CN105491529B - The memory mapping treatment method and big data platform of mobile terminal locations data - Google Patents
The memory mapping treatment method and big data platform of mobile terminal locations data Download PDFInfo
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- CN105491529B CN105491529B CN201610009352.2A CN201610009352A CN105491529B CN 105491529 B CN105491529 B CN 105491529B CN 201610009352 A CN201610009352 A CN 201610009352A CN 105491529 B CN105491529 B CN 105491529B
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- 238000000034 method Methods 0.000 title claims abstract description 32
- 238000013507 mapping Methods 0.000 title claims abstract description 20
- 230000008859 change Effects 0.000 claims abstract description 53
- 238000012545 processing Methods 0.000 claims abstract description 42
- 230000006399 behavior Effects 0.000 claims abstract description 28
- 238000004891 communication Methods 0.000 claims abstract description 27
- 230000005055 memory storage Effects 0.000 claims abstract description 16
- 230000000052 comparative effect Effects 0.000 claims description 6
- 230000005540 biological transmission Effects 0.000 claims 2
- 238000010586 diagram Methods 0.000 description 8
- 238000003672 processing method Methods 0.000 description 7
- 230000008569 process Effects 0.000 description 4
- 238000004364 calculation method Methods 0.000 description 3
- 238000013500 data storage Methods 0.000 description 3
- 230000006870 function Effects 0.000 description 3
- 238000004458 analytical method Methods 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 230000009471 action Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
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- 238000007726 management method Methods 0.000 description 1
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Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/06—Digital input from, or digital output to, record carriers, e.g. RAID, emulated record carriers or networked record carriers
- G06F3/0601—Interfaces specially adapted for storage systems
- G06F3/0628—Interfaces specially adapted for storage systems making use of a particular technique
- G06F3/0646—Horizontal data movement in storage systems, i.e. moving data in between storage devices or systems
- G06F3/0647—Migration mechanisms
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
- H04W4/029—Location-based management or tracking services
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W8/00—Network data management
- H04W8/22—Processing or transfer of terminal data, e.g. status or physical capabilities
Abstract
The invention discloses a kind of memory mapping treatment method of mobile terminal locations data and big data platform, method includes: the number information that the mobile terminal is obtained when communication behavior occurs for mobile terminal and currently resident base station cell mark；And judge the change in location situation of the mobile terminal, data relevant to the mobile terminal stored in memory, the information of mobile terminal that memory is used to store the historical position data of several mobile terminals in preset time and several base stations are serviced are updated according to change in location situation；It is more than that the historical position data of several mobile terminals of preset time and information of mobile terminal that several base stations are serviced are sent in historical data processing hard disk by memory storage.The whole efficiency handled mobile terminal locations is promoted, and list index may be implemented in enquiry of historical data, inquiry velocity faster, can promote the whole efficiency that big data platform quickly handles the change of great amount of terminals position data.
Description
Technical field
The present invention relates to field of communication technology more particularly to a kind of memory mapping treatment methods of mobile terminal locations data
And big data platform.
Background technique
In recent years, with the rapid development in city, the scale in city is increasing, and the mobility status of personnel is to city in city
City's planning and traffic programme play a crucial role.
It is existing usual to the acquisition methods of flow of personnel situation in city are as follows: to be obtained by mobile terminal locations data
It takes, specifically, the GPS module by setting on mobile terminals, obtains a large amount of user's real time position data of user.It will refer to
Determine user and is formed his the action trail number within this period after the position on one group of continuous time point is together in series
According to.Finally, the data after analysis can be used for monitoring management, timing positioning, peace by carrying out analysis application to data above
Full alarm, traffic guidance scheduling, logistics, remote-control romote-sensing, user service application etc..
But in the prior art, a large number of users installation GPS module is needed, does not need such as to make to obtain terminal GPS data
Used time needs to close terminal GPS position information.Common GPS data processing mode is the Hadoop class of SQL or open source, effect
Rate is relatively low.Furthermore it is also possible to data processing is carried out by using traditional memory bank, although can efficiently complete, but if
The excessive data volume of number of users of mobile terminal is big, and memory expends excessively, and it is low to also result in treatment effeciency.
Summary of the invention
The present invention provide a kind of mobile terminal locations data big data platform memory mapping treatment method and big data it is flat
Platform, when for solving to obtain in the prior art and handle the data largely generated by mobile terminal, the processing effect of data processing
The low technical problem of rate.
One aspect of the present invention provides a kind of big data platform memory mapping treatment method of mobile terminal locations data, packet
It includes:
Big data platform receives any communication of mobile terminal behavior instruction information that the network element device is sent, from network element
The current position data of the mobile terminal is obtained in equipment, the current position data includes the number letter of the mobile terminal
The location information of breath and currently resident base station cell；
The big data platform judges the change in location situation of the mobile terminal, and root according to the current position data
The data relevant to the mobile terminal stored in memory are updated according to the change in location situation, the memory is for storing
The information of mobile terminal that the historical position data of several mobile terminals in preset time and several base stations are serviced, the movement
Terminal historical position data includes the number information of the mobile terminal and the base station cell location information that history is resident, the base
Serviced information of mobile terminal of standing includes the mark and the current resident shifting that the base station is resided in history of the base station
Dynamic termination number；
The memory storage is more than the history bit of several mobile terminals of the preset time by the big data platform
It sets data and information of mobile terminal that several base stations are serviced is sent in historical data processing hard disk.
Another aspect of the present invention provides a kind of big data platform, comprising:
Receiving module, the receiving module are used to receive any communication of mobile terminal behavior that the network element device is sent and refer to
Show information, the current position data of the mobile terminal is obtained from network element device, the current position data includes the shifting
The number information of dynamic terminal and the location information of currently resident base station cell；
Processing module, the processing module are used to judge according to the current position data that the position of the mobile terminal to become
Change situation, and the data relevant to the mobile terminal stored in memory are updated according to the change in location situation, it is described
The mobile terminal that memory is used to store the historical position data of several mobile terminals in preset time and several base stations are serviced
Information, the mobile terminal historical position data include the number information of the mobile terminal and the base station cell position that history is resident
Confidence breath, the information of mobile terminal that the base station is serviced include that the mark of the base station and current resident and history reside in
The mobile terminal number of the base station；
Memory module, the memory module are used to be more than the several mobile whole of the preset time by the memory storage
The information of mobile terminal that the historical position data at end and several base stations are serviced is sent in historical data processing hard disk.
The processing method of the memory mapping treatment method of mobile terminal locations data provided by the invention, by mobile whole
When communication behavior occurs for end, the number information and currently resident base station cell for obtaining the mobile terminal are identified；And judge
The change in location situation of the mobile terminal updates the described stored in memory and mobile terminal according to the change in location situation
Relevant data, the memory are used to store historical position data and the several base stations institute of several mobile terminals in preset time
The information of mobile terminal of service；It is more than the historical position number of several mobile terminals of the preset time by the memory storage
It is sent in historical data processing hard disk according to the information of mobile terminal serviced with several base stations, to the processing of dynamic location data of terminals
Process is simple, promotes the whole efficiency handled mobile terminal locations, and list rope may be implemented in enquiry of historical data
Draw, inquiry velocity faster, can promote the whole efficiency that big data platform quickly handles the change of great amount of terminals position data, meet
To location updating it is real-time, quasi real time inquire, and be unlikely to so that big data platform memory overflows etc..
Also, using the location data of terminals in carrier network, evades user and need to close terminal GPS location；Meanwhile
The big data platform processing method mapped using memory is completed the quick of the position of a large number of users and calculated and mass data storage
Double demands.
Detailed description of the invention
Fig. 1 is the big data platform memory mapping treatment method for the mobile terminal locations data that the embodiment of the present invention one provides
Flow chart；
Fig. 2 is the big data platform memory mapping treatment method of mobile terminal locations data provided by Embodiment 2 of the present invention
Flow chart；
Fig. 3 is the big data platform memory mapping treatment method for the mobile terminal locations data that the embodiment of the present invention three provides
Flow chart；
Fig. 4 is the big data platform memory mapping treatment method for the mobile terminal locations data that the embodiment of the present invention four provides
Flow chart；
Fig. 5 is the structural schematic diagram for the big data platform that the embodiment of the present invention five provides；
Fig. 6 is the structural schematic diagram for the big data platform that the embodiment of the present invention six provides；
Fig. 7 is the structural schematic diagram for the big data platform that the embodiment of the present invention seven provides；
Fig. 8 is the structural schematic diagram for the big data platform that the embodiment of the present invention eight provides.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention
In attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is
A part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art
Every other embodