CN106604224A - XDR-based method and system for obtaining 4G resident ratio index - Google Patents
XDR-based method and system for obtaining 4G resident ratio index Download PDFInfo
- Publication number
- CN106604224A CN106604224A CN201611048025.4A CN201611048025A CN106604224A CN 106604224 A CN106604224 A CN 106604224A CN 201611048025 A CN201611048025 A CN 201611048025A CN 106604224 A CN106604224 A CN 106604224A
- Authority
- CN
- China
- Prior art keywords
- xdr
- resident
- signaling
- time
- user
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Classifications
-
- 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
-
- 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
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/20—Services signaling; Auxiliary data signalling, i.e. transmitting data via a non-traffic channel
Landscapes
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Telephonic Communication Services (AREA)
- Mobile Radio Communication Systems (AREA)
Abstract
The invention relates to an XDR-based method and system for obtaining a 4G resident ratio index. The method comprises: collecting and parsing data of a Gb interface, an Iups interface, and an S1-MME interface in a mobile communication network and obtaining signalling flow information of a user; according to a time sequence and a time interval, generating a resident sequence in 2G/3G/4G networks; and on the basis of signalling determination and an analysis algorithm, identifying and calculating resident time of each user in 2G/3G/4G networks. The method and system: practical resident situations of 4G users in 2G/3G/4G networks can be reflected comprehensively; sensing of users in the 2G/3G/4G networks of operators can be reflected objectively; and the method and system have an active and effective role in evaluation and improvement for assisting operators in obtaining coverage information of the network comprehensively.
Description
Technical field
The invention belongs to mobile communication technology field, and in particular to a kind of 4G based on XDR is resident than index selection method
And system.
Background technology
At present moving communicating field 2G 3G the 4G user of 4G take duration identification in network and still belong to blank field, do not have
A kind of effective ways analysis 4G mobile communication subscribers 2G 3G the concrete durations of 4G take.
Current existing patent of invention, such as Chinese invention patent of Application No. 201610006559.4 discloses one
Plant the user's resident ground recognition methods based on mobile signaling protocol data.The method initially sets up base station and closes with the mapping in geographical position
System, then the track sets daily to build user by processing subscriber signaling data, identify that user stays in conjunction with decision rule
Stationary point, then calculates the resident duration and resident weight ratio of each dwell point and identifies user's according to resident ground recognition function
Resident ground.The advantage of the invention is with low cost and the mobile phone signaling data of wide coverage is as input, using the method for cluster
User trajectory sequence is built, the amount of calculation of data is reduced, computational efficiency is improve；Simultaneously using based on the resident weight ratio of user
Recognition mechanism identifying user residently, improve the accuracy that user recognizes residently.The invention can be used for fast automatic
Change ground identifying user residently.
At present, in Large scale construction and fast-developing period, can user access 4G networks and persistently be resident 4G networks
LTE network will directly influence user 4G online and perceive, currently because 4G network coverages range is not enough, depth covers limited, such as
What effectively convenient assessment and the situation of the resident LTE network of analysis 4G user, are current problem demanding prompt solutions.
The content of the invention
To solve above problems of the prior art, the present invention proposes a kind of 4G based on XDR and is resident and compares index
Acquisition methods and system, the present invention be based on the XDR convenient calculating than index resident to 4G, can embody comprehensively 4G user 2G,
The resident situation of 3G, 4G network, implements that normalization 4G is resident to be carried out than working mechanism and effectively and resident use than lifting work.
According to an aspect of the present invention, the invention provides a kind of 4G based on XDR is resident than index selection method, institute
The method of stating comprises the steps：
The data of Gb Interface and Iups interfaces and S1-MME interface, obtain user's in collection and parsing mobile communications network
Signaling process information；
The resident order in 2G/3G/4G is generated according to time sequencing and time interval；
Judged by signaling and parser, recognize and calculate residence time of each user in 2G/3G/4G.
Further, the 4G based on XDR as above is resident than index selection method, user's staying in 2G/3G/4G
The computational methods for staying duration are：All of signaling plane XDR in user one day is screened by IMSI, by the end of signaling time in XDR
Sequence, is judged successively to calculate residence time of the user in 2G/3G/4G by XDR orders.
Further, the 4G based on XDR as above is resident than index selection method, and signaling judges and parser includes
Following steps：
Step one：For the intraday XDR of single user, it is determined that and judging the situation of first XDR；
Step 2：Judge next XDR situation；
Step 3, the like can draw resident duration of the user in 2G, 3G, 4G network, then export bottom
Form.
Further, the 4G based on XDR as above is resident than index selection method, and the detailed process of the step one is such as
Under：
1), judge whether first XDR signaling be successful, if failure or overtime signaling are then cast out, continue next
Judge；
If 2), the XDR signaling successes, determine whether Detach signalings, if then turning to do specially treated；
3), judge whether it is CSFB signalings if the XDR signalings are 4G nets, be, start to calculate as 2G net attachments；
4), start to do relative recording if the XDR signalings are other signalings, record correlation XDR information.
Further, the 4G based on XDR as above is resident than index selection method, and the related XDR information includes：Institute
In network, LAC/TAC, CID/ECI, resident time started, signaling time started, end of signaling time.
Further, the 4G based on XDR as above is resident than index selection method, and the detailed process of the step 2 is such as
Under：
1), judge whether the next XDR signaling be successful, if failure or overtime signaling are then cast out, continue next and sentence
It is disconnected；
2), the next XDR signaling success, then determine whether Detach signalings, is to turn to do specially treated；
3), judge whether it is CSFB signalings if the next XDR signaling is 4G nets, started as 2G net attachments
Calculate；
4), start to do relative recording if the next XDR signaling is other successful signalings.
Further, the 4G based on XDR as above is resident than index selection method, and the specially treated includes following two
The situation of kind：
(1) if the next XDR signaling and the same nets of last XDR, mark Home Network is resident to be terminated, and resident time departure is equal to
The end of signaling time；If there is Detach signalings, the resident end of Home Network is also marked, restart to calculate resident from next XDR；
(2) if the next XDR signaling and last XDR rete mirabiles, illustrate XDR mistakes, signaling is lost, then cast out this next
XDR。
Further, the 4G based on XDR as above is resident than index selection method, if the next XDR signaling is judged to
Break and be and the same nets of last XDR, then the relative recording includes：Place network, LAC/TAC, CID/ECI, the resident time started, stay
Stay time departure, signaling time started, end of signaling time.
Further, the 4G based on XDR as above is resident than index selection method, if the next XDR signaling is judged to
Disconnected and last XDR is rete mirabile, then judged according to related RAU/TAU scenes, counts last XDR and terminates residence time, starts this
The residence time of XDR.
According to another aspect of the present invention, present invention also offers a kind of 4G based on XDR is resident than index selection system
System, the system is included such as lower module：
Data acquisition parsing module, for gathering and parsing Gb Interface and Iups interfaces and S1-MME in mobile communications network
The data of interface, obtain the signaling process information of user；
It is resident to be sequentially generated module, for generating the resident order in 2G/3G/4G according to time sequencing and time interval；
Resident duration calculation module, for by signaling judgement and parser, recognizing and calculating each user in 2G/
The resident duration of 3G/4G.
Beneficial effects of the present invention are as follows：Resident actual conditions of the 4G user in 2G, 3G, 4G network, energy can comprehensively be embodied
Perception of the user in the 2G/3G/4G networks of operator is objectively responded, to helping operator to fully understand the coverage condition of present networks
Play active and effective assessment and improvement result.
Described above is only the general introduction of technical solution of the present invention, in order to better understand the technological means of the present invention,
And can be practiced according to the content of specification, and in order to allow the above and other objects of the present invention, feature and advantage can
Become apparent, below especially exemplified by the specific embodiment of the present invention.
Description of the drawings
By the detailed description for reading hereafter preferred embodiment, various other advantages and benefit is common for this area
Technical staff will be clear from understanding.Accompanying drawing is only used for illustrating the purpose of preferred embodiment, and is not considered as to the present invention
Restriction.And in whole accompanying drawing, it is denoted by the same reference numerals identical part.In the accompanying drawings：
Fig. 1 is resident the flow chart than index selection method for a kind of 4G based on XDR of the preferred embodiment of the present invention.
One flow chart of the step of Fig. 2 is signaling of the present invention judgement and parser.
Two flow charts of the step of Fig. 3 is signaling of the present invention judgement and parser.
Fig. 4 is resident the module map than index selection system for a kind of 4G based on XDR of the preferred embodiment of the present invention.
Specific embodiment
The exemplary embodiment of the disclosure is more fully described below with reference to accompanying drawings.Although showing the disclosure in accompanying drawing
Exemplary embodiment, it being understood, however, that may be realized in various forms the disclosure and should not be by embodiments set forth here
Limited.On the contrary, there is provided these embodiments are able to be best understood from the disclosure, and can be by the scope of the present disclosure
Complete conveys to those skilled in the art.
Hereinafter the English full name and Chinese full name of English abbreviation occur in the present invention or correlation are listed first：
2G Global System for Mobile Communication GSM networks
3G Time Division-Synchronous Code Division Multiple Access (time division synchronization codes
Divide multiple access) TD-scdma networks.
4G Time Division Long Term Evolution (timesharing Long Term Evolution) TDLTE networks
IMSI International Mobile Subscriber Identity, IMSI International Mobile Subscriber Identity
Gb GSM Gb Interface:the Gb interface connects the Base Station System
(BSS) to the Serving GPRS Support Node (SGSN) SGSN and BSS interfaces
Iups Interface between the RNS an SGSN SGSN and RNC interfaces
S1-MME S1 for the control plane, control plane S1 interface
TAU Tracking Area Update, tracing section updating
RAU Route Area Update (Routing Area Update).
XDR data XDR data are referred to after being processed based on full dose data, the confession monitoring signaling platform of generation and signaling
Signaling and the detailed record of business that class application is used.
As shown in figure 1, for a kind of resident flow processs than index selection method of 4G based on XDR of the preferred embodiment of the present invention
Figure.Methods described comprises the steps：
The data of Gb Interface and Iups interfaces and S1-MME interface, obtain in S110, collection and parsing mobile communications network
The signaling process information of user；
S120, the resident order in 2G/3G/4G is generated according to time sequencing and time interval；
S130, by signaling judge and parser, recognize and calculate resident duration of each user in 2G/3G/4G.
Wherein, the user is in the computational methods of the resident duration of 2G/3G/4G：Screened in user one day by IMSI
All of signaling plane XDR, by end of signaling time-sequencing in XDR, judges to calculate successively user 2G/3G/4G's by XDR orders
Residence time.
It is as shown in table 1 below, it is the rudimentary algorithm flow process for calculating user in the resident duration of 2G/3G/4G.As can be seen that institute
State that rudimentary algorithm judges respectively according to first XDR1 signaling and Article 2 XDR2 signaling judges, carry out different scenes judge and
Rule settings.
Table 1
(remarks explanation：Mainly whether user is judged in net within 57 minutes, be 54 minutes+3 network cycle location updating time
Minute.The value can adjust according to network actual setting.)
Table 2 is signaling scene explanation special in above-mentioned algorithm：
1st, power down user is judged by Detach signalings.
2nd, off-grid user was judged by 57 minutes, and judged whether it is travel user to user, and was labelled.
Table 2
Fig. 2,3 describe signalings in the present invention judge and parser flow process.Wherein Fig. 2 is signaling of the present invention judgement
And the flow chart of the step of parser one.Two flow charts of the step of Fig. 3 is signaling of the present invention judgement and parser.Detailed process
It is as follows：
For the intraday XDR of single user, it is first determined and judge the situation of first XDR：
Step one：Judge first XDR situation：
1), judge whether the XDR signalings are successful, if failure or overtime signaling are then cast out, continue next judgement.
2), the XDR signaling successes, then determine whether Detach signalings, is to turn to do specially treated, as shown in Figure 2.
If first XDR can directly cast out, continue next judgement.
3), if 4G nets then determine whether CSFB signalings, it is to start to calculate as 2G net attachments.
4), other signalings then start to do relative recording, as shown in table 3 below, record correlation XDR information, including：Place net
Network, LAC/TAC, CID/ECI are resident time started t1=T2A, signaling time started T1, end of signaling time T2.Table 3 is single
The list that the XDR of user IMSI is formed in order.
Table 3：
Step 2：Judge next XDR situation：
5) and start next XDR and judge：
6), equally first judge whether the XDR signalings are successful, if failure or overtime signaling are then cast out, continue next and sentence
It is disconnected.
7), the XDR signaling successes, then determine whether Detach signalings, is to turn to do specially treated, the special place
Reason includes the following two kinds situation：
Situation one and the same nets of last XDR：Mark Home Network is resident to be terminated, and is resident time departure t2=end of signaling time T1.
If there is Detach signalings, mark Home Network is resident to be terminated, and needs from next XDR to restart to calculate resident.
Situation two and last XDR rete mirabiles：XDR mistakes are illustrated, signaling is lost, and is cast out.The upper bar XDR times：Resident time departure
T2=(upper bar XDR) end of signaling time T1.
8), other successful signalings then start to do relative recording,
Situation one, judge the same nets of last XDR, record correlation XDR information：Network, LAC/TAC, CID/ECI are resident and are started
Time etc. is as shown in table 4：
If different districts, the resident time departure t2=T2B of XDRA, XDRB is resident time started t1=T2B.If identical
Cell, XDRB is resident time started t1=T2A.Continuation judges next signaling.
Table 4
(note：If 4G nets then determine whether CSFB signalings, it is to start to calculate as 2G net attachments.2G cell is recorded
For LAC=9999, CID=9999) referring specifically to table 5：
Table 5
Situation two, judge and last XDR is as rete mirabile, judged according to scenes such as related RAU/TAU, count last XDR and terminate
Residence time, starts the residence time of this XDR, as shown in table 6 below：
Table 6
Step 3, the like can draw resident duration of the user in 2G, 3G, 4G network.Final output bottom
Form is as shown in table 7：
Table 7
Real time data of the method based on existing network collection, carries out the real-time processing of data and matches according to analysis demand, energy
It is enough significantly more efficient to carry out business support；Based on data modeling and rational algorithm structure is improved, can comprehensively embody 4G user and exist
The resident situation of 2G, 3G, 4G network, implements that normalization 4G is resident to be carried out than working mechanism and effectively and resident make than lifting work
With.
According to another aspect of the present invention, as shown in figure 4, for a kind of 4G based on XDR of the preferred embodiment of the present invention
The resident module map than index selection system 200.The system 200 is included such as lower module：
Data acquisition parsing module 210, for gathering and parsing Gb Interface and Iups interfaces and S1- in mobile communications network
The data of MME interfaces, obtain the signaling process information of user；
It is resident to be sequentially generated module 220, for being generated in the resident suitable of 2G/3G/4G according to time sequencing and time interval
Sequence；
Resident duration calculation module 230, for by signaling judgement and parser, recognizing and calculating each user and exist
The resident duration of 2G/3G/4G.
It should be noted that：
Provided herein algorithm and display be not inherently related to any certain computer, virtual bench or miscellaneous equipment.
Various fexible units can also be used together based on teaching in this.As described above, construct required by this kind of device
Structure be obvious.Additionally, the present invention is also not for any certain programmed language.It is understood that, it is possible to use it is various
Programming language realizes the content of invention described herein, and the description done to language-specific above is to disclose this
Bright preferred forms.
In specification mentioned herein, a large amount of details are illustrated.It is to be appreciated, however, that the enforcement of the present invention
Example can be put into practice in the case of without these details.In some instances, known method, structure is not been shown in detail
And technology, so as not to obscure the understanding of this description.
Similarly, it will be appreciated that in order to simplify the disclosure and help understand one or more in each inventive aspect, exist
Above in the description of the exemplary embodiment of the present invention, each feature of the present invention is grouped together into single enforcement sometimes
In example, figure or descriptions thereof.However, the method for the disclosure should be construed to reflect following intention：I.e. required guarantor
The more features of feature that the application claims ratio of shield is expressly recited in each claim.More precisely, such as following
Claims reflect as, inventive aspect is all features less than single embodiment disclosed above.Therefore,
Thus the claims for following specific embodiment are expressly incorporated in the specific embodiment, wherein each claim itself
All as the separate embodiments of the present invention.
Those skilled in the art are appreciated that can be carried out adaptively to the module in the equipment in embodiment
Change and they are arranged in one or more equipment different from the embodiment.Can be the module or list in embodiment
Unit or component are combined into a module or unit or component, and can be divided in addition multiple submodule or subelement or
Sub-component.In addition at least some in such feature and/or process or unit is excluded each other, can adopt any
Combine to all features disclosed in this specification (including adjoint claim, summary and accompanying drawing) and so disclosed
Where all processes or unit of method or equipment are combined.Unless expressly stated otherwise, this specification is (including adjoint power
Profit is required, summary and accompanying drawing) disclosed in each feature can it is identical by offers, be equal to or the alternative features of similar purpose carry out generation
Replace.
Although additionally, it will be appreciated by those of skill in the art that some embodiments described herein include other embodiments
In included some features rather than further feature, but the combination of the feature of different embodiments means in of the invention
Within the scope of and form different embodiments.For example, in the following claims, embodiment required for protection appoint
One of meaning can in any combination mode using.
The present invention all parts embodiment can be realized with hardware, or with one or more processor operation
Software module realize, or with combinations thereof realization.It will be understood by those of skill in the art that can use in practice
Microprocessor or digital signal processor (DSP) are come in the creating device for realizing virtual machine according to embodiments of the present invention
The some or all functions of a little or whole parts.The present invention is also implemented as performing method as described herein
Some or all equipment or program of device (for example, computer program and computer program).Such realization
The program of the present invention can be stored on a computer-readable medium, or can have the form of one or more signal.This
The signal of sample can be downloaded from internet website and obtained, or be provided on carrier signal, or be carried in any other form
For.
It should be noted that above-described embodiment the present invention will be described rather than limits the invention, and ability
Field technique personnel can design without departing from the scope of the appended claims alternative embodiment.In the claims,
Any reference symbol between bracket should not be configured to limitations on claims.Word "comprising" is not excluded the presence of not
Element listed in the claims or step.Word "a" or "an" before element does not exclude the presence of multiple such
Element.The present invention can come real by means of the hardware for including some different elements and by means of properly programmed computer
It is existing.If in the unit claim for listing equipment for drying, several in these devices can be by same hardware branch
To embody.The use of word first, second, and third does not indicate that any order.These words can be explained and be run after fame
Claim.
Obviously, those skilled in the art can carry out the essence of various changes and modification without deviating from the present invention to the present invention
God and scope.So, if these modifications and modification to the present invention belong to the model of the claims in the present invention and its equivalent technology
Within enclosing, then the present invention is also intended to comprising these changes and modification.
Claims (10)
1. a kind of 4G based on XDR is resident than index selection method, it is characterised in that methods described comprises the steps：
The data of Gb Interface and Iups interfaces and S1-MME interface, obtain the signaling of user in collection and parsing mobile communications network
Procedure information；
The resident order in 2G/3G/4G is generated according to time sequencing and time interval；
Judged by signaling and parser, recognize and calculate residence time of each user in 2G/3G/4G.
2. the 4G based on XDR as claimed in claim 1 is resident than index selection method, it is characterised in that：
The user is in the computational methods of the resident duration of 2G/3G/4G：All of signaling in user one day is screened by IMSI
Face XDR, by end of signaling time-sequencing in XDR, is judged successively to calculate residence time of the user in 2G/3G/4G by XDR orders.
3. the 4G based on XDR as claimed in claim 1 is resident than index selection method, it is characterised in that：
Signaling judges and parser comprises the steps：
Step one：For the intraday XDR of single user, it is determined that and judging the situation of first XDR；
Step 2：Judge next XDR situation；
Step 3, the like can draw resident duration of the user in 2G, 3G, 4G network, then export bottom form.
4. the 4G based on XDR as claimed in claim 3 is resident than index selection method, it is characterised in that：
The detailed process of the step one is as follows：
1), judge whether first XDR signaling be successful, if failure or overtime signaling are then cast out, continue next judgement；
If 2), the XDR signaling successes, determine whether Detach signalings, if then turning to do specially treated；
3), judge whether it is CSFB signalings if the XDR signalings are 4G nets, be, start to calculate as 2G net attachments；
4), start to do relative recording if the XDR signalings are other signalings, record correlation XDR information.
5. the 4G based on XDR as claimed in claim 4 is resident than index selection method, it is characterised in that：
The related XDR information includes：Place network, LAC/TAC, CID/ECI, resident time started, signaling time started, letter
Make the end time.
6. the 4G based on XDR as described in claim 3 or 4 is resident than index selection method, it is characterised in that：
The detailed process of the step 2 is as follows：
1), judge whether the next XDR signaling be successful, if failure or overtime signaling are then cast out, continue next judgement；
2), the next XDR signaling success, then determine whether Detach signalings, is to turn to do specially treated；
3), judge whether it is CSFB signalings if the next XDR signaling is 4G nets, be, as 2G net attachments meter is started
Calculate；
4), start to do relative recording if the next XDR signaling is other successful signalings.
7. the 4G based on XDR as claimed in claim 6 is resident than index selection method, it is characterised in that：
The specially treated includes the following two kinds situation：
(1) if the next XDR signaling and the same nets of last XDR, mark Home Network is resident to be terminated, and is resident time departure and is equal to signaling
End time；If there is Detach signalings, the resident end of Home Network is also marked, restart to calculate resident from next XDR；
(2) if the next XDR signaling and last XDR rete mirabiles, illustrate XDR mistakes, signaling is lost, then cast out the next XDR.
8. the 4G based on XDR as claimed in claim 6 is resident than index selection method, it is characterised in that：
If the next XDR signaling is judged as and the same nets of last XDR, the relative recording includes：Place network, LAC/
TAC, CID/ECI, resident time started, resident time departure, signaling time started, end of signaling time.
9. the 4G based on XDR as claimed in claim 6 is resident than index selection method, it is characterised in that：
If it is rete mirabile that the next XDR signaling was judged with last XDR, judged according to related RAU/TAU scenes, counted last
XDR terminates residence time, starts the residence time of this XDR.
10. a kind of 4G based on XDR is resident than index selection system, it is characterised in that the system is included such as lower module：
Data acquisition parsing module, for gathering and parsing Gb Interface and Iups interfaces and S1-MME interface in mobile communications network
Data, obtain user signaling process information；
It is resident to be sequentially generated module, for generating the resident order in 2G/3G/4G according to time sequencing and time interval；
Resident duration calculation module, for by signaling judgement and parser, recognizing and calculating each user in 2G/3G/
The resident duration of 4G.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201611048025.4A CN106604224B (en) | 2016-11-21 | 2016-11-21 | 4G residence ratio index acquisition method and system based on XDR |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201611048025.4A CN106604224B (en) | 2016-11-21 | 2016-11-21 | 4G residence ratio index acquisition method and system based on XDR |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN106604224A true CN106604224A (en) | 2017-04-26 |
| CN106604224B CN106604224B (en) | 2020-11-17 |
Family
ID=58592168
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201611048025.4A Active CN106604224B (en) | 2016-11-21 | 2016-11-21 | 4G residence ratio index acquisition method and system based on XDR |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN106604224B (en) |
Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109495914A (en) * | 2017-09-11 | 2019-03-19 | 中国移动通信集团云南有限公司 | A kind of method and device identifying depth coverage cell |
| CN110621027A (en) * | 2019-03-05 | 2019-12-27 | 普天信息工程设计服务有限公司 | Short-residence user discovery and short-residence reason analysis method |
| CN110633388A (en) * | 2019-08-15 | 2019-12-31 | 宜通世纪物联网研究院(广州)有限公司 | Real-time index generation method, system and storage medium based on communication XDR |
| CN111065125A (en) * | 2019-12-23 | 2020-04-24 | 武汉宁润软件信息技术有限公司 | Diagnostic analysis method for short residence in network |
| CN111918325A (en) * | 2020-06-28 | 2020-11-10 | 珠海世纪鼎利科技股份有限公司 | 5G user residence time obtaining method, device and equipment under NSA architecture |
| CN112367663A (en) * | 2019-07-23 | 2021-02-12 | 中国移动通信集团广东有限公司 | Method, device and equipment for determining broadband access user number |
| CN114885352A (en) * | 2022-06-17 | 2022-08-09 | 中国联合网络通信集团有限公司 | Residence time length ratio determining method and device and storage medium |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2010283498A (en) * | 2009-06-03 | 2010-12-16 | Nippon Telegr & Teleph Corp <Ntt> | Mobile communication system, mobile terminal device, access point device, and mobile communication method |
| CN102256331A (en) * | 2010-05-18 | 2011-11-23 | 中兴通讯股份有限公司 | Method and device for acquiring residence time of user in wireless network |
| CN103906102A (en) * | 2012-12-28 | 2014-07-02 | 中国电信股份有限公司 | Short stay detection optimization method and short stay detection optimization system |
| CN104955097A (en) * | 2015-06-23 | 2015-09-30 | 珠海世纪鼎利通信科技股份有限公司 | Mobile network signaling monitoring method based on kernel density distribution |
| CN105682025A (en) * | 2016-01-05 | 2016-06-15 | 重庆邮电大学 | User residing location identification method based on mobile signaling data |
| CN105898766A (en) * | 2016-06-22 | 2016-08-24 | 中国联合网络通信集团有限公司 | Base station planning method and apparatus |
-
2016
- 2016-11-21 CN CN201611048025.4A patent/CN106604224B/en active Active
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2010283498A (en) * | 2009-06-03 | 2010-12-16 | Nippon Telegr & Teleph Corp <Ntt> | Mobile communication system, mobile terminal device, access point device, and mobile communication method |
| CN102256331A (en) * | 2010-05-18 | 2011-11-23 | 中兴通讯股份有限公司 | Method and device for acquiring residence time of user in wireless network |
| CN103906102A (en) * | 2012-12-28 | 2014-07-02 | 中国电信股份有限公司 | Short stay detection optimization method and short stay detection optimization system |
| CN104955097A (en) * | 2015-06-23 | 2015-09-30 | 珠海世纪鼎利通信科技股份有限公司 | Mobile network signaling monitoring method based on kernel density distribution |
| CN105682025A (en) * | 2016-01-05 | 2016-06-15 | 重庆邮电大学 | User residing location identification method based on mobile signaling data |
| CN105898766A (en) * | 2016-06-22 | 2016-08-24 | 中国联合网络通信集团有限公司 | Base station planning method and apparatus |
Non-Patent Citations (1)
| Title |
|---|
| 黄莎: "基于多数据源关联的市网分析产品终端战略地图", 《电信工程技术与标准化》 * |
Cited By (12)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109495914A (en) * | 2017-09-11 | 2019-03-19 | 中国移动通信集团云南有限公司 | A kind of method and device identifying depth coverage cell |
| CN109495914B (en) * | 2017-09-11 | 2022-04-01 | 中国移动通信集团云南有限公司 | Method and device for identifying deep coverage cell |
| CN110621027A (en) * | 2019-03-05 | 2019-12-27 | 普天信息工程设计服务有限公司 | Short-residence user discovery and short-residence reason analysis method |
| CN112367663A (en) * | 2019-07-23 | 2021-02-12 | 中国移动通信集团广东有限公司 | Method, device and equipment for determining broadband access user number |
| CN112367663B (en) * | 2019-07-23 | 2023-04-07 | 中国移动通信集团广东有限公司 | Method, device and equipment for determining broadband access user number |
| CN110633388A (en) * | 2019-08-15 | 2019-12-31 | 宜通世纪物联网研究院(广州)有限公司 | Real-time index generation method, system and storage medium based on communication XDR |
| CN110633388B (en) * | 2019-08-15 | 2021-12-28 | 广东宜通衡睿科技有限公司 | Real-time index generation method, system and storage medium based on communication XDR |
| CN111065125A (en) * | 2019-12-23 | 2020-04-24 | 武汉宁润软件信息技术有限公司 | Diagnostic analysis method for short residence in network |
| CN111918325A (en) * | 2020-06-28 | 2020-11-10 | 珠海世纪鼎利科技股份有限公司 | 5G user residence time obtaining method, device and equipment under NSA architecture |
| CN111918325B (en) * | 2020-06-28 | 2023-11-28 | 珠海世纪鼎利科技股份有限公司 | Method, device and equipment for acquiring 5G user residence time under NSA architecture |
| CN114885352A (en) * | 2022-06-17 | 2022-08-09 | 中国联合网络通信集团有限公司 | Residence time length ratio determining method and device and storage medium |
| CN114885352B (en) * | 2022-06-17 | 2024-04-19 | 中国联合网络通信集团有限公司 | Residence time length ratio determining method, device and storage medium |
Also Published As
| Publication number | Publication date |
|---|---|
| CN106604224B (en) | 2020-11-17 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN106604224A (en) | XDR-based method and system for obtaining 4G resident ratio index | |
| CN103996036B (en) | A kind of map data collecting method and device | |
| CN104283918B (en) | A kind of WLAN terminal type acquisition methods and system | |
| CN107333232A (en) | A kind of method of locating terminal and the network equipment | |
| CN105205155A (en) | Big data criminal accomplice screening system and method | |
| CN108092685A (en) | Double card state identification method, device, equipment and the medium of double card slot terminal | |
| CN108243421A (en) | Pseudo-base station recognition methods and system | |
| CN106817712B (en) | Positioning method and device and server | |
| CN111479321B (en) | Grid construction method and device, electronic equipment and storage medium | |
| CN108718440B (en) | Security method and platform for sensitive area | |
| CN107038503A (en) | A kind of Demand Forecast method and system of shared equipment | |
| CN105225283A (en) | Based on the signing in method of wireless router and mobile phone | |
| CN108235344A (en) | The configuration method and device of a kind of adjacent area suitable for eSRVCC switchings | |
| CN103096371A (en) | Identification method and system of indoor user | |
| CN105307262A (en) | Positioning method and device for pseudo base station | |
| CN106878945A (en) | The optimization method of alignment system performance, device and mobile terminal | |
| CN109548139A (en) | A kind of cell base station longitude and latitude data correcting method based on KNN | |
| CN109376228B (en) | Information recommendation method, device, equipment and medium | |
| CN109472289B (en) | Key point detection method and device | |
| CN107818390A (en) | A kind of check requirements generation method and device | |
| CN107230384B (en) | Parking guidance system and method based on expected parking duration and weather information | |
| CN106792860B (en) | Detection method and detection device for abnormal coverage of 4G network | |
| CN105792211A (en) | Method and device for identifying pseudo base station | |
| CN107708136A (en) | A kind of high-speed rail cell recognition methods and device | |
| CN110489569B (en) | Event processing method and device based on knowledge graph |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |