CN106412824A - Path load evaluation method and apparatus, and display system - Google Patents
Path load evaluation method and apparatus, and display system Download PDFInfo
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- CN106412824A CN106412824A CN201610803198.6A CN201610803198A CN106412824A CN 106412824 A CN106412824 A CN 106412824A CN 201610803198 A CN201610803198 A CN 201610803198A CN 106412824 A CN106412824 A CN 106412824A
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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
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
- H04W4/029—Location-based management or tracking services
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W64/00—Locating users or terminals or network equipment for network management purposes, e.g. mobility management
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Abstract
The embodiments of the present invention provide a path load evaluation method and apparatus, and a display system, relating to the field of communications and capable of analyzing loads of paths corresponding to a plurality of users without acquiring movement loci of the plurality of users. The method comprises: acquiring user data, the user data comprising a user number and a user resident cell identifier corresponding to the user number; querying a working parameter list according to the user resident cell identifier, and acquiring a user resident cell geographical location; acquiring a user path expression according to the user resident cell geographical location; and acquiring a user load number according to the user path expression, wherein the user load number is the quantity of the same path user numbers, and the user load number is used for evaluating loads of paths corresponding to the same user resident cell geographical location set. The present invention is used for evaluating path loads.
Description
Technical field
The present invention relates to the communications field, more particularly, to a kind of path load appraisal procedure, device and display system.
Background technology
Recently as the fast development of mobile communication technology, mobile terminal is popularized in a large number, widely applies in mobile terminal
While also create substantial amounts of user data.User data according to produced by mobile terminal, can obtain user path, lead to
Cross assessment user path and will be seen that the access behavior before user and the access behavior after prediction user, in order to network
Service provider targetedly provides service for user.Such as telecom operators can be more efficient by acquisition user path
Configuration network resource and provide the user to have and targetedly service.
Obtain in prior art and relatively conventional in the method in user path include that (English is complete using global positioning system
Claim：Global Positioning System, English abbreviation：GPS) the location positioning to user, by continuous GPS location Lai
Obtain the continuous path of user, and user path is obtained according to the continuous path of user.Said method can be directly right using GPS
User carries out consecutive tracking and obtains user path, but the user being in mobile status in mobile communication scene is analyzed
When, it is only capable of being analyzed for the motion track of unique user or predicting to obtain the user path of this unique user, work as needs
Assessing multiple mobile subscribers during the load in user path, then needs to obtain the plurality of user respectively in this scene in certain scene
Under user's motion track, and obtain the user path of the plurality of user respectively according to user's motion track, in order to according to should
The user path of multiple users is analyzed to the load in user path, therefore using such scheme, user's path load is being entered
During row assessment, consume more resource, reduce the efficiency of path load assessment.
Content of the invention
The application provides a kind of path load appraisal procedure, device and display system, can need not obtain multiple users
On the premise of motion track, the load of multiple user's respective path is analyzed.
In a first aspect, embodiments of the invention provide a kind of path load appraisal procedure, including：Obtain user data, use
User data includes Subscriber Number and user persistent district corresponding with Subscriber Number mark；Looked into according to user persistent district mark
Ask running parameter table and obtain user persistent district geographical position；User's routing table is obtained according to user persistent district geographical position
Reach, user's path expression includes the set of Subscriber Number user persistent district corresponding with Subscriber Number geographical position；According to user
Path expression obtains customer charge number, and customer charge number is the quantity of same paths Subscriber Number, and same paths Subscriber Number is
The Subscriber Number of corresponding identical user persistent district geographical position set, customer charge number is used for assessing identical user resident
The load of respective path is gathered in cell geographical position.
Second aspect, embodiments of the invention provide a kind of path load apparatus for evaluating, including：Acquisition module, is configured
For obtaining user data, user data includes Subscriber Number and user persistent district corresponding with Subscriber Number mark；Process
Module, is configured to identify inquiry running parameter table acquisition user persistent district geographical position according to user persistent district；According to
User persistent district geographical position obtains user's path expression, and it is corresponding with Subscriber Number that user's path expression includes Subscriber Number
User persistent district geographical position set；Customer charge number is obtained according to user's path expression, customer charge number is mutually to go the same way
The quantity of footpath Subscriber Number, same paths Subscriber Number is the user number of corresponding identical user persistent district geographical position set
Code, customer charge number is used for assessing the load that respective path is gathered in identical user persistent district geographical position.
The third aspect, embodiments of the invention provide a kind of path load display system, including the enforcement of such as second aspect
The path load apparatus for evaluating providing in example and display unit；Path load apparatus for evaluating, is configured to send out to display unit
Send the set of user persistent district geographical position and gather corresponding customer charge number with user persistent district geographical position；Display
Unit, is configured to gather the corresponding user trajectory of acquisition according to user persistent district geographical position, and according to customer charge number
Corresponding display pattern shows user trajectory.
A kind of path load appraisal procedure, device and display system that embodiments of the invention provide, first according to user
Persistent district mark obtains the resident mistake of user or just in resident cell, and enters one according to user's cell ID and running parameter table
Step determines the resident mistake of user or just in the geographical position of resident cell, the i.e. geographical position of this user's approach, obtains afterwards and uses
Family path expression is the set in the geographical position of user's approach, reaches the purpose obtaining user corresponding user path, last root
Obtain customer charge number according to user's path expression, i.e. the quantity of the user in approach same user path, such that it is able to according to user
Load number assesses the load that this user path is that respective path is gathered in identical user persistent district geographical position.Therefore the application
The path load appraisal procedure providing, can obtain many for assessing this on the premise of need not obtaining multiple user's motion tracks
The customer charge number of path load corresponding to individual user, decreases the consumed resource of path load assessment, improves path and bear
The efficiency of lotus assessment.
Brief description
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, embodiment will be described below
In required use accompanying drawing be briefly described it should be apparent that, drawings in the following description be only the present invention some
Embodiment, for those of ordinary skill in the art, on the premise of not paying creative work, can also be attached according to these
Figure obtains other accompanying drawings.
A kind of indicative flowchart of path load appraisal procedure that Fig. 1 is provided by embodiments of the invention；
A kind of indicative flowchart of path load appraisal procedure that Fig. 2 is provided by another embodiment of the present invention；
A kind of schematic diagram of path load apparatus for evaluating that Fig. 3 is provided by embodiments of the invention；
A kind of path load that Fig. 4 is provided by embodiments of the invention assesses the schematic diagram of display system.
Specific embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation description is it is clear that described embodiment is only a part of embodiment of the present invention, rather than whole embodiments.It is based on
Embodiment in the present invention, it is every other that those of ordinary skill in the art are obtained under the premise of not making creative work
Embodiment, broadly falls into the scope of protection of the invention.
For the ease of clearly describing the technical scheme of the embodiment of the present invention, in an embodiment of the present invention, employ " the
One ", the printed words such as " second " identical entry essentially identical to function and effect or similar item make a distinction, and those skilled in the art can
To understand that the printed words such as " first ", " second " are not that quantity and execution order are being defined.
In a mobile network, regular may be in mobile status using the user of user equipment, use under normal circumstances
Family is constantly in the state of shift in position at one end in the time, or this user is likely to after a certain place stays for some time
There is shift in position.
Can be cashed due to track within a period of time for the user and be：User in a certain place stop one end time, then
Move along certain path, keep resting state after reaching objective, movement in network topology for this user
Track can show as：User stops one end time under a certain network node, afterwards a series of network node of approach, arrives
Resting state is kept, this user institute in a network can be passed through in the therefore user path of this user after reaching another network node
Persistent district is being described.
Embodiments of the invention pass through to obtain user persistent district, and obtain the geographical position of user persistent district further
Put, the geographical position set identical number of users of counting user persistent district, that is, count the number of the user through same paths
Amount, this number of users can be used for assessing the path load of this same paths.
As shown in Figure 1, The embodiment provides a kind of path load appraisal procedure, including：
101st, obtain user data.
Wherein, user data includes Subscriber Number and user persistent district corresponding with Subscriber Number mark.
Specifically, Subscriber Number is used for indicating corresponding user, can be in the reality implementing the present invention according to this Subscriber Number
Apply and in the network of path load appraisal procedure that example provided or system, uniquely determine corresponding user.Exemplary, user number
Code can include international mobile subscriber identity (the English full name of user：International Mobile Subscriber
Identification Number, English abbreviation：IMSI), mobile subscriber number (English full name：Mobile Subscriber
International ISDN/PSTN number, English abbreviation：MSISDN) or other can uniquely indicate user user compile
Number etc..
User persistent district identifies the cell resident for indicating user, can be uniquely true according to user persistent district mark
Fixed corresponding cell, this cell is the cell of the corresponding resident mistake of user.Exemplary, user persistent district mark can include position
Put area's coding (English full name：Location Area Code, English abbreviation：LAC), Tracking Area Code (English full name：
Tracking Area Code, English abbreviation：TAC), Routing Area code (English full name：Routing Area Identifier
Code, English abbreviation：) and cell identification (English full name RAC：Cell id, English abbreviation：CI), wherein according to LAC, TAC,
RAC any of which and CI can uniquely determine the resident cell of corresponding user.
It should be noted that user data can include multiple Subscriber Numbers and use corresponding with the plurality of number respectively
Family persistent district identifies, and wherein each Subscriber Number can correspond to multiple user persistent districts mark, i.e. this Subscriber Number mark
User in the identified cell of mark of this Subscriber Number corresponding user persistent district resident mistake or just resident.
102nd, inquiry running parameter table is identified according to user persistent district and obtain user persistent district geographical position.
Specifically, running parameter table is corresponding with user persistent district geographical position for instruction user persistent district mark
Relation, user persistent district geographical position is used for identifying the geographical position of respective cell, according to user persistent district mark and
User persistent district geographical position acquired in running parameter table, is the resident mistake of the corresponding user of Subscriber Number or just resident
The geographical position of cell.Wherein because the user that user persistent district is designated in acquired user data in step 101 stays
Stay cell ID, user persistent district mark is corresponding with Subscriber Number, therefore according to user persistent district mark and work ginseng
User persistent district geographical position acquired in number table is also corresponding with identical Subscriber Number.Running parameter table can be for setting in advance
Put or obtain from corresponding device or system.
Exemplary, user persistent district geographical position includes the longitude and latitude of respective cell place base station, needs explanation
It is that, when having multiple cell on same base station, user persistent district geographical position also includes the antenna azimuth of respective cell, should
Antenna azimuth is the antenna azimuth of respective cell place base station, can be unique according to antenna azimuth and latitude and longitude of base station
Determine the geographical position of respective cell.
103rd, user's path expression is obtained according to user persistent district geographical position.
Wherein, user's path expression includes Subscriber Number user persistent district corresponding with Subscriber Number geographical position collection
Close.
Specifically, user persistent district corresponding with Subscriber Number geographical position set, can be corresponding same subscriber number
The set in the user persistent district geographical position of code, the set of user persistent district corresponding with Subscriber Number geographical position can be managed
Solve for the resident mistake of user of this Subscriber Number instruction or just in the set in the geographical position of resident cell, that is, this user passes through
The set in geographical position, is considered the movement track i.e. user path of this user of this user.
104th, customer charge number is obtained according to user's path expression.
Wherein, customer charge number is the quantity of same paths Subscriber Number, and same paths Subscriber Number is corresponding identical
The Subscriber Number of user persistent district geographical position set, customer charge number is used for assessing identical user persistent district geography position
Put the load of set respective path.
Specifically, same paths Subscriber Number is the user number of corresponding identical user persistent district geographical position set
Code, the plurality of user when being construed as the resident mistake of multiple users or just gathering all same in the geographical position of resident cell
Each self-corresponding Subscriber Number is it is understood that be the Subscriber Number of user path same subscriber.Therefore customer charge number is permissible
It is understood to the quantity of the user by same user path, it is right that this same path and user persistent district geographical position are gathered
Should, the load in this same user path can be assessed according to this customer charge number.
A kind of path load appraisal procedure that embodiments of the invention provide, identifies according to user persistent district first and obtains
The resident mistake of user or just in resident cell, and the resident mistake of user is further determined that according to user's cell ID and running parameter table
Or just in the geographical position of resident cell, the i.e. geographical position of this user's approach, obtaining user's path expression afterwards is user
The set in the geographical position of approach, reaches the purpose obtaining user corresponding user path, obtains finally according to user's path expression
Take customer charge number, i.e. the quantity of the user in approach same user path, such that it is able to this user is assessed according to customer charge number
Path is the load that respective path is gathered in identical user persistent district geographical position.The path load that therefore the application provides is commented
Estimate method, can obtain for assessing path corresponding to the plurality of user on the premise of need not obtaining multiple user's motion tracks
The customer charge number of load, decreases the consumed resource of path load assessment, improves the efficiency of path load assessment.
Specifically, as shown in Figure 2, The embodiment provides a kind of path load appraisal procedure, including：
201st, obtain user data.
Referring in particular to step 101 in above-described embodiment.
Specifically, user data can also include user residence time corresponding with Subscriber Number, and user's residence time is used
In instruction, is resided in the user of Subscriber Number instruction the time of cell.
Specifically, user data can be second filial generation mobile communication technology (English full name：2-Generation
Wireless telephone technology, English abbreviation：2G)/G mobile communication (English full name：3rd-
Generation, English abbreviation：3G) lattice network domain call details record (English full name：Call Details Record, English
Literary composition is referred to as：CDR) data, 2/3G network packet domain Iu-PS mouth signaling plane and user face data and Gn mouth data, 2/3G network are used
Family single information data, forth generation mobile communication technology (English full name in detail：the 4th Generation mobile
Communication technology, English abbreviation：4G) one of network packet domain signaling face and user face data or many
Kind.Foreseeable, when acquired user data species in same time range is abundanter, acquired user path is more accurate
Really.
202nd, reject frequent switching Subscriber Number from user data and the corresponding user of frequent switching Subscriber Number stays
Stay cell ID.
Wherein, the update times of frequent switching Subscriber Number corresponding user persistent district mark exceed update times threshold
Value.
Specifically, by estimate user path it needs to be determined that user in the range of certain time resident mistake cell, and
When user is in mobile status in above-mentioned time range, may move repeatedly in the bounds of two or more cells,
Lead to it in two or more minizones frequent switching, so that the resident cell of this user switched in the range of certain time
Acutely, due to the negligible amounts of above-mentioned user, and need to expend more process when obtaining the user path of above-mentioned user
Resource.Determine corresponding same Subscriber Number therefore in user data and update times exceed update times threshold value user resident
Cell ID, and this Subscriber Number is frequent switching Subscriber Number and the mark deletion of corresponding user persistent district.
Update times threshold value can obtain for pre-setting or from related device or system.Preferably, update
Frequency threshold value can be 100.
203rd, user data is sampled with time threshold for step-length.
Specifically, need the amount of user data of analysis to reduce on the premise of not loss analysis effect, can be with
Time threshold is sampled to user data for step-length, and carries out follow-up analysis according to the user data after sampling, in sampling
In user data afterwards, the difference between any two user's residence time is less than this time threshold.Preferably, time threshold
It can be 10 minutes.
Further, can be that corresponding user's residence time is chosen in the range of preset time in user data
Subscriber Number and user persistent district corresponding with Subscriber Number mark, in order to analyze user path in particular time range
Load.Preferably, preset time may range from the morning peak travel time (7:00am-9:00am).
Exemplary, choose user's residence time in the morning peak travel time (7:00am-9：User data in 00am)
As object of study, it was sampled with 10 minutes for time threshold, the time of 2 hours is divided into 12 sampling intervals, sampling
In user data afterwards, the difference between two user's residence times is less than 10 minutes.
204th, determine the user persistent district mark of corresponding same subscriber number in the user data of sampling.
205th, by user's residence time user the latest corresponding in the user persistent district mark of corresponding same subscriber number
Persistent district mark is defined as up-to-date user persistent district mark.
Wherein, up-to-date user persistent district mark is corresponding with same subscriber number.
Preferably, according to user's residence time, the user persistent district mark of corresponding same subscriber number can be arranged
Row, and in putting in order user persistent district mark the most rearward as up-to-date user persistent district mark.
Exemplary, determine that first user persistent district mark is resident with second user little in the user data after arrangement
Area identifies, and wherein first user persistent district identifies corresponding Subscriber Number and identifies corresponding user with second user persistent district
Number is identical, and first user persistent district identifies corresponding user's residence time and identifies correspondence early than second user persistent district
User's residence time, therefore delete first user persistent district mark.
Further, due in adjacent time interval user be not necessarily in mobile status, even if or at user
In movement, the resident cell of this user also may not necessarily switch over, therefore as the user that two adjacent intervals are each up-to-date
The each up-to-date user persistent district in two identical and adjacent intervals of persistent district mark identifies corresponding Subscriber Number
When identical, any one up-to-date user in user persistent district mark each up-to-date for this two adjacent interval can be stayed
Cell ID is stayed to remove.
206th, user persistent district geographical position is obtained according to up-to-date user persistent district mark inquiry running parameter table.
Referring in particular to above-described embodiment step 102, will not be described here.
Exemplary, LAC and CI can be identified as user persistent district, up-to-date user persistent district mark and
As shown in the table with the up-to-date user persistent district corresponding Subscriber Number of mark：
| Subscriber Number | LAC | CI |
| A | 11111 | 22222 |
| A | 33333 | 44444 |
| A | 55555 | 66666 |
| B | 77777 | 88888 |
| B | 99999 | 11111 |
Wherein Subscriber Number includes A and B, indicates respectively two different users.
Acquired user persistent district geographical position is as shown in the table：
| Subscriber Number | Longitude | Latitude | Antenna azimuth | LAC | CI |
| A | X1 | Y1 | Z1 | 11111 | 22222 |
| A | X2 | Y2 | Z2 | 33333 | 44444 |
| A | X3 | Y3 | Z3 | 55555 | 66666 |
| B | X4 | Y4 | Z4 | 77777 | 88888 |
| B | X5 | Y5 | Z5 | 99999 | 11111 |
Wherein can uniquely determine that corresponding user persistent district mark corresponds to reference to longitude, dimension and antenna azimuth
Cell geographical position.
207th, user's path expression is obtained according to user persistent district geographical position.
Referring in particular to above-described embodiment step 103.
Exemplary, user's path expression can be as shown in the table:
Wherein, longitude _ latitude is the set of user persistent district geographical position, by every group of longitude and latitude is sat as one group
Mark, and the longitude and latitude of multigroup coordinate is connected by underscore, generation form is " longitude 1_ latitude 1, longitude 2_ latitude 2, longitude 3_
The user persistent district geographical position set of latitude 3 ... ", for identifying same path.
208th, customer charge number is obtained according to user's path expression.
Referring in particular to above-described embodiment step 104.
