical value of the open scene pre-determined distance of pre-determined distance and rural area includes but is not limited to above-mentioned preferred value.Above-mentioned cited clothes
The cell scenario of business cell is only exemplary, and in specific implementation, the cell scenario of serving cell is including but not limited to above-mentioned
Cited cell scenario.
Step S150: the average value of the second geographical location distance between calculation base station and each peripheral base station of base station.
Specifically, between calculation base station and each peripheral base station of base station the second geographical location distance (that is: straight line away from
From), then obtain the average value of all the second geographical location distances.In specific implementation, above-mentioned average value can be using following public
Formula calculates:
Wherein, GjFor second between the base station of serving cell and the peripheral base station of the base station of the access of sampled point terminal i
Geographical location distance (shown in Figure 3, a peripheral base station is wherein illustrated only in Fig. 3), Num are the peripheral base station of base station
Sum；KiFor the second geographical location distance between the base station of sampled point terminal i access and each peripheral base station of the base station
Average value.
Step S160: judging whether the first geographical location distance and the first ratio of average value are greater than preset threshold, if sentencing
Disconnected result be it is yes, then follow the steps S170；If judging result be it is no, terminate this method process.
Specifically, the first ratio can be calculated using following formula:
Wherein, NiFor DiWith KiThe first ratio, DiThe first geographical location distance between sampled point terminal i and base station,
KiFor above-mentioned average value.
Wherein, preset threshold can be configured according to the actual situation by those skilled in the art, and the present invention does not make this
It limits.In specific implementation, in non-area covered, the distance D of the base station of sampled point terminal i to its serving celliIt should be extremely
When young in the base station of the serving cell to the base station peripheral base station average distance Ki2 times, i.e. Ni≤ 2 (otherwise sampled point ends
It holds the business of i that maximum probability is switched to neighboring community to carry out, the information of the serving cell also will be updated).Therefore, if calculating above-mentioned
Preset threshold can preferably 3, i.e. NiWhen >=3, the distance of the base station of sampled point terminal i to its serving cell is (long-range too far
In the geographic range that the base station than serving cell should service), then sampled point terminal i can be judged to area covered point.
Step S170: determine that sampled point terminal position is the area covered point of serving cell.
Specifically, position determined by the sampled point terminal position i.e. APP position data of the sampled point terminal.
The area covered appraisal procedure based on data acquisition of terminal provided through the embodiment of the present invention, can be according to sampling
The network engineering parameter of the base station of the APP position data and serving cell of point terminal calculates between sampled point terminal and base station
First geographical location distance, wherein APP position data is derived from the location data of sampled point terminal, compared to the positioning of measurement report
The location data of data and artificial drive test, APP position data have higher accuracy and can be in a short time from seas
The scene more horn of plenty for obtaining in the sampled point terminal of amount, and covering；On this basis, the embodiment of the present invention combines service small
The cell scenario in area determines the peripheral base station of base station, the second geographical location between calculation base station and each peripheral base station of base station
The average value of distance；Finally adopted according to the first geographical location distance and the first ratio and the preset threshold determination of above-mentioned average value
Sampling point terminal whether be serving cell area covered point.It can be seen that the embodiment of the present invention can in conjunction with APP position data with
Network engineering parameter rapidly and accurately detects that there are the serving cells of area covered phenomenon, while the embodiment of the present invention can
More abundant scene is introduced by APP position data, is further obtained while promoting the accuracy of assessment result more preferable
Economy, stronger applicability and convenience.
Optionally, after executing step S170, referring to shown in Fig. 1 b, the embodiment of the present invention can also further be executed such as
Lower step:
Step S180: the first total number of sample points of whole sampled point terminals of statistical fractals cell and whole sampled points are whole
Second total number of sample points of area covered sampled point in end.
Specifically, the first total number of sample points is specially the total number of whole sampled point terminals, in specific implementation, is adopted when all
There are when invalid sampled point terminal in sampling point terminal, the first total number of sample points is specifically as follows in whole sampled point terminals effectively
Sampled point terminal total number.Wherein, when the sample point data of sampled point terminal is unavailable, which is regarded as
Invalid sampled point terminal；Conversely, the sampled point terminal is regarded as effectively when the sample point data of sampled point terminal is available
Sampled point terminal.
Second total number of sample points is that the total number of the terminal of area covered sampled point is judged as in whole sampled point terminals.
Step S190: obtaining the second ratio of the second total number of sample points and the first total number of sample points, exports the second ratio.
In specific implementation, the second ratio of the second total number of sample points Yu the first total number of sample points is obtained and exports, so as to phase
Pass personnel carry out the work such as engineering investigation, data analysis according to above-mentioned second ratio.Such as when the second ratio is higher (such as the
When two ratios are more than scheduled fractional threshold), the list of the higher serving cell of the second ratio can be exported to the fortune of operation
The relevant departments such as dimension or network optimization carry out engineering investigation.
The embodiment of the present invention also provides a kind of area covered assessment device based on data acquisition of terminal, shown in Figure 4,
Include:
Acquisition module 41, for acquiring the sample point data of sampled point terminal, wherein sample point data by preset interface
Include: sampled point terminal APP position data and sampled point terminal access serving cell mark.
Module 42 is obtained, the mark of the serving cell of the sampled point terminal access for acquiring according to acquisition module 41 obtains
The network engineering parameter of the base station of the serving cell of sampled point terminal access.
Computing module 43, the service that APP position data and acquisition module for being acquired according to acquisition module 41 obtain
The network engineering parameter of the base station of cell calculates the first geographical location distance between sampled point terminal and base station.
Processing module 44 determines base station according to the cell scenario of serving cell for determining the cell scenario of serving cell
Peripheral base station.
Computing module 43, be also used to according to processing module 44 determine base station peripheral base station calculation base station and base station it is every
The average value of the second geographical location distance between a peripheral base station.
Judgment module 45, for judging that the first geographical location distance that computing module 43 obtains is put down with what computing module obtained
Whether the first ratio of mean value is greater than preset threshold.
Determining module 46, if the judging result for judgment module 45 is yes, it is determined that sampled point terminal is serving cell
Area covered point.
Optionally, the area covered assessment device based on data acquisition of terminal can also include: statistical disposition module 47, use
Area covered is adopted in the first total number of sample points and whole sampled point terminals of whole sampled point terminals of statistical fractals cell
Second total number of sample points of sampling point；Obtain the second ratio of the second total number of sample points Yu first total number of sample points, output the
Two ratios.
All related contents for each step that above method embodiment is related to can quote the function of corresponding function module
It can describe, details are not described herein for effect.
Using integrated module, the area covered assessment device based on data acquisition of terminal includes: storage
Unit, processing unit and interface unit.Processing unit is used for the area covered assessment device based on data acquisition of terminal
Movement carries out control management, for example, processing unit is used to that the area covered based on data acquisition of terminal to be supported to assess device and execute
Each step in Fig. 1 a and Fig. 1 b.Interface unit is for area covered assessment device and other dresses based on data acquisition of terminal
The interaction set；Storage unit, for storing area covered assessment device code and data based on data acquisition of terminal.
Wherein, using processing unit as processor, storage unit is memory, and interface unit is for communication interface.Wherein,
Area covered assessment device based on data acquisition of terminal referring to fig. 5, including communication interface 501, processor 502, is deposited
Reservoir 503 and bus 504, communication interface 501, processor 502 are connected by bus 504 with memory 503.
Processor 502 can be a general central processor (Central Processing Unit, CPU), micro process
Device, application-specific integrated circuit (Application-Specific Integrated Circuit, ASIC) or one or more
A integrated circuit executed for controlling application scheme program.
Memory 503 can be read-only memory (Read-Only Memory, ROM) or can store static information and instruction
Other kinds of static storage device, random access memory (Random Access Memory, RAM) or letter can be stored
The other kinds of dynamic memory of breath and instruction, is also possible to Electrically Erasable Programmable Read-Only Memory (Electrically
Erasable Programmable Read-only Memory, EEPROM), CD-ROM (Compact Disc Read-
Only Memory, CD-ROM) or other optical disc storages, optical disc storage (including compression optical disc, laser disc, optical disc, digital universal
Optical disc, Blu-ray Disc etc.), magnetic disk storage medium or other magnetic storage apparatus or can be used in carrying or store to have referring to
Enable or data structure form desired program code and can by any other medium of computer access, but not limited to this.
Memory, which can be, to be individually present, and is connected by bus with processor.Memory can also be integrated with processor.
Wherein, memory 503 is used to store the application code for executing application scheme, and is controlled by processor 502
System executes.The interaction that communication interface 501 is used to that the area covered based on data acquisition of terminal to be supported to assess device and other devices.
Processor 502 is for executing the application code stored in memory 503, to realize the method in the embodiment of the present invention.
The step of method in conjunction with described in the disclosure of invention or algorithm can realize in a manner of hardware, can also
It is realized in a manner of being to execute software instruction by processor.The embodiment of the present invention also provides a kind of storage medium, which is situated between
Matter may include memory, for being stored as computer software used in the area covered assessment device based on data acquisition of terminal
Instruction, it includes execute program code designed by the area covered appraisal procedure based on data acquisition of terminal.Specifically, software
Instruction can be made of corresponding software module, and software module can be stored on random access memory (Random Access
Memory, RAM), flash memory, read-only memory (Read Only Memory, ROM), Erasable Programmable Read Only Memory EPROM
(Erasable Programmable ROM, EPROM), Electrically Erasable Programmable Read-Only Memory (Electrically EPROM,
EEPROM), register, hard disk, mobile hard disk, CD-ROM (CD-ROM) or any other form well known in the art are deposited
In storage media.A kind of illustrative storage medium is coupled to processor, believes to enable a processor to read from the storage medium
Breath, and information can be written to the storage medium.Certainly, storage medium is also possible to the component part of processor.
The embodiment of the present invention also provides a kind of computer program, which can be loaded directly into memory, and
Containing software code, which is loaded into via computer and can be realized after executing above-mentioned based on data acquisition of terminal
Area covered appraisal procedure.
Those skilled in the art are it will be appreciated that in said one or multiple examples, function described in the invention
It can be realized with hardware, software, firmware or their any combination.It when implemented in software, can be by these functions
Storage in computer-readable medium or as on computer-readable medium one or more instructions or code transmitted.
Computer-readable medium includes computer storage media and communication media, and wherein communication media includes convenient for from a place to another
Any medium of one place transmission computer program.Storage medium can be general or specialized computer can access it is any
Usable medium.
More than, only a specific embodiment of the invention, but scope of protection of the present invention is not limited thereto, and it is any to be familiar with
In the technical scope disclosed by the present invention, any changes or substitutions that can be easily thought of by those skilled in the art, should all cover
Within protection scope of the present invention.Therefore, protection scope of the present invention should be subject to the protection scope in claims.
Claims (11)
1. a kind of area covered appraisal procedure based on data acquisition of terminal characterized by comprising
The sample point data that sampled point terminal is obtained by preset interface, wherein the sample point data includes: the sampled point
The mark for the serving cell of terminal accessed using APP position data and the sampled point terminal；
The serving cell of the sampled point terminal access is obtained according to the mark of the serving cell of sampled point terminal access
The network engineering parameter of base station；
The sampled point terminal is calculated according to the APP position data and the network engineering parameter of the base station of the serving cell
The first geographical location distance between the base station；
The cell scenario for determining the serving cell determines the periphery base of the base station according to the cell scenario of the serving cell
It stands；
Calculate the average value of the second geographical location distance between the base station and each peripheral base station of the base station；
Judge whether first geographical location distance and the first ratio of the average value are greater than preset threshold；If judging result
It is yes, it is determined that sampled point terminal position is the area covered point of the serving cell.
2. the area covered appraisal procedure according to claim 1 based on data acquisition of terminal, which is characterized in that described small
Area's scene includes any one of following: core urban settings, the open scene of city suburbs scene and rural area.
3. the area covered appraisal procedure according to claim 1 or 2 based on data acquisition of terminal, which is characterized in that institute
It states after determining sampled point terminal position for the area covered point of the serving cell, the method also includes:
It counts in the first total number of sample points and whole sampled point terminals of whole sampled point terminals of the serving cell
Second total number of sample points of area covered sampled point；
The second ratio of second total number of sample points Yu first total number of sample points is obtained, second ratio is exported.
4. the area covered appraisal procedure according to claim 1 based on data acquisition of terminal, which is characterized in that described pre-
If threshold value is 3.
5. a kind of area covered based on data acquisition of terminal assesses device characterized by comprising
Acquisition module, for acquiring the sample point data of sampled point terminal by preset interface, wherein the sample point data packet
It includes: the mark of the APP position data of the sampled point terminal and the serving cell of sampled point terminal access；
Module is obtained, the mark of the serving cell of the sampled point terminal access for acquiring according to the acquisition module obtains
The network engineering parameter of the base station of the serving cell of the sampled point terminal access；
Computing module, APP position data and the service for obtaining module and obtaining for being acquired according to the acquisition module
The network engineering parameter of the base station of cell calculates the first geographical location distance between the sampled point terminal and the base station；
Processing module determines institute according to the cell scenario of the serving cell for determining the cell scenario of the serving cell
State the peripheral base station of base station；
The computing module, the peripheral base station for the base station for being also used to be determined according to the processing module calculate the base station with
The average value of the second geographical location distance between each peripheral base station of the base station；
Judgment module, the institute obtained for judging the first geographical location distance that the computing module obtains with the computing module
Whether the first ratio for stating average value is greater than preset threshold；
Determining module, if the judging result for the judgment module is yes, it is determined that sampled point terminal position is
The area covered point of the serving cell.
6. the area covered according to claim 5 based on data acquisition of terminal assesses device, which is characterized in that described small
Area's scene includes any one of following: core urban settings, the open scene of city suburbs scene and rural area.
7. the area covered according to claim 5 or 6 based on data acquisition of terminal assesses device, which is characterized in that institute
State device further include: statistical disposition module, it is total for counting the first sampled point of whole sampled point terminals of the serving cell
Second total number of sample points of area covered sampled point in several and described whole sampled point terminals；It is total to obtain second sampled point
Several the second ratios with first total number of sample points, export second ratio.
8. the area covered according to claim 5 based on data acquisition of terminal assesses device, which is characterized in that described pre-
If threshold value is 3.
9. a kind of area covered based on data acquisition of terminal assesses device characterized by comprising one or more processing
Device；The processor is used to execute the computer program code in memory, and computer program code includes instruction, to be based on
The area covered assessment device of data acquisition of terminal executes according to any one of claims 1-4 based on data acquisition of terminal
Area covered appraisal procedure.
10. a kind of storage medium, which is characterized in that the storage medium is stored with instruction code, and described instruction code is for holding
The row area covered appraisal procedure according to any one of claims 1-4 based on data acquisition of terminal.
11. a kind of computer program product, which is characterized in that the computer program product includes instruction code, described instruction
Code is for executing the area covered appraisal procedure according to any one of claims 1-4 based on data acquisition of terminal.
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