CN109996256A - User's migration analysis method, apparatus calculates equipment and storage medium - Google Patents
User's migration analysis method, apparatus calculates equipment and storage medium Download PDFInfo
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- CN109996256A CN109996256A CN201711490233.4A CN201711490233A CN109996256A CN 109996256 A CN109996256 A CN 109996256A CN 201711490233 A CN201711490233 A CN 201711490233A CN 109996256 A CN109996256 A CN 109996256A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/02—Arrangements for optimising operational condition
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/08—Testing, supervising or monitoring using real traffic
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W64/00—Locating users or terminals or network equipment for network management purposes, e.g. mobility management
Abstract
The embodiment of the invention discloses a kind of user's migration analysis method, apparatus, calculate equipment and storage medium.This method comprises: determining that user is public network user or private network user；Determine that user is currently at public network or private network；And in response to determining that public network user occupies private network or private network user occupancy public network, determine abnormal migration position of the user between public network and private network.By this programme, the position and approach that network locating for private network and public network user mutually migrates can be more fully found, in order to accurately carry out corresponding optimization.
Description
Technical field
The present invention relates to radio network optimization technical fields more particularly to a kind of couple of user between public network and private network to migrate into
The method, apparatus of row analysis calculates equipment and storage medium.
Background technique
High-speed railway is quickly grown in China, and Chinese high-speed rail total length surpasses 20,000 kilometers, according to the " medium-term and long-term of newest publication
Railway network planning ", by 2025, China railways network planning mould will be up to 17.5 ten thousand kilometers or so, and wherein 3.8 ten thousand kilometers of high-speed rail or so.
High-speed rail private network is followed by the fast development construction rapidly of high-speed rail, and along with high-speed rail private network and periphery public network, Research on Interactive Problem is not increasingly prominent
Out, there is public network user occupancy private network or private network user occupancy public network in multizone, causes to complain and what network performance declined asks
Topic.
Prior art is only capable of finding public private network problem by seine test and customer complaint, can not send out in time comprehensively
Existing potential problem point is unfavorable for user's perception, and need to throw manpower energetically and object benefit, higher cost by seine mode.
Summary of the invention
Aiming at the problem that public network and private network user, which occupy mutually, causes complaint and network performance to decline, the embodiment of the present invention is mentioned
Method, apparatus, calculating equipment and the storage medium for having supplied a kind of positioning user network migration position and path, can effectively find
And network migration position is positioned, be conducive to promote network performance.
In a first aspect, the user that the embodiment of the invention provides a kind of couple between public network and private network migrates the side analyzed
Method, method include:
Determine that user is public network user or private network user；
Determine that user is currently at public network or private network；And
In response to determining that public network user occupies private network or private network user occupancy public network, determine user between public network and private network
Abnormal migration position.
Optionally, this method further include: the last item application layer signaling of former network cell is left based on user and is moved into
First application layer signaling of new network cell afterwards, identifies the network migration approach of user equipment.
Second aspect, the embodiment of the invention provides the device analyzed, dress are migrated to the user between public network and private network
Set includes: the first determining module, the second determining module, third determining module.
First determining module can determine that user is public network user or private network user.
Second determining module can determine that user is currently at public network or private network.
Third determining module can determine user in response to determining that public network user occupies private network or private network user occupancy public network
Abnormal migration position between public network and private network.
Optionally, device further include: identification module.
The last item application layer signaling of former network cell can be left based on user and move into rear new network by setting module
First application layer signaling of cell, identifies the network migration approach of user equipment.
The third aspect, the embodiment of the invention provides a kind of calculating equipment, comprising: at least one processor, at least one
Memory and computer program instructions stored in memory are realized such as when computer program instructions are executed by processor
First aspect migrates the method analyzed to the user between public network and private network in above embodiment.
Fourth aspect, the embodiment of the invention provides a kind of computer readable storage mediums, are stored thereon with computer journey
Sequence instruction realizes that first aspect is to public network and private network in such as above embodiment when computer program instructions are executed by processor
Between user migrate the method analyzed.
User provided in an embodiment of the present invention between public network and private network migrates the method, apparatus analyzed, calculating is set
Standby and storage medium forms a set of calculation method, can effectively find and position the potential problem of public network and private network migration, favorably
In promotion network performance.
Detailed description of the invention
In order to illustrate the technical solution of the embodiments of the present invention more clearly, will make below to required in the embodiment of the present invention
Attached drawing is briefly described, for those of ordinary skill in the art, without creative efforts, also
Other drawings may be obtained according to these drawings without any creative labor.
Fig. 1 shows the method that user's migration according to an embodiment of the invention between public network and private network is analyzed
Schematic flow chart.
Fig. 2 shows the schematic diagrames of private network user location algorithm according to an embodiment of the invention.
Fig. 3 shows the device that user's migration according to an embodiment of the invention between public network and private network is analyzed
Schematic block diagram.
Fig. 4 shows the schematic diagram according to an embodiment of the invention for calculating equipment.
Specific embodiment
The feature and exemplary embodiment of various aspects of the invention is described more fully below, in order to make mesh of the invention
, technical solution and advantage be more clearly understood, with reference to the accompanying drawings and embodiments, the present invention is further retouched in detail
It states.It should be understood that specific embodiment described herein is only configured to explain the present invention, it is not configured as limiting the present invention.
To those skilled in the art, the present invention can be real in the case where not needing some details in these details
It applies.Below the description of embodiment is used for the purpose of better understanding the present invention to provide by showing example of the invention.
It should be noted that, in this document, relational terms such as first and second and the like are used merely to a reality
Body or operation are distinguished with another entity or operation, are deposited without necessarily requiring or implying between these entities or operation
In any actual relationship or order or sequence.Moreover, the terms "include", "comprise" or its any other variant are intended to
Non-exclusive inclusion, so that the process, method, article or equipment including a series of elements is not only wanted including those
Element, but also including other elements that are not explicitly listed, or further include for this process, method, article or equipment
Intrinsic element.In the absence of more restrictions, the element limited by sentence " including ... ", it is not excluded that including
There is also other identical elements in the process, method, article or equipment of the element.
This programme cooperates with optimization with private network based on the big data identification public network of user, passes through high-speed rail user location algorithm, MR
Fingerprint base, user network migrate node signaling, and positioning public network and private network user mutually migrate geographical location and flyway.Fig. 1
Show the schematic flow for the method that user's migration according to an embodiment of the invention between public network and private network is analyzed
Figure.
As shown in Figure 1, can determine that user is public network user or private network user in the step s 100.Wherein, private network can
To be communication network that some industries such as high-speed rail, monitoring, department are built.
An embodiment according to the present invention determines that user is that private network is used in the case where meeting at least one of the following conditions
Family: user continuously occupies the number a predetermined level is exceeded of private network cell and connecting sequence is consistent with predetermined party tropism connecting sequence；
User rate reaches predetermined threshold；The ratio that user's MR sampled point occupies the road grid reaches predetermined ratio.
For example, can tentatively identify public network and private network user by the high-speed rail cell library pre-established.
High-speed rail is mainly covered by high-speed rail private network, and there is losses for high-speed rail private network greatly, and switching is frequent, the technologies such as Doppler frequency shift
Problem.Reasonable (overlapping covered) planning of switching band is to realize that network service is continuously basic, and switching will lead to too small
Handover failure, it is excessive, it will lead to interference and increase, and then influence customer service perception, therefore rationally to set in high-speed rail coverage planning
Meter switching band.
High-speed rail user is connected by high-speed rail private network cell through service under normal circumstances in high-speed rail, and high-speed rail traveling has side
Tropism connects sequence and fixes, and user continuously occupies 3 and the above high-speed rail private network cell and connects sequence and high-speed rail directionality connects
Sequence is consistent, and can tentatively judge to ask high-speed rail user.
It can further determine that user is private network user based on user rate.
Based on MR fingerprint base, user's longitude and latitude is obtained when first private network cell of user occupancy, every 10 minutes or
Other predetermined time intervals obtain user's longitude and latitude, calculate user's Mean Speed, and Mean Speed is greater than 150 kilometers/hour
User can be determined as private network user.
Wherein, MR (measurement report) refers to that every 480ms (every 470ms on signaling channel) sends once information on a traffic channel
Data, mobile terminal are periodic to base station with the mode of MR at a time interval on a traffic channel by control channel
The information such as the downlink signal intensity of cell where reporting, quality, downlink information that base station reports terminal and themselves capture it is upper
Row physical message is uploaded to base station controller.The measurement report reported by acquiring all terminal users of network, according to certain
The measurement data of all user terminals is rendered into the map of space by space orientation algorithm, can be dry for network quality assessment, network
The offers support such as analysis, Neighborhood Optimization, coverage optimization is provided.Therefore, it is necessary to which MR fingerprint database is pre-created, discrete letter is stored
Number intensity and position coordinates.
An embodiment according to the present invention can generate road grid along road route where user.
For example, the grid of 30*100 or other quantity can be processed by program according to the road figure layer that user provides, it is wide
Degree is 30 meters, depending on road width, road route grid is automatically generated along road route, to be calibrated.Work as user
More than MR sampled point 80% or other accountings in high-speed rail grid, it can confirm that user is private network user.
It can determine that user is currently at public network or private network in step s 200.
It continuously occupies the number a predetermined level is exceeded of private network cell for example, user ought be met simultaneously and connects sequence and make a reservation for
Directionality connects that sequence is consistent, user rate reaches predetermined threshold, user's MR sampled point occupies the ratio of the road grid and reaches
When to three conditions of predetermined ratio, determine that user is in private network.When meeting, user rate reaches predetermined threshold and user MR is adopted
The ratio that sampling point occupies the road grid reaches predetermined ratio, but be unsatisfactory for user and continuously occupy the number of private network cell be more than
It predetermined quantity and connects sequence and predetermined party tropism to connect sequence consistent, determine user for the private network user in public network.When with
Upper three conditions are all unsatisfactory for, and can determine that user is in the public network user of public network.
In step S300 user can be determined in response to determining that public network user occupies private network or private network user occupancy public network
Abnormal migration position between public network and private network.
Wherein, abnormal migration position, which refers to, migrates the public network that other regions except node occur in public network and private network user
The position for mutually migrating or occupying with private network.
An embodiment according to the present invention can leave the cell place road grid of former network based on user and migrate into new
Road grid where the cell of network, determines abnormal migration position.
Since only region is set as public network at the train station in principle and private network user migrates node, other region public affairs private networks are used
Family cannot mutually migrate, when user, which leaves former network migration, enters new network, record when leaving former cell grid where user with
Grid where user when migrating into new cell, (including 2 grids) can be determined as abnormal migration position between the two grids
It sets.Enter public network if it is private network user's abnormal migration, grid where when leaving and moving into is not on railway gridline road, selection
Nearest high-speed rail grid.
An embodiment according to the present invention, this method further include: the position of the switching band based on private network minizone, user equipment
Switching time point and current time in private network minizone determine the user current location for being in private network.
Private network cell switching sequence can be determined based on drive test data, and establishes switching band database, determine each switching
Band position.
Wherein, drive test data is to acquire signal strength, signal quality, access and mobility related signaling by drive test instrument
The data such as process, related cell identification code, area identity, geographical location information locating for user equipment, by analyzing these numbers
According to the progress network optimization.There are mainly two types of the methods for forming cell switching sequence: for different adjacent areas adjustment handoff threshold and needle
Switching priority is arranged to different adjacent areas.It can be determined by being decoded, being put in storage to all drive test datas, pre-process
The position of each switching band.
Fig. 2 shows the schematic diagrames of private network user location algorithm according to an embodiment of the invention.As shown in Fig. 2, adjacent
The lap position of cell is switching band, can recorde each user of user and switches band time point, current user position can be by working as
Preceding user velocity positioning, is calculated user in the position of t2 switching point.The use for being in private network can be determined based on following formula
Family current location:
L (user location)=L (switching point C- switching point B)/(t3-t1) * t2+L (switching point B)
Wherein, L (switching point C- switching point B) is the distance between switching point B and switching point C, and t1, t2, t3 are respectively to cut
It changes the switching time of point B, current location switching point, switching point C, L (switching point B) is that switching point B is switching in database
Position, L (user location) is user current location.
An embodiment according to the present invention, this method can also include: that the last item of former network cell is left based on user
Application layer signaling and first application layer signaling for moving into rear new network cell, identify the network migration approach of user equipment.
Since CDMA agreement is divided into: Physical Layer, MAC Sublayer, LAC Sublayer and Upper
Layers.Layer 1 provides the transmission between base station and MS and receives Radio Link, such as physical layer.Layer 2 is being to provide signaling message just
Really transmission and reception, including part repeat to detect.Layer 2 is to utilize the application of the link complete layer 3 of layer 1, such as link for popular
Access control, media access control etc..Layer 3 is exactly to transmit control message, using with upper-layer protocol etc..Application layer signaling is 3
Layer signaling.
In general, minizone migration there are gravity treatment, switching, redirect, re-establish, that CSFB is returned, different system returns to 4G etc. is main
Approach is wanted, last 1 signaling of former 4G network can be left in acquisition user, is used with first signaling identification of new 4G cell after moving into
Family flyway.
An embodiment according to the present invention identifies that the network migration approach of user equipment may include:
It is reset when user leaves the last item signaling of former network cell for RRC connection, and in the last item signaling
Comprising executing handover request, first signaling for migrating into new network cell is that RRC connection resetting is completed, and determines that user is based on cutting
The migration of swap-in row.
RRC connection reconfiguration, which is set, is intended to modify RRC connection, for example, foundation/modification/release RB, switches over, prepares/repairs
Change/discharge measurement.UE leaves former cell the last item signaling as RRC CONNECTION RECONFIGURATIAON, and signaling
In include mobility Conrtollnfo IE (executing switching), migrate into first signaling of new cell as RRC
Connection reconfiguration complete can determine whether that user is based on switching and migrates.
When the last item signaling that user leaves former network cell is RRC Connection Release, and in the last item signaling
The frequency point for the redirection parameter instruction for including is identical as the frequency point for migrating into new network cell, determines that user is based on redirecting and carries out
Migration.
Redirection in LTE refers to that system passes through in RRCConnectionRelease message
RedirectedCarrierInfo instruction UE will attempt to be resident system specified/frequency point and redirect after leaving connected state to have
Two ways, based on the sum of measurement based on non-measured.Based on non-measured redirection i.e. blind redirection.The process of switching
It is that RRC is constantly in connection status, and redirects when being that RRC be in connection status, first discharges, then pass through the frequency of redirection
Point re-connects on another frequency point.For example, it is RRC that UE, which leaves the last one cell the last item signaling,
Connection Release and include Redirected CarrierInfo identical as the 4G subdistrict frequency point newly migrated, can determine whether
User is based on redirecting and migrate.
When user migrate into new network cell first signaling be position updating request, determine user be based on different system return
It is migrated back into row.
When mobile station is moved to another TA by a TA, it is necessary to re-start location register on new TA to notify
Network changes the location information of the mobile station that it is stored, this process is exactly tracing section updating.For example, returning to 4G from 2/3G
After system, UE can carry out TAU in the 4G cell of new income, and first signaling is Location updating Request, can be sentenced
Disconnected user is migrated into based on 2/3G.
When first signaling that user migrates into new network cell is position updating request, and user leaves former network cell
The last item signaling be RRC Connection Release, it includes parameter instruction frequency point it is consistent with the frequency point that base station side configures, determination
User is based on CSFB return and moves into.
CSFB is suitable for the scene of 2G/3G circuit domain covering Chong Die with the wireless network of TD-LTE, and it is small that CSFB enters new 4G
Area is Location updating Request with first signaling as above, and UE leaves mono- cell the last item of former 4G
Signaling is RRC Connection Release and includes followingARFCNs consistent with the 2G frequency point that base station side configures.If
It is whether consistent with base side configuration 3G frequency point to verify to 3G network to return to strategy.
It is requested when user leaves the last item signaling of former network cell for RRC connection reconstruction, moves into new network cell
First signaling is RRC connection reconstruction and includes that RRC connection reconstruction completes information, determines that user is based on re-establishing migrating.
When being in RRC connection status, if there is handover failure, Radio Link Failure, integrity protection failure, RRC
Reconfiguration failure, situation, it will triggering RRC connection reestablishment procedure.For example, mono- cell the last item signaling of 4G is RRC
Connection Reestablishment Request, first signaling RRC Connection of new 4G cell after moving into
Reestablishment simultaneously issues RRC Connection Reestablishment Complete, can determine whether that user is based on weight
Building way is moved into.
Network cell is newly moved into not in same tracking area the encoding list when user leaves former network cell and user, and
It moves into first signaling of network cell newly as tracing section updating request, determines that user is based on gravity treatment and migrates.
When UE is in idle condition, core net is able to know that the tracking area where UE, while the UE being in idle condition
When needing to be paged, it is necessary to be paged in all cells for the tracking area that UE is registered.When UE is mobile, and TA change occurs, eventually
End is needed to core net initiating updating of tracking area.Not in same TAC LIST, gravity treatment is migrated to be updated with TAC for public network and private network,
It is Tracking arae update request into first signaling of new cell, can determine whether that user is based on gravity treatment approach and moves
Enter.
Through the above scheme, it is based on MR fingerprint base and high-speed rail user's location algorithm, positions user's abnormal migration position, and base
In signaling automatic positioning public network and private network user abnormal migration approach, public private network potential problem can be effectively found and be positioned, is had
Conducive to promotion network performance.
Fig. 3 shows the device that user's migration according to an embodiment of the invention between public network and private network is analyzed
Schematic block diagram.As shown in figure 3, the device 300 may include: the first determining module 310, the second determining module 320,
Three determining modules 330.
First determining module 310 can determine that user is public network user or private network user.
Second determining module 320 can determine that user is currently at public network or private network.
Third determining module 330 can be determined in response to determining that public network user occupies private network or private network user occupancy public network
Abnormal migration position of the user between public network and private network.
An embodiment according to the present invention, the device 300 can also include: generation module.
Generation module can generate road grid along road route where user.
An embodiment according to the present invention, the device 300 can also include: the 4th determining module.
4th determining module can position based on the switching band of private network minizone, user equipment cut private network minizone
Time point and current time are changed, determines the user current location for being in private network.
An embodiment according to the present invention, the device 300 can also include: identification module,
Identification module can leave the last item application layer signaling of former network cell based on user and move into rear new network
First application layer signaling of cell, identifies the network migration approach of user equipment.
In conclusion the technical solution of the disclosure based on MR fingerprint location and high-speed rail user location location algorithm basis
On, high-speed rail grid route is established, public private network abnormal migration position location algorithms are introduced, abnormal move is oriented by user's big data
Pan position, discovery public affairs private network problem that more can comprehensively accurately and timely.User's key signaling node, and base are acquired based on big data
In flyway recognizer, public network and private network user abnormal migration approach are positioned, accurately to carry out corresponding optimization.
In addition, migrating the side analyzed to the user between public network and private network in conjunction with Fig. 1 embodiment of the present invention described
Method can be realized by calculating equipment.Fig. 4 shows the hardware structural diagram provided in an embodiment of the present invention for calculating equipment.
Calculating equipment may include processor 401 and the memory 402 for being stored with computer program instructions.
Specifically, above-mentioned processor 401 may include central processing unit (CPU) or specific integrated circuit
(Application Specific Integrated Circuit, ASIC), or may be configured to implement implementation of the present invention
One or more integrated circuits of example.
Memory 402 may include the mass storage for data or instruction.For example it rather than limits, memory
402 may include hard disk drive (Hard Disk Drive, HDD), floppy disk drive, flash memory, CD, magneto-optic disk, tape or logical
With the combination of universal serial bus (Universal Serial Bus, USB) driver or two or more the above.It is closing
In the case where suitable, memory 402 may include the medium of removable or non-removable (or fixed).In a suitable case, it stores
Device 402 can be inside or outside data processing equipment.In a particular embodiment, memory 402 is nonvolatile solid state storage
Device.In a particular embodiment, memory 402 includes read-only memory (ROM).In a suitable case, which can be mask
ROM, programming ROM (PROM), erasable PROM (EPROM), the electric erasable PROM (EEPROM), electrically-alterable ROM of programming
(EAROM) or the combination of flash memory or two or more the above.
Processor 401 is by reading and executing the computer program instructions stored in memory 402, to realize above-mentioned implementation
Any one in example migrates the method analyzed to the user between public network and private network.
In one example, calculating equipment may also include communication interface 403 and bus 410.Wherein, as shown in figure 4, processing
Device 401, memory 402, communication interface 403 connect by bus 410 and complete mutual communication.
Communication interface 403 is mainly used for realizing in the embodiment of the present invention between each module, device, unit and/or equipment
Communication.
Bus 410 includes hardware, software or both, and the component for calculating equipment is coupled to each other together.For example and
It is unrestricted, bus may include accelerated graphics port (AGP) or other graphics bus, enhancing Industry Standard Architecture (EISA) bus,
Front side bus (FSB), super transmission (HT) interconnection, the interconnection of Industry Standard Architecture (ISA) bus, infinite bandwidth, low pin count (LPC)
Bus, memory bus, micro- channel architecture (MCA) bus, peripheral component interconnection (PCI) bus, PCI-Express (PCI-X)
Bus, Serial Advanced Technology Attachment (SATA) bus, Video Electronics Standards Association part (VLB) bus or other suitable buses
Or the combination of two or more the above.In a suitable case, bus 410 may include one or more buses.To the greatest extent
Specific bus has been described and illustrated in the pipe embodiment of the present invention, but the present invention considers any suitable bus or interconnection.
In addition, migrating the method analyzed, the present invention to the user between public network and private network in conjunction in above-described embodiment
Embodiment can provide a kind of computer readable storage medium to realize.Computer journey is stored on the computer readable storage medium
Sequence instruction；The computer program instructions realize any one in above-described embodiment between public network and private network when being executed by processor
User migrate the method analyzed.
By this programme, public network and private network abnormal migration potential problem can be effectively found and be positioned, saves conventional method
The investment of manpower and material resources can perceive poor problem to discovery user in time, be conducive to promote network performance, it is satisfied improve user
Degree.
It should be clear that the invention is not limited to specific configuration described above and shown in figure and processing.
For brevity, it is omitted here the detailed description to known method.In the above-described embodiments, several tools have been described and illustrated
The step of body, is as example.But method process of the invention is not limited to described and illustrated specific steps, this field
Technical staff can be variously modified, modification and addition after understanding spirit of the invention, or suitable between changing the step
Sequence.
Functional block shown in structures described above block diagram can be implemented as hardware, software, firmware or their group
It closes.When realizing in hardware, it may, for example, be electronic circuit, specific integrated circuit (ASIC), firmware appropriate, insert
Part, function card etc..When being realized with software mode, element of the invention is used to execute program or the generation of required task
Code section.Perhaps code segment can store in machine readable media program or the data-signal by carrying in carrier wave is passing
Defeated medium or communication links are sent." machine readable media " may include any medium for capableing of storage or transmission information.
The example of machine readable media includes electronic circuit, semiconductor memory devices, ROM, flash memory, erasable ROM (EROM), soft
Disk, CD-ROM, CD, hard disk, fiber medium, radio frequency (RF) link, etc..Code segment can be via such as internet, inline
The computer network of net etc. is downloaded.
It should also be noted that, the exemplary embodiment referred in the present invention, is retouched based on a series of step or device
State certain methods or system.But the present invention is not limited to the sequence of above-mentioned steps, that is to say, that can be according in embodiment
The sequence referred to executes step, may also be distinct from that the sequence in embodiment or several steps are performed simultaneously.
The above description is merely a specific embodiment, it is apparent to those skilled in the art that,
For convenience of description and succinctly, the system, module of foregoing description and the specific work process of unit can refer to preceding method
Corresponding process in embodiment, details are not described herein.It should be understood that scope of protection of the present invention is not limited thereto, it is any to be familiar with
Those skilled in the art in the technical scope disclosed by the present invention, can readily occur in various equivalent modifications or substitutions,
These modifications or substitutions should be covered by the protection scope of the present invention.
Claims (11)
1. a kind of couple of user between public network and private network migrates the method analyzed, which is characterized in that the described method includes:
Determine that user is public network user or private network user；
Determine that user is currently at public network or private network；
In response to determining that public network user occupies private network or private network user occupancy public network, exception of the user between public network and private network is determined
Migration position.
2. the method according to claim 1, wherein the method also includes:
Road grid is generated along road route where user.
3. according to the method described in claim 2, it is characterized in that, this method further include: at least one in meeting the following conditions
In the case where, determine that user is private network user:
User continuously occupies the number a predetermined level is exceeded of private network cell and connecting sequence is consistent with predetermined party tropism connecting sequence；
User rate reaches predetermined threshold；
The ratio that user's MR sampled point occupies the road grid reaches predetermined ratio.
4. according to the method described in claim 2, it is characterized in that, this method further include:
Predetermined quantity is not up in the number that user continuously occupies private network cell and connects sequence and predetermined party tropism connecting sequence
It is inconsistent, and user rate reaches predetermined threshold and user's MR sampled point occupies the ratio of the road grid and reaches predetermined ratio
In the case where example, determine that user is the private network user in public network.
5. according to the method described in claim 2, it is characterized in that, described in response to determining that public network user occupies private network or private network
User occupancy public network, the step of determining abnormal migration position of the user between public network and private network include:
Road grid where being left the cell of former network based on user and the cell place road grid for migrating into new network, are determined
Abnormal migration position.
6. the method according to claim 1, wherein the method also includes:
The switching position of band, user equipment based on private network minizone private network minizone switching time point and it is current when
Between, determine the user current location for being in private network.
7. the method according to claim 1, wherein the method also includes:
The last item application layer signaling of former network cell is left based on user and moves into first application of rear new network cell
Layer signaling, identifies the network migration approach of user equipment.
8. the method according to the description of claim 7 is characterized in that described the last item for leaving former network cell based on user
Application layer signaling and first application layer signaling for moving into rear new network cell identify the step of the network migration approach of user equipment
Suddenly include:
It is reset when user leaves the last item signaling of former network cell for RRC connection, and includes in the last item signaling
Handover request is executed, first signaling for migrating into new network cell is that RRC connection resetting is completed, and determines that user is based on being switched into
Row migration；And/or
When the last item signaling that user leaves former network cell is RRC Connection Release, and in the last item signaling include
Redirection parameter instruction frequency point it is identical with the frequency point for migrating into new network cell, determine user be based on redirection move
It moves；And/or
When user migrate into new network cell first signaling be position updating request, determine user be based on different system return into
Row migration；And/or
When first signaling that user migrates into new network cell is position updating request, and user leaves former network cell most
Latter signaling is RRC Connection Release, it includes parameter instruction frequency point it is consistent with the frequency point that base station side configures, determine user
It is moved into based on CSFB return；And/or
It is requested when user leaves the last item signaling of former network cell for RRC connection reconstruction, moves into the first of new network cell
Signaling is RRC connection reconstruction and includes that RRC connection reconstruction completes information, determines that user is based on re-establishing migrating；And/
Or
It is not moved in same tracking area the encoding list, and newly when user leaves former network cell and user and newly moves into network cell
Enter first signaling of network cell for tracing section updating request, determines that user is based on gravity treatment and migrates.
9. a kind of couple of user between public network and private network migrates the device analyzed, which is characterized in that described device includes:
First determining module, for determining that user is public network user or private network user；
Second determining module, for determining that user is currently at public network or private network；
Third determining module, for determining that user exists in response to determining that public network user occupies private network or private network user occupancy public network
Abnormal migration position between public network and private network.
10. a kind of calculating equipment characterized by comprising at least one processor, at least one processor and be stored in institute
The computer program instructions in memory are stated, are realized when the computer program instructions are executed by the processor as right is wanted
Seek method described in any one of 1-8.
11. a kind of computer readable storage medium, is stored thereon with computer program instructions, which is characterized in that when the calculating
Such as method of any of claims 1-8 is realized when machine program instruction is executed by processor.
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Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112243245A (en) * | 2019-07-16 | 2021-01-19 | 中国移动通信集团浙江有限公司 | Public and private network collaborative optimization method, device, equipment and computer storage medium |
| CN112333707A (en) * | 2019-07-16 | 2021-02-05 | 中国移动通信集团浙江有限公司 | Public and private network collaborative optimization method, device, equipment and computer storage medium |
| CN113409018A (en) * | 2021-06-25 | 2021-09-17 | 北京红山信息科技研究院有限公司 | People flow density determination method, device, equipment and storage medium |
| CN115136654A (en) * | 2022-05-26 | 2022-09-30 | 北京小米移动软件有限公司 | Cell redirection method and device, and storage medium |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20050059390A1 (en) * | 1998-11-09 | 2005-03-17 | Cisco Technology, Inc. | Method and apparatus for integrated wireless communications in private and public network environments |
| CN106572503A (en) * | 2015-10-09 | 2017-04-19 | 中兴通讯股份有限公司 | Non-private-network user transferring method and apparatus |
| CN106792754A (en) * | 2016-12-30 | 2017-05-31 | 广东海格怡创科技有限公司 | Communication user detection method and system in high ferro |
| CN106921982A (en) * | 2015-12-24 | 2017-07-04 | 中国移动通信集团浙江有限公司 | A kind of method and device of communication abnormality assessment |
-
2017
- 2017-12-30 CN CN201711490233.4A patent/CN109996256B/en active Active
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20050059390A1 (en) * | 1998-11-09 | 2005-03-17 | Cisco Technology, Inc. | Method and apparatus for integrated wireless communications in private and public network environments |
| CN106572503A (en) * | 2015-10-09 | 2017-04-19 | 中兴通讯股份有限公司 | Non-private-network user transferring method and apparatus |
| CN106921982A (en) * | 2015-12-24 | 2017-07-04 | 中国移动通信集团浙江有限公司 | A kind of method and device of communication abnormality assessment |
| CN106792754A (en) * | 2016-12-30 | 2017-05-31 | 广东海格怡创科技有限公司 | Communication user detection method and system in high ferro |
Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112243245A (en) * | 2019-07-16 | 2021-01-19 | 中国移动通信集团浙江有限公司 | Public and private network collaborative optimization method, device, equipment and computer storage medium |
| CN112333707A (en) * | 2019-07-16 | 2021-02-05 | 中国移动通信集团浙江有限公司 | Public and private network collaborative optimization method, device, equipment and computer storage medium |
| CN112243245B (en) * | 2019-07-16 | 2022-08-12 | 中国移动通信集团浙江有限公司 | Public and private network collaborative optimization method, device, equipment and computer storage medium |
| CN113409018A (en) * | 2021-06-25 | 2021-09-17 | 北京红山信息科技研究院有限公司 | People flow density determination method, device, equipment and storage medium |
| CN113409018B (en) * | 2021-06-25 | 2024-03-05 | 北京红山信息科技研究院有限公司 | People stream density determining method, device, equipment and storage medium |
| CN115136654A (en) * | 2022-05-26 | 2022-09-30 | 北京小米移动软件有限公司 | Cell redirection method and device, and storage medium |
| CN115136654B (en) * | 2022-05-26 | 2024-03-01 | 北京小米移动软件有限公司 | Cell redirection method and device and storage medium |
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