Exemplary, user's path expression can be as shown in the table with corresponding customer charge number:
A kind of path load appraisal procedure that embodiments of the invention provide, is determined by obtaining user persistent district mark
The resident mistake of user or just in resident cell, and the resident mistake of user is further determined that or just resident according to user's cell ID
The geographical position of cell, the geographical position that is, this user passes through, obtaining user's path expression afterwards is the geography that user is passed through
The set of position, reaches the purpose obtaining user corresponding user path, obtains customer charge finally according to user's path expression
Number, that is, correspond to the quantity of the user in same user path, and this same path is that identical user persistent district geographical position is gathered
Respective path, can assess the load in this same path according to customer charge number.The path load assessment that therefore the application provides
Method, can obtain for assessing the plurality of user's respective path load on the premise of need not obtaining multiple user's motion tracks
Customer charge number, decrease path load the consumed resource of assessment, improve the efficiency of path load assessment.
As shown in Figure 3, The embodiment provides a kind of path load apparatus for evaluating 301 is it is characterised in that wrap
Include：
Acquisition module 302, be configured to obtain user data, user data include Subscriber Number and with Subscriber Number pair
The user persistent district mark answered.
Wherein, user data includes Subscriber Number and user persistent district corresponding with Subscriber Number mark.
Specifically, Subscriber Number is used for indicating corresponding user, can be in the reality implementing the present invention according to this Subscriber Number
Apply and in the network of path load appraisal procedure that example provided or system, uniquely determine corresponding user.Exemplary, user number
Code can include international mobile subscriber identity (the English full name of user：International Mobile Subscriber
Identification Number, English abbreviation：IMSI), mobile subscriber number (English full name：Mobile Subscriber
International ISDN/PSTN number, English abbreviation：MSISDN) or other can uniquely indicate user user compile
Number etc..
User persistent district identifies the cell resident for indicating user, can be uniquely true according to user persistent district mark
Fixed corresponding cell, this cell is the cell of the corresponding resident mistake of user.Exemplary, user persistent district mark can include position
Put area's coding (English full name：Location Area Code, English abbreviation：LAC), Tracking Area Code (English full name：
Tracking Area Code, English abbreviation：TAC), Routing Area code (English full name：Routing Area Identifier
Code, English abbreviation：) and cell identification (English full name RAC：Cell id, English abbreviation：CI), wherein according to LAC, TAC,
RAC any of which and CI can uniquely determine the resident cell of corresponding user.
It should be noted that user data can include multiple Subscriber Numbers and use corresponding with the plurality of number respectively
Family persistent district identifies, and wherein each Subscriber Number can correspond to multiple user persistent districts mark, i.e. this Subscriber Number mark
User in the identified cell of mark of this Subscriber Number corresponding user persistent district resident mistake or just resident.
Processing module 303, is configured to resident little according to user persistent district mark inquiry running parameter table acquisition user
Area geographical position.
According to user persistent district geographical position obtain user's path expression, user's path expression include Subscriber Number and
Subscriber Number corresponding user persistent district geographical position is gathered.
Customer charge number is obtained according to user's path expression, customer charge number is the quantity of same paths Subscriber Number, phase
The Subscriber Number being the set of corresponding identical user persistent district geographical position with path Subscriber Number, customer charge number is used for commenting
Estimate the load that respective path is gathered in identical user persistent district geographical position.
Specifically, running parameter table is corresponding with user persistent district geographical position for instruction user persistent district mark
Relation, user persistent district geographical position is used for identifying the geographical position of respective cell, according to user persistent district mark and
User persistent district geographical position acquired in running parameter table, is the resident mistake of the corresponding user of Subscriber Number or just resident
The geographical position of cell.Wherein it is designated the user persistent district mark in acquired user data due to user persistent district
Know, user persistent district mark is corresponding with Subscriber Number, therefore obtained according to user persistent district mark and running parameter table
The user persistent district geographical position taking is also corresponding with identical Subscriber Number.Running parameter table can also may be used for pre-setting
Think and obtain from corresponding device or system.
Exemplary, user persistent district geographical position includes the longitude and latitude of respective cell place base station, needs explanation
It is that, when having multiple cell on same base station, user persistent district geographical position also includes the antenna azimuth of respective cell, should
Antenna azimuth is the antenna azimuth of respective cell place base station, can be unique according to antenna azimuth and latitude and longitude of base station
Determine the geographical position of respective cell.
Wherein, user's path expression includes Subscriber Number user persistent district corresponding with Subscriber Number geographical position collection
Close.
Specifically, user persistent district corresponding with Subscriber Number geographical position set, can be corresponding same subscriber number
The set in the user persistent district geographical position of code, the set of user persistent district corresponding with Subscriber Number geographical position can be managed
Solve for the resident mistake of user of this Subscriber Number instruction or just in the set in the geographical position of resident cell, that is, this user passes through
The set in geographical position, is considered the movement track i.e. user path of this user of this user.
Wherein, customer charge number is the quantity of same paths Subscriber Number, and same paths Subscriber Number is corresponding identical
The Subscriber Number of user persistent district geographical position set, customer charge number is used for assessing identical user persistent district geography position
Put the load of set respective path.
Specifically, same paths Subscriber Number is the user number of corresponding identical user persistent district geographical position set
Code, the plurality of user when being construed as the resident mistake of multiple users or just gathering all same in the geographical position of resident cell
Each self-corresponding Subscriber Number is it is understood that be the Subscriber Number of user path same subscriber.Therefore customer charge number is permissible
It is understood to the quantity of the user by same user path, it is right that this same path and user persistent district geographical position are gathered
Should, the load in this same user path can be assessed according to this customer charge number.
A kind of path load apparatus for evaluating that embodiments of the invention provide, identifies according to user persistent district and obtains user
Resident mistake or just in resident cell, and the resident mistake of user or just is further determined that according to user's cell ID and running parameter table
In the geographical position of resident cell, the i.e. geographical position of this user's approach, obtain the ground that user's path expression is user's approach
The set of reason position, reaches the purpose obtaining user corresponding user path, obtains customer charge number according to user's path expression,
The i.e. quantity of the user in approach same user path, is that identical is used such that it is able to assess this user path according to customer charge number
The load of respective path is gathered in family persistent district geographical position.The path load apparatus for evaluating that therefore the application provides, Neng Gou
Obtain on the premise of multiple user's motion tracks need not be obtained and bear for the user assessing path load corresponding to the plurality of user
Lotus number, decreases the consumed resource of path load assessment, improves the efficiency of path load assessment.
Further, acquisition module 302 is additionally configured to:
Reject frequent switching Subscriber Number from user data and the corresponding user of frequent switching Subscriber Number is resident little
Area identifies, and the update times of frequent switching Subscriber Number corresponding user persistent district mark exceed update times threshold value.
Wherein, the update times of frequent switching Subscriber Number corresponding user persistent district mark exceed update times threshold
Value.
Specifically, by estimate user path it needs to be determined that user in the range of certain time resident mistake cell, and
When user is in mobile status in above-mentioned time range, may move repeatedly in the bounds of two or more cells,
Lead to it in two or more minizones frequent switching, so that the resident cell of this user switched in the range of certain time
Acutely, due to the negligible amounts of above-mentioned user, and need to expend more process when obtaining the user path of above-mentioned user
Resource.Determine corresponding same Subscriber Number therefore in user data and update times exceed update times threshold value user resident
Cell ID, and this Subscriber Number is frequent switching Subscriber Number and the mark deletion of corresponding user persistent district.
Update times threshold value can obtain for pre-setting or from related device or system.Preferably, update
Frequency threshold value can be 100.
Further, user data also includes user residence time corresponding with Subscriber Number；
Processing module 303 is additionally configured to：
User data is sampled with preset time threshold for sampling step-length；
Determine the user persistent district mark of corresponding same subscriber number in the user data of sampling, identical use will be corresponded to
In the user persistent district mark of family number corresponding user's residence time user persistent district mark the latest be defined as up-to-date
User persistent district identifies, and up-to-date user persistent district mark is corresponding with same subscriber number；
Processing module 303 is specifically configured to：
User persistent district geographical position is obtained according to up-to-date user persistent district mark inquiry running parameter table.
Specifically, need the amount of user data of analysis to reduce on the premise of not loss analysis effect, can be with
Time threshold is sampled to user data for step-length, and carries out follow-up analysis according to the user data after sampling, in sampling
In user data afterwards, the difference between any two user's residence time is less than this time threshold.Preferably, time threshold
It can be 10 minutes.
Further, can be that corresponding user's residence time is chosen in the range of preset time in user data
Subscriber Number and user persistent district corresponding with Subscriber Number mark, in order to analyze user path in particular time range
Load.Preferably, preset time may range from the morning peak travel time (7:00am-9:00am).
Exemplary, choose user's residence time in the morning peak travel time (7:00am-9：User data in 00am)
As object of study, it was sampled with 10 minutes for time threshold, the time of 2 hours is divided into 12 sampling intervals, sampling
In user data afterwards, the difference between two user's residence times is less than 10 minutes.
Wherein, up-to-date user persistent district mark is corresponding with same subscriber number.
Preferably, according to user's residence time, the user persistent district mark of corresponding same subscriber number can be arranged
Row, and in putting in order user persistent district mark the most rearward as up-to-date user persistent district mark.
Exemplary, determine that first user persistent district mark is resident with second user little in the user data after arrangement
Area identifies, and wherein first user persistent district identifies corresponding Subscriber Number and identifies corresponding user with second user persistent district
Number is identical, and first user persistent district identifies corresponding user's residence time and identifies correspondence early than second user persistent district
User's residence time, therefore delete first user persistent district mark.
Further, due in adjacent time interval user be not necessarily in mobile status, even if or at user
In movement, the resident cell of this user also may not necessarily switch over, therefore as the user that two adjacent intervals are each up-to-date
The each up-to-date user persistent district in two identical and adjacent intervals of persistent district mark identifies corresponding Subscriber Number
When identical, any one up-to-date user in user persistent district mark each up-to-date for this two adjacent interval can be stayed
Cell ID is stayed to remove.
As shown in Figure 4, The embodiment provides a kind of path load assesses display system 401, including as above
The path load apparatus for evaluating 402 providing in embodiment and display unit 403 are provided；
Path load apparatus for evaluating 402, is configured to send the set of user persistent district geographical position to display unit 403
And gather corresponding customer charge number with user persistent district geographical position；
Display unit 403, is configured to gather the corresponding user trajectory of acquisition according to user persistent district geographical position, and
Show described user trajectory according to the corresponding display pattern of customer charge number.
Specifically, gathering the corresponding user trajectory of acquisition according to user persistent district geographical position can be to be stayed according to user
Stay the longitude and latitude in the set of cell geographical position to obtain corresponding path point, and obtain corresponding user's rail according to multiple path point
Mark.Customer charge number can correspond to corresponding display pattern, can be shown according to the corresponding display pattern of customer charge number and use
Family load number corresponding user persistent district geographical position is gathered, and is shown according to the corresponding display pattern of customer charge number and uses
The corresponding user trajectory of family load number.
Exemplary, can according to customer charge number number make its corresponding corresponding color or display line weight,
Obtain the corresponding color of customer charge number with display line weight after, on the display unit according to this color with show lines thick
The thin display corresponding user trajectory of customer charge number.
A kind of path load assessment display system that embodiments of the invention provide, identifies according to user persistent district first
Obtain the resident mistake of user or just in resident cell, and further determine that user stays according to user's cell ID with running parameter table
Stayed or just in the geographical position of resident cell, the i.e. geographical position of this user's approach, obtaining user's path expression afterwards is
The set in the geographical position of user's approach, reaches the purpose obtaining user corresponding user path, finally according to user's routing table
Reach acquisition customer charge number, i.e. the quantity of the user in approach same user path, such that it is able to be somebody's turn to do according to the assessment of customer charge number
User path is the load that respective path is gathered in identical user persistent district geographical position.The path that therefore the application provides is born
Lotus appraisal procedure, can obtain for assessing corresponding to the plurality of user on the premise of need not obtaining multiple user's motion tracks
The customer charge number of path load, decreases the consumed resource of path load assessment, improves the efficiency of path load assessment.
Through the above description of the embodiments, those skilled in the art can be understood that the present invention is permissible
Realized with hardware, or firmware is realized, or combinations thereof mode is realizing.When implemented in software, can be by above-mentioned functions
It is stored in computer-readable medium or be transmitted as the one or more instructions on computer-readable medium or code.Meter
Calculation machine computer-readable recording medium includes computer-readable storage medium and communication media, and wherein communication media includes being easy to from a place to another
Any medium of individual local transmission computer program.Storage medium can be any usable medium that computer can access.With
As a example this but be not limited to：Computer-readable medium can include random access memory (English full name：Random Access
Memory, English abbreviation：RAM), read only memory (English full name：Read Only Memory, English abbreviation：ROM), electricity can
EPROM (English full name：Electrically Erasable Programmable Read Only
Memory, English abbreviation：EEPROM), read-only optical disc (English full name：Compact Disc Read Only Memory, English
Referred to as：CD-ROM) or other optical disc storage, magnetic disk storage medium or other magnetic storage apparatus or can be used in carry or
Storage have instruction or data structure form desired program code and can be by any other medium of computer access.This
Outward.Any connection can be suitable become computer-readable medium.For example, if software be using coaxial cable, optical fiber cable,
Twisted-pair feeder, digital subscriber line (English full name：Digital Subscriber Line, English abbreviation：DSL) or such as red
The wireless technology of outside line, radio and microwave etc is transmitted from website, server or other remote sources, then coaxial electrical
The wireless technology of cable, optical fiber cable, twisted-pair feeder, DSL or such as infrared ray, wireless and microwave etc is included in computer-readable
In the definition of medium.
Through the above description of the embodiments, those skilled in the art can be understood that, when with software
When mode realizes the present invention, can will be used for executing the instruction of said method or code is stored in computer-readable medium or logical
Cross computer-readable medium to be transmitted.Computer-readable medium includes computer-readable storage medium and communication media, wherein communicates
Medium includes being easy to transmitting any medium of computer program from a place to another place.Storage medium can be calculated
Any usable medium that machine can access.As example but be not limited to：Computer-readable medium can include RAM, ROM, electricity can
EPROM (full name：Electrically erasable programmable read-only memory,
Referred to as：EEPROM), CD, disk or other magnetic storage apparatus or can be used in carrying or store there is instruction or data
The desired program code of version simultaneously can be by any other medium of computer access.
The above, the only specific embodiment of the present invention, but protection scope of the present invention is not limited thereto, and any
Those familiar with the art the invention discloses technical scope in, change or replacement can be readily occurred in, all should contain
Cover within protection scope of the present invention.Therefore, protection scope of the present invention should described be defined by scope of the claims.
Claims (9)
1. a kind of path load appraisal procedure is it is characterised in that include：
Obtain user data, described user data includes Subscriber Number and user persistent district corresponding with described Subscriber Number
Mark；
Inquiry running parameter table is identified according to described user persistent district and obtains user persistent district geographical position；
User's path expression is obtained according to described user persistent district geographical position, described user's path expression includes described user
Number user persistent district corresponding with described Subscriber Number geographical position is gathered；
Customer charge number is obtained according to described user's path expression, described customer charge number is the number of same paths Subscriber Number
Amount, described same paths Subscriber Number is the Subscriber Number of corresponding identical user persistent district geographical position set, described use
Family load number is used for assessing the load that respective path is gathered in described identical user persistent district geographical position.
2. path load appraisal procedure according to claim 1 it is characterised in that described according to described user persistent district
Before mark inquiry running parameter table obtains user persistent district geographical position, methods described also includes：
Reject frequent switching Subscriber Number from described user data and the corresponding user of described frequent switching Subscriber Number stays
Stay cell ID, the update times of described frequent switching Subscriber Number corresponding user persistent district mark exceed update times threshold
Value.
3. path load appraisal procedure according to claim 1 it is characterised in that described user data also include with described
Subscriber Number corresponding user residence time；
Before the described mark inquiry running parameter table acquisition user persistent district geographical position according to described user persistent district, institute
Method of stating also includes：
Described user data is sampled with preset time threshold for sampling step-length；
Determine the user persistent district mark of corresponding same subscriber number in the user data of sampling, by identical for described correspondence use
In the user persistent district mark of family number corresponding user's residence time user persistent district mark the latest be defined as up-to-date
User persistent district identifies, and described up-to-date user persistent district mark is corresponding with described same subscriber number；
Described mark according to described user persistent district inquires about running parameter table acquisition user persistent district geographical position, including：
User persistent district geographical position is obtained according to described up-to-date user persistent district mark inquiry running parameter table.
4. path load appraisal procedure according to claim 3 it is characterised in that described by described corresponding same subscriber number
In the user persistent district mark of code, corresponding user's residence time user persistent district mark the latest is defined as up-to-date user
Persistent district identifies, including：
According to described user's residence time, the user persistent district mark of described corresponding same subscriber number is arranged, and will
In putting in order, user persistent district mark the most rearward is as described up-to-date user persistent district mark.
5. a kind of path load apparatus for evaluating is it is characterised in that include：
Acquisition module, be configured to obtain user data, described user data include Subscriber Number and with described Subscriber Number
Corresponding user persistent district mark；
Processing module, is configured to identify inquiry running parameter table with obtaining user persistent district according to described user persistent district
Reason position；
User's path expression is obtained according to described user persistent district geographical position, described user's path expression includes described user
Number user persistent district corresponding with described Subscriber Number geographical position is gathered；
Customer charge number is obtained according to described user's path expression, described customer charge number is the number of same paths Subscriber Number
Amount, described same paths Subscriber Number is the Subscriber Number of corresponding identical user persistent district geographical position set, described use
Family load number is used for assessing the load that respective path is gathered in described identical user persistent district geographical position.
6. path load apparatus for evaluating according to claim 5 is it is characterised in that described acquisition module is additionally configured to:
Reject frequent switching Subscriber Number from described user data and the corresponding user of described frequent switching Subscriber Number stays
Stay cell ID, the update times of described frequent switching Subscriber Number corresponding user persistent district mark exceed update times threshold
Value.
7. path load apparatus for evaluating according to claim 5 it is characterised in that described user data also include with described
Subscriber Number corresponding user residence time；
Described processing module is additionally configured to：
Described user data is sampled with preset time threshold for sampling step-length；
Determine the user persistent district mark of corresponding same subscriber number in the user data of sampling, by identical for described correspondence use
In the user persistent district mark of family number corresponding user's residence time user persistent district mark the latest be defined as up-to-date
User persistent district identifies, and described up-to-date user persistent district mark is corresponding with described same subscriber number；
Described processing module is specifically configured to：
User persistent district geographical position is obtained according to described up-to-date user persistent district mark inquiry running parameter table.
8. path load apparatus for evaluating according to claim 7 is it is characterised in that described processing module is specifically configured
For：
According to described user's residence time, the user persistent district mark of described corresponding same subscriber number is arranged, and will
In putting in order, user persistent district mark the most rearward is as described up-to-date user persistent district mark.
9. a kind of path load display system is commented it is characterised in that including described path load arbitrary in claim 5-8 such as
Estimate device and display unit；
Described path load apparatus for evaluating, be configured to described display unit send user persistent district geographical position set with
And gather corresponding customer charge number with described user persistent district geographical position；
Described display unit, is configured to gather the corresponding user trajectory of acquisition according to described user persistent district geographical position,
And described user trajectory is shown according to the corresponding display pattern of described customer charge number.
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| CN106412824B (en) | 2019-08-09 |
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