CN106412824B - A kind of path load appraisal procedure, device and display system - Google Patents
A kind of path load appraisal procedure, device and display system Download PDFInfo
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
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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
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Abstract
The embodiment of the present invention provides a kind of path load appraisal procedure, device and display system, is related to the communications field, can be without analyze under the premise of obtaining multiple user's motion tracks the load of multiple user's respective paths.It include: acquisition user data, user data includes Subscriber Number and user corresponding with Subscriber Number persistent district mark, inquiry running parameter table, which is identified, according to user persistent district obtains user persistent district geographical location, user's path expression is obtained according to user persistent district geographical location, customer charge number is obtained according to user's path expression, customer charge number is the quantity of same paths Subscriber Number, and customer charge number is used to assess the load of identical user persistent district geographical location set respective path.The present invention is for assessing path load.
Description
Technical field
The present invention relates to the communications field more particularly to a kind of path load appraisal procedures, device and display system.
Background technique
Recently as the fast development of mobile communication technology, mobile terminal is largely popularized, and is widely applied in mobile terminal
While also produce a large amount of user data.The user data according to caused by mobile terminal, available user path lead to
Crossing assessment user path will be seen that the access behavior before user and the access behavior after prediction user, in order to network
Service provider is that user targetedly provides service.Such as telecom operators by obtain user path can be more efficient
Configuration network resource and for user provide have targetedly service.
Obtaining in the prior art relatively conventional in the method in user path includes that (English is complete using global positioning system
Claim: Global Positioning System, English abbreviation: GPS) position of user is positioned, by continuous GPS positioning come
The continuous path of user is obtained, and user path is obtained according to the continuous path of user.The above method can be directly right using GPS
User carries out consecutive tracking and obtains user path, but the user in mobile communication scene in moving condition analyzes
When, it is only capable of analyzing or predict to work as needs to obtain the user path of the single user for the motion track of single user
It assesses multiple mobile subscribers and when the load in user path, then needs to obtain multiple user respectively in the scene in some scene
Under user's motion track, and the user path of multiple user is obtained according to user's motion track respectively, in order to according to should
The load in user path is analyzed in the user path of multiple users, thus state in use scheme to user's path load into
When row assessment, more resource is consumed, reduces the efficiency of path load assessment.
Summary of the invention
The application provides a kind of path load appraisal procedure, device and display system, can be without obtaining multiple users
The load of multiple user's respective paths is analyzed under the premise of motion track.
In a first aspect, the embodiment of the present invention provides a kind of path load appraisal procedure, comprising: obtain user data, use
User data includes Subscriber Number and user corresponding with Subscriber Number persistent district mark；It is looked into according to user persistent district mark
It askes running parameter table and obtains user persistent district geographical location；User's routing table is obtained according to user persistent district geographical location
It reaches, user's path expression includes Subscriber Number, user corresponding with Subscriber Number persistent district geographical location set；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 location set, customer charge number are resident for assessing identical user
The load of cell geographical location set respective path.
Second aspect, the embodiment of the present invention provide a kind of path load assessment device, comprising: obtain module, be configured
To obtain user data, user data includes Subscriber Number and user corresponding with Subscriber Number persistent district mark；Processing
Module is configured as identifying inquiry running parameter table acquisition user persistent district geographical location according to user persistent district；According to
User persistent district geographical location obtains user's path expression, and user's path expression includes Subscriber Number, corresponding with Subscriber Number
User persistent district geographical location set；Customer charge number is obtained according to user's path expression, customer charge number is Xiang Tonglu
The quantity of diameter Subscriber Number, same paths Subscriber Number are the user number of corresponding identical user persistent district geographical location set
Code, customer charge number are used to assess the load of identical user persistent district geographical location set respective path.
The third aspect, the embodiment of the present invention provide a kind of path load display system, the implementation including such as second aspect
The path load assessment device and display unit provided in example；Path load assesses device, is configured as sending out to display unit
Send user persistent district geographical location set and customer charge number corresponding with user persistent district geographical location set；Display
Unit is configured as gathering the corresponding user trajectory of acquisition according to user persistent district geographical location, and according to customer charge number
Corresponding display pattern shows user trajectory.
A kind of path load appraisal procedure, device and the display system that the embodiment of the present invention provides, first according to user
Persistent district mark obtains user's cell for being resident or be resident, and according to user's cell ID and running parameter table into one
The geographical location for the cell for determining that user was resident or had been resident, the i.e. geographical location of user's approach are walked, obtains use later
The set in family path expression, that is, user's approach geographical location achievees the purpose that obtain the corresponding user path of user, last root
Customer charge number, the i.e. quantity of the user in the same user path of approach are obtained according to user's path expression, so as to according to user
Load number assesses the user path i.e. load of identical user persistent district geographical location set respective path.Therefore the application
The path load appraisal procedure of offer, can be more for assessing this without obtaining under the premise of obtaining multiple user's motion tracks
The customer charge number of path load corresponding to a user reduces path load and assesses consumed resource, it is negative to improve path
The efficiency of lotus assessment.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, embodiment will be described below
Needed in attached drawing be briefly described, it should be apparent that, the accompanying drawings in the following description is only of the invention some
Embodiment for those of ordinary skill in the art without creative efforts, can also be attached according to these
Figure obtains other attached drawings.
Fig. 1 is a kind of schematic flow chart of path load appraisal procedure provided by the embodiment of the present invention；
Fig. 2 is a kind of schematic flow chart of path load appraisal procedure provided by another embodiment of the present invention；
Fig. 3 is a kind of schematic diagram of path load assessment device provided by the embodiment of the present invention；
Fig. 4 is a kind of schematic diagram of path load assessment display system provided by the embodiment of the present invention.
Specific embodiment
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.
For the ease of clearly describing the technical solution of the embodiment of the present invention, in an embodiment of the present invention, use " the
One ", the printed words such as " second " distinguish function and the essentially identical identical entry of effect or similar item, and those skilled in the art can
To understand that the printed words such as " first ", " second " are not to be defined to quantity and execution order.
In a mobile network, regular it may be in moving condition using the user of user equipment, used under normal conditions
Family is constantly in the state of shift in position in the time at one end or the user may also be after a certain place stays for some time
Shift in position occurs.
Since the track of user whithin a period of time can cash are as follows: user stops one end time in a certain place, then
It is moved along certain path, resting state is kept after reaching target location, movement of the user in network topology
Track can show themselves in that user stops one end time under a certain network node, and a series of network node of approach, is arrived later
Keep resting state after up to another network node, therefore the user path of the user can pass through user institute in a network
Persistent district is described.
The embodiment of the present invention further obtains the geographical position of user persistent district by obtaining user persistent district
It sets, identical number of users, the i.e. number of user of the statistics Jing Guo same paths are gathered in the geographical location of counting user persistent district
Amount, the number of users can be used to assess the path load of the same paths.
As shown in Fig. 1, the embodiment provides a kind of path load appraisal procedures, comprising:
101, user data is obtained.
Wherein, user data includes Subscriber Number and user corresponding with Subscriber Number persistent district mark.
Specifically, Subscriber Number can implement reality of the invention for indicating corresponding user, according to the Subscriber Number
It applies in the network of path load appraisal procedure or system provided by example and uniquely determines corresponding user.Illustratively, user number
Code may include the international mobile subscriber identity (full name in English: International Mobile Subscriber of user
Identification Number, English abbreviation: IMSI), mobile subscriber number (full name in English: Mobile Subscriber
International ISDN/PSTN number, English abbreviation: MSISDN) or other can uniquely indicate user users compile
Number etc..
User persistent district identifies the cell being resident for indicating user, can uniquely really according to user persistent district mark
Fixed corresponding cell, the cell are the cell that corresponding user was resident.Illustratively, user persistent district mark may include position
Set area coding (full name in English: Location Area Code, English abbreviation: LAC), Tracking Area Code (full name in English:
Tracking Area Code, English abbreviation: TAC), Routing Area code (full name in English: Routing Area Identifier
Code, English abbreviation: RAC) and cell identification (full name in English: cell id, English abbreviation: CI), wherein according to LAC, TAC,
RAC any of them and CI can uniquely determine the cell that corresponding user is resident.
It should be noted that user data may include multiple Subscriber Numbers and use corresponding with multiple number respectively
Family persistent district mark, wherein each Subscriber Number can correspond to multiple user persistent district marks, i.e. the Subscriber Number identifies
User identified in the corresponding user persistent district of the Subscriber Number and be resident or be resident in identified cell.
102, inquiry running parameter table is identified according to user persistent district and obtains user persistent district geographical location.
Specifically, running parameter table be used to indicate user persistent district mark it is corresponding with user persistent district geographical location
Relationship, user persistent district geographical location are used to identify the geographical location of respective cell, according to user persistent district mark and
User persistent district geographical location acquired in running parameter table was resident or had been resident for the corresponding user of Subscriber Number
The geographical location of cell.The user being wherein identified as in user data acquired in step 101 due to user persistent district is stayed
Cell ID is stayed, user persistent district mark is corresponding with Subscriber Number, therefore identifies and work according to user persistent district and join
User persistent district geographical location acquired in number table is also corresponding with identical Subscriber Number.Running parameter table can be to set in advance
It sets, or obtained from corresponding device or system.
Illustratively, user persistent district geographical location includes the longitude and latitude of base station where respective cell, needs to illustrate
It is that when having multiple cells on the same base station, user persistent district geographical location further includes the antenna azimuth of respective cell, it should
Antenna azimuth is the antenna azimuth of base station where respective cell, can be unique according to antenna azimuth and latitude and longitude of base station
Determine the geographical location of respective cell.
103, user's path expression is obtained according to user persistent district geographical location.
Wherein, user's path expression includes Subscriber Number, user corresponding with Subscriber Number persistent district geographical location collection
It closes.
Specifically, user corresponding with Subscriber Number persistent district geographical location is gathered, it can be corresponding same subscriber number
The set in the user persistent district geographical location of code, user corresponding with Subscriber Number persistent district geographical location set can manage
Solution is the set in the geographical location for the cell that the user of Subscriber Number instruction was resident or had been resident, i.e. the user passes through
The set in geographical location is considered the user path of the i.e. user of movement track of the user.
104, 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 that correspondence is identical
The Subscriber Number of user persistent district geographical location set, customer charge number is for assessing identical user persistent district geography position
Set the load of set respective path.
Specifically, same paths Subscriber Number is the user number of corresponding identical user persistent district geographical location set
Code is construed as multiple user when the geographical location of the cell that multiple users were resident or be resident gathers all the same
Corresponding Subscriber Number, it is understood that be the Subscriber Number of user path same subscriber.Therefore customer charge number can be with
It is understood to the quantity of the user by same user path, the same path and user persistent district geographical location set pair
It answers, the load in the same user path can be assessed according to the customer charge number.
A kind of path load appraisal procedure that the embodiment of the present invention provides identifies according to user persistent district obtain first
The cell that user was resident or had been resident, and further determine that user was resident according to user's cell ID and running parameter table
Or the geographical location for the cell being resident, the i.e. geographical location of user's approach obtain user's path expression, that is, user later
The set in the geographical location of approach achievees the purpose that obtain the corresponding user path of user, finally be obtained according to user's path expression
Customer charge number, the i.e. quantity of the user in the same user path of approach are taken, so as to assess the user according to customer charge number
Path, that is, identical user persistent district geographical location set respective path load.Therefore path load provided by the present application is commented
Estimate method, it can be without obtaining under the premise of obtaining multiple user's motion tracks for assessing path corresponding to multiple user
The customer charge number of load reduces path load and assesses consumed resource, improves the efficiency of path load assessment.
Specifically, as shown in Fig. 2, the embodiment provides a kind of path load appraisal procedures, comprising:
201, user data is obtained.
Referring in particular to step 101 in above-described embodiment.
Specifically, user data can also include user's residence time corresponding with Subscriber Number, user's residence time is used
The time of cell is resided in the user that Subscriber Number indicates in instruction.
Specifically, user data can be second generation mobile communication technology (full name in English: 2-Generation
Wireless telephone technology, English abbreviation: 2G)/3rd generation mobile communication technology (full name in English: 3rd-
Generation, English abbreviation: 3G) lattice network domain call details record (full name in English: Call Details Record, English
It is literary referred to as: CDR) data, domain Iu-PS mouthful signaling plane of 2/3G network packet and user face data and Gn mouthfuls of data, 2/3G network use
Family single information data, fourth generation mobile communication technology (full name in English: the 4th Generation mobile in detail
Communication technology, English abbreviation: 4G) one of network packet domain signaling face and user face data or more
Kind.Foreseeable, when user data type acquired in same time range is abundanter, acquired user path is more quasi-
Really.
202, frequent switching Subscriber Number is rejected from user data and the corresponding user of frequent switching Subscriber Number stays
Stay cell ID.
Wherein, the update times of the corresponding user persistent district mark of frequent switching Subscriber Number are more than update times threshold
Value.
Specifically, since estimation user path is it needs to be determined that the cell that user was resident within the scope of certain time, and
When user is in moving condition in above-mentioned time range, it may be moved repeatedly in the bounds of two or more cells,
Cause it in two or more minizone frequent switchings, so that the cell for being resident the user switches within the scope of certain time
Acutely, due to the negligible amounts of above-mentioned user, and need to expend more processing when obtaining the user path of above-mentioned user
Resource.Therefore corresponding same Subscriber Number is determined in user data and update times are resident more than the user of update times threshold value
Cell ID, and the Subscriber Number, that is, frequent switching Subscriber Number and corresponding user persistent district mark are deleted.
Update times threshold value can be to preset, or obtain from related device or system.Preferably, it updates
Frequency threshold value can be 100.
203, user data is sampled using time threshold as step-length.
It, can be with specifically, need the amount of user data analyzed to reduce under the premise of not loss analysis effect
Time threshold is that step-length is sampled user data, and carries out subsequent analysis according to the user data after sampling, is being sampled
In user data afterwards, the difference between any two user's residence time is no more than the time threshold.Preferably, time threshold
It can be 10 minutes.
It further, can be that corresponding user's residence time is chosen within the scope of preset time in user data
Subscriber Number and user corresponding with Subscriber Number persistent district mark, in order to analyze user path in particular time range
Load.Preferably, preset time may range from morning peak travel time (7:00am-9:00am).
Illustratively, user data of user's residence time in morning peak travel time (7:00am-9:00am) is chosen
It as research object, was sampled with 10 minutes for time threshold, the time of 2 hours is divided into 12 sampling intervals, sampled
Difference in user data afterwards between two user's residence times is no more than 10 minutes.
204, the user persistent district mark of corresponding same subscriber number is determined in the user data of sampling.
205, the user of user's residence time the latest will be corresponded in the user persistent district mark of corresponding same subscriber number
Persistent district mark is determined as newest user persistent district mark.
Wherein, newest user persistent district mark is corresponding with same subscriber number.
Preferably, it can be arranged according to user persistent district mark of user's residence time to corresponding same subscriber number
Column, and the user persistent district mark in putting in order after is identified as newest user persistent district.
Illustratively, it is small to determine that the first user persistent district mark is resident with second user in the user data after arrangement
Area's mark, wherein the corresponding Subscriber Number of the first user persistent district mark user corresponding with second user persistent district mark
Number is identical, and the first user persistent district identifies corresponding user's residence time and identifies correspondence earlier than second user persistent district
User's residence time, therefore delete the first user persistent district mark.
Further, due in adjacent time interval user be not necessarily in moving condition, or even if at user
In movement, the cell which is resident may not necessarily also be switched over, therefore respectively newest user is spaced when adjacent two
Persistent district identifies two identical and adjacent intervals, and respectively newest user persistent district identifies corresponding Subscriber Number
When identical, any one newest user in two adjacent intervals respectively newest user persistent district mark can be stayed
Cell ID is stayed to remove.
206, inquiry running parameter table is identified according to newest user persistent district and obtains user persistent district geographical location.
Referring in particular to above-described embodiment step 102, details are not described herein.
Illustratively, can be identified LAC and CI as user persistent district, newest user persistent district identify and
It is as shown in the table with the corresponding Subscriber Number of newest user persistent district 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 location 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 |
It wherein combines longitude, dimension and antenna azimuth that can uniquely determine corresponding user persistent district mark to correspond to
Cell geographical location.
207, user's path expression is obtained according to user persistent district geographical location.
Referring in particular to above-described embodiment step 103.
Illustratively, user's path expression can be as shown in the table:
Wherein, longitude _ latitude, that is, user persistent district geographical location set, by using every group of longitude and latitude as one group of seat
Mark, and by the longitude and latitude of underscore connection multiple groups coordinate, generation form is " longitude 1_ latitude 1, longitude 2_ latitude 2, longitude 3_
The user persistent district geographical location of latitude 3 ... " is gathered, for identifying same path.
208, customer charge number is obtained according to user's path expression.
Referring in particular to above-described embodiment step 104.
Illustratively, user's path expression can be as shown in the table with corresponding customer charge number:
A kind of path load appraisal procedure that the embodiment of the present invention provides is determined by obtaining user persistent district mark
The cell that user was resident or had been resident, and further determine that user was resident or had been resident according to user's cell ID
The geographical location that the geographical location of cell, the i.e. user are passed through obtains the geography that user's path expression, that is, user is passed through later
The set of position achievees the purpose that obtain the corresponding user path of user, finally obtains customer charge according to user's path expression
Number, that is, correspond to the quantity of the user in same user path, which is identical user persistent district geographical location set
Respective path can assess the load in the same path according to customer charge number.Therefore path load assessment provided by the present application
Method, can be without obtaining under the premise of obtaining multiple user's motion tracks for assessing multiple user's respective path load
Customer charge number, reduce path load assess consumed by resource, improve path load assessment efficiency.
As shown in Fig. 3, the embodiment provides a kind of path loads to assess device 301, which is characterized in that packet
It includes:
Obtain module 302, be configured as 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 corresponding with Subscriber Number persistent district mark.
Specifically, Subscriber Number can implement reality of the invention for indicating corresponding user, according to the Subscriber Number
It applies in the network of path load appraisal procedure or system provided by example and uniquely determines corresponding user.Illustratively, user number
Code may include the international mobile subscriber identity (full name in English: International Mobile Subscriber of user
Identification Number, English abbreviation: IMSI), mobile subscriber number (full name in English: Mobile Subscriber
International ISDN/PSTN number, English abbreviation: MSISDN) or other can uniquely indicate user users compile
Number etc..
User persistent district identifies the cell being resident for indicating user, can uniquely really according to user persistent district mark
Fixed corresponding cell, the cell are the cell that corresponding user was resident.Illustratively, user persistent district mark may include position
Set area coding (full name in English: Location Area Code, English abbreviation: LAC), Tracking Area Code (full name in English:
Tracking Area Code, English abbreviation: TAC), Routing Area code (full name in English: Routing Area Identifier
Code, English abbreviation: RAC) and cell identification (full name in English: cell id, English abbreviation: CI), wherein according to LAC, TAC,
RAC any of them and CI can uniquely determine the cell that corresponding user is resident.
It should be noted that user data may include multiple Subscriber Numbers and use corresponding with multiple number respectively
Family persistent district mark, wherein each Subscriber Number can correspond to multiple user persistent district marks, i.e. the Subscriber Number identifies
User identified in the corresponding user persistent district of the Subscriber Number and be resident or be resident in identified cell.
Processing module 303 is configured as being resident according to user persistent district mark inquiry running parameter table acquisition user small
Area geographical location.
According to user persistent district geographical location obtain user's path expression, user's path expression include Subscriber Number, with
Subscriber Number corresponding user persistent district geographical location set.
Customer charge number is obtained according to user's path expression, customer charge number is the quantity of same paths Subscriber Number, phase
It is the Subscriber Number of corresponding identical user persistent district geographical location set with path Subscriber Number, customer charge number is for commenting
Estimate the load of identical user persistent district geographical location set respective path.
Specifically, running parameter table be used to indicate user persistent district mark it is corresponding with user persistent district geographical location
Relationship, user persistent district geographical location are used to identify the geographical location of respective cell, according to user persistent district mark and
User persistent district geographical location acquired in running parameter table was resident or had been resident for the corresponding user of Subscriber Number
The geographical location of cell.The user persistent district mark being wherein identified as due to user persistent district in acquired user data
Know, user persistent district mark is corresponding with Subscriber Number, therefore is obtained according to user persistent district mark and running parameter table
The user persistent district geographical location taken is also corresponding with identical Subscriber Number.Running parameter table can be to preset, can also
Think and is obtained from corresponding device or system.
Illustratively, user persistent district geographical location includes the longitude and latitude of base station where respective cell, needs to illustrate
It is that when having multiple cells on the same base station, user persistent district geographical location further includes the antenna azimuth of respective cell, it should
Antenna azimuth is the antenna azimuth of base station where respective cell, can be unique according to antenna azimuth and latitude and longitude of base station
Determine the geographical location of respective cell.
Wherein, user's path expression includes Subscriber Number, user corresponding with Subscriber Number persistent district geographical location collection
It closes.
Specifically, user corresponding with Subscriber Number persistent district geographical location is gathered, it can be corresponding same subscriber number
The set in the user persistent district geographical location of code, user corresponding with Subscriber Number persistent district geographical location set can manage
Solution is the set in the geographical location for the cell that the user of Subscriber Number instruction was resident or had been resident, i.e. the user passes through
The set in geographical location is considered the user path of the i.e. user of movement track of the user.
Wherein, customer charge number is the quantity of same paths Subscriber Number, and same paths Subscriber Number is that correspondence is identical
The Subscriber Number of user persistent district geographical location set, customer charge number is for assessing identical user persistent district geography position
Set the load of set respective path.
Specifically, same paths Subscriber Number is the user number of corresponding identical user persistent district geographical location set
Code is construed as multiple user when the geographical location of the cell that multiple users were resident or be resident gathers all the same
Corresponding Subscriber Number, it is understood that be the Subscriber Number of user path same subscriber.Therefore customer charge number can be with
It is understood to the quantity of the user by same user path, the same path and user persistent district geographical location set pair
It answers, the load in the same user path can be assessed according to the customer charge number.
A kind of path load that the embodiment of the present invention provides assesses device, is identified according to user persistent district and obtains user
The cell be resident or be resident, and further determine that user was resident or just according to user's cell ID and running parameter table
In the geographical location of resident cell, the i.e. geographical location of user's approach, user's path expression, that is, user's approach ground is obtained
The set for managing position achievees the purpose that obtain the corresponding user path of user, obtains customer charge number according to user's path expression,
That is the quantity of the user in the same user path of approach, so as to assess the i.e. identical use in the user path according to customer charge number
The load of family persistent district geographical location set respective path.Therefore path load provided by the present application assesses device, Neng Gou
The user obtained under the premise of without obtaining multiple user's motion tracks for assessing path load corresponding to multiple user is negative
Lotus number reduces path load and assesses consumed resource, improves the efficiency of path load assessment.
Further, module 302 is obtained to be also configured to
Rejecting frequent switching Subscriber Number and the corresponding user of frequent switching Subscriber Number are resident small from user data
The update times of area's mark, the corresponding user persistent district mark of frequent switching Subscriber Number are more than update times threshold value.
Wherein, the update times of the corresponding user persistent district mark of frequent switching Subscriber Number are more than update times threshold
Value.
Specifically, since estimation user path is it needs to be determined that the cell that user was resident within the scope of certain time, and
When user is in moving condition in above-mentioned time range, it may be moved repeatedly in the bounds of two or more cells,
Cause it in two or more minizone frequent switchings, so that the cell for being resident the user switches within the scope of certain time
Acutely, due to the negligible amounts of above-mentioned user, and need to expend more processing when obtaining the user path of above-mentioned user
Resource.Therefore corresponding same Subscriber Number is determined in user data and update times are resident more than the user of update times threshold value
Cell ID, and the Subscriber Number, that is, frequent switching Subscriber Number and corresponding user persistent district mark are deleted.
Update times threshold value can be to preset, or obtain from related device or system.Preferably, it updates
Frequency threshold value can be 100.
Further, user data further includes user's residence time corresponding with Subscriber Number；
Processing module 303 is also configured to
It is that sampling step-length is sampled user data with preset time threshold；
The user persistent district mark that corresponding same subscriber number is determined in the user data of sampling, by the identical use of correspondence
Correspond in the user persistent district mark of family number user's residence time user persistent district the latest identify be determined as it is newest
User persistent district mark, newest user persistent district mark are corresponding with same subscriber number；
Processing module 303 is specifically configured to:
Inquiry running parameter table, which is identified, according to newest user persistent district obtains user persistent district geographical location.
It, can be with specifically, need the amount of user data analyzed to reduce under the premise of not loss analysis effect
Time threshold is that step-length is sampled user data, and carries out subsequent analysis according to the user data after sampling, is being sampled
In user data afterwards, the difference between any two user's residence time is no more than the time threshold.Preferably, time threshold
It can be 10 minutes.
It further, can be that corresponding user's residence time is chosen within the scope of preset time in user data
Subscriber Number and user corresponding with Subscriber Number persistent district mark, in order to analyze user path in particular time range
Load.Preferably, preset time may range from morning peak travel time (7:00am-9:00am).
Illustratively, user data of user's residence time in morning peak travel time (7:00am-9:00am) is chosen
It as research object, was sampled with 10 minutes for time threshold, the time of 2 hours is divided into 12 sampling intervals, sampled
Difference in user data afterwards between two user's residence times is no more than 10 minutes.
Wherein, newest user persistent district mark is corresponding with same subscriber number.
Preferably, it can be arranged according to user persistent district mark of user's residence time to corresponding same subscriber number
Column, and the user persistent district mark in putting in order after is identified as newest user persistent district.
Illustratively, it is small to determine that the first user persistent district mark is resident with second user in the user data after arrangement
Area's mark, wherein the corresponding Subscriber Number of the first user persistent district mark user corresponding with second user persistent district mark
Number is identical, and the first user persistent district identifies corresponding user's residence time and identifies correspondence earlier than second user persistent district
User's residence time, therefore delete the first user persistent district mark.
Further, due in adjacent time interval user be not necessarily in moving condition, or even if at user
In movement, the cell which is resident may not necessarily also be switched over, therefore respectively newest user is spaced when adjacent two
Persistent district identifies two identical and adjacent intervals, and respectively newest user persistent district identifies corresponding Subscriber Number
When identical, any one newest user in two adjacent intervals respectively newest user persistent district mark can be stayed
Cell ID is stayed to remove.
As shown in Fig. 4, the embodiment provides a kind of path loads to assess display system 401, including as above
The path load assessment device 402 and display unit 403 provided in embodiment is provided；
Path load assesses device 402, is configured as sending user persistent district geographical location set to display unit 403
And customer charge number corresponding with user persistent district geographical location set；
Display unit 403 is configured as gathering the corresponding user trajectory of acquisition according to user persistent district geographical location, and
The user trajectory is shown according to the corresponding display pattern of customer charge number.
Specifically, obtain corresponding user trajectory according to user persistent district geographical location set user can stay according to
It stays the longitude and latitude in the set of cell geographical location to obtain corresponding path point, and obtains corresponding user's rail according to multiple path points
Mark.Customer charge number can correspond to corresponding display pattern, can show and use according to the corresponding display pattern of customer charge number
Family load number corresponding user persistent district geographical location set shows and uses according to the corresponding display pattern of customer charge number
The corresponding user trajectory of family load number.
Illustratively, can according to customer charge number number so that it is corresponded to corresponding color or display line weight,
After obtaining the corresponding color of customer charge number and display line weight, on the display unit according to the color with show the thick of lines
It is thin to show the corresponding user trajectory of customer charge number.
A kind of path load that the embodiment of the present invention provides assesses display system, is identified first according to user persistent district
The cell that user was resident or had been resident is obtained, and further determines that user stays according to user's cell ID and running parameter table
The geographical location for the cell stayed or be resident, the i.e. geographical location of user's approach, obtaining user's path expression later is
The set in the geographical location of user's approach achievees the purpose that obtain the corresponding user path of user, finally according to user's routing table
Up to customer charge number, the i.e. quantity of the user in the same user path of approach is obtained, so as to be somebody's turn to do according to the assessment of customer charge number
User path, that is, identical user persistent district geographical location set respective path load.Therefore path provided by the present application is negative
Lotus appraisal procedure, can be without obtaining under the premise of obtaining multiple user's motion tracks for assessing corresponding to multiple user
The customer charge number of path load reduces path load and assesses consumed resource, improves the efficiency of path load assessment.
Through the above description of the embodiments, it is apparent to those skilled in the art that the present invention can be with
It is realized with hardware realization or firmware realization or their combination mode.It when implemented in software, can be by above-mentioned function
Storage in computer-readable medium or as on computer-readable medium one or more instructions or code transmitted.Meter
Calculation machine readable medium includes computer storage media and communication media, and wherein communication media includes convenient for from a place to another
Any medium of a place transmission computer program.Storage medium can be any usable medium that computer can access.With
For this but be not limited to: computer-readable medium may include random access memory (full name in English: Random Access
Memory, English abbreviation: RAM), read-only memory (full name in English: Read Only Memory, English abbreviation: ROM), electricity can
Erasable programmable read-only memory (full name in English: Electrically Erasable Programmable Read Only
Memory, English abbreviation: EEPROM), CD-ROM (full name in English: Compact Disc Read Only Memory, English
Referred to as: CD-ROM) or other optical disc storages, magnetic disk storage medium or other magnetic storage apparatus or can be used in carry or
Storage has the desired program code of instruction or data structure form and can be by any other medium of computer access.This
Outside.Any connection appropriate can become computer-readable medium.For example, if software be using coaxial cable, optical fiber cable,
Twisted pair, digital subscriber line (full name in English: 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, 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, it is apparent to those skilled in the art that, when with software
It, can be in computer-readable medium or logical by the instruction or code storage that are used to execute the above method when mode realizes the present invention
Computer-readable medium is crossed to be transmitted.Computer-readable medium includes computer storage media and communication media, wherein communicating
Medium includes convenient for from a place to any medium of another place transmission computer program.Storage medium can be calculating
Any usable medium that machine can access.As example but be not limited to: computer-readable medium may include that RAM, ROM, electricity can
Erasable programmable read-only memory (full name: electrically erasable programmable read-only memory,
Referred to as: EEPROM), CD, disk or other magnetic storage apparatus or can be used in carry or store have instruction or data
The desired program code of structure type simultaneously can be by any other medium of computer access.
The above description is merely a specific embodiment, but scope of protection of the present invention is not limited thereto, any
Those familiar with the art in the technical scope disclosed by the present invention, can easily think of the change or the replacement, and should all contain
Lid is within protection scope of the present invention.Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.
Claims (9)
1. a kind of path load appraisal procedure characterized by comprising
Obtain the user data within the scope of certain time；
The user data includes Subscriber Number and user corresponding with Subscriber Number persistent district mark；
Inquiry running parameter table, which is identified, according to the user persistent district obtains user persistent district geographical location；
User's path expression is obtained according to user persistent district geographical location, user's path expression includes the user
Number, user corresponding with Subscriber Number persistent district geographical location set；
Customer charge number is obtained according to user's path expression, the customer charge number is the number of same paths Subscriber Number
Amount, the same paths Subscriber Number are the Subscriber Number of corresponding identical user persistent district geographical location set, the use
Family load number is used to assess the load of the identical user persistent district geographical location set respective path.
2. path load appraisal procedure according to claim 1, which is characterized in that described according to the user persistent district
Before mark inquiry running parameter table obtains user persistent district geographical location, the method also includes:
Frequent switching Subscriber Number is rejected from the user data and the corresponding user of the frequent switching Subscriber Number stays
Stay cell ID, the update times of the corresponding user persistent district mark of the frequent switching Subscriber Number are more than update times threshold
Value.
3. path load appraisal procedure according to claim 1, which is characterized in that the user data further include with it is described
The corresponding user's residence time of Subscriber Number；
Before the mark inquiry running parameter table acquisition user persistent district geographical location according to the user persistent district, institute
State method further include:
It is that sampling step-length is sampled the user data with preset time threshold；
The user persistent district mark that corresponding same subscriber number is determined in the user data of sampling, by the identical use of the correspondence
Correspond in the user persistent district mark of family number user's residence time user persistent district the latest identify be determined as it is newest
User persistent district mark, the newest user persistent district mark are corresponding with the same subscriber number；
It is described that inquiry running parameter table acquisition user persistent district geographical location is identified according to the user persistent district, comprising:
User persistent district geographical location is obtained according to the newest user persistent district mark inquiry running parameter table.
4. path load appraisal procedure according to claim 3, which is characterized in that described by the corresponding same subscriber number
The user persistent district mark of user's residence time the latest is corresponded in the user persistent district mark of code is determined as newest user
Persistent district mark, comprising:
It is arranged according to user persistent district mark of the user's residence time to the corresponding same subscriber number, and will
The mark of the user persistent district after that puts in order is as the newest user persistent district mark.
5. a kind of path load assesses device characterized by comprising
Module is obtained, is configured as obtaining the user data within the scope of certain time,
The user data includes Subscriber Number and user corresponding with Subscriber Number persistent district mark；
Processing module is configured as identifying inquiry running parameter table according to the user persistent district with obtaining user persistent district
Manage position；
User's path expression is obtained according to user persistent district geographical location, user's path expression includes the user
Number, user corresponding with Subscriber Number persistent district geographical location set；
Customer charge number is obtained according to user's path expression, the customer charge number is the number of same paths Subscriber Number
Amount, the same paths Subscriber Number are the Subscriber Number of corresponding identical user persistent district geographical location set, the use
Family load number is used to assess the load of the identical user persistent district geographical location set respective path.
6. path load according to claim 5 assesses device, which is characterized in that the acquisition module is also configured to
Frequent switching Subscriber Number is rejected from the user data and the corresponding user of the frequent switching Subscriber Number stays
Stay cell ID, the update times of the corresponding user persistent district mark of the frequent switching Subscriber Number are more than update times threshold
Value.
7. path load according to claim 5 assesses device, which is characterized in that the user data further include with it is described
The corresponding user's residence time of Subscriber Number；
The processing module is also configured to
It is that sampling step-length is sampled the user data with preset time threshold；
The user persistent district mark that corresponding same subscriber number is determined in the user data of sampling, by the identical use of the correspondence
Correspond in the user persistent district mark of family number user's residence time user persistent district the latest identify be determined as it is newest
User persistent district mark, the newest user persistent district mark are corresponding with the same subscriber number；
The processing module is specifically configured to:
User persistent district geographical location is obtained according to the newest user persistent district mark inquiry running parameter table.
8. path load according to claim 7 assesses device, which is characterized in that the processing module is specifically configured
Are as follows:
It is arranged according to user persistent district mark of the user's residence time to the corresponding same subscriber number, and will
The mark of the user persistent district after that puts in order is as the newest user persistent district mark.
9. a kind of path load display system, which is characterized in that commented including the path load as described in any in claim 5-8
Estimate device and display unit；
The path load assesses device, be configured as sending to the display unit user persistent district geographical location set with
And customer charge number corresponding with user persistent district geographical location set；
The display unit is configured as gathering the corresponding user trajectory of acquisition according to user persistent district geographical location,
And the user trajectory is shown according to the corresponding display pattern of the customer charge number.
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| CN115438824B (en) * | 2021-06-03 | 2023-09-22 | 中国移动通信集团四川有限公司 | Subway station inbound time consumption prediction method and computer readable storage medium |
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| CN101409918A (en) * | 2007-10-10 | 2009-04-15 | 江江 | Method for querying personalized information |
| NO330102B1 (en) * | 2009-05-27 | 2011-02-21 | Unified Messaging Systems As | Controlled load of networks |
| CN101931984B (en) * | 2009-06-18 | 2013-06-26 | 华为技术有限公司 | Method, user equipment and base station for drive test measurement |
| CN101959239A (en) * | 2009-07-20 | 2011-01-26 | 中兴通讯股份有限公司 | Historical cell information application method, target cell switching confirmation method and system |
| CN103428780B (en) * | 2012-05-14 | 2018-08-24 | 中兴通讯股份有限公司 | User equipment mobility parameters report method and system, UE, the network equipment |
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| CN105682025B (en) * | 2016-01-05 | 2019-01-04 | 重庆邮电大学 | User based on mobile signaling protocol data resident ground recognition methods |
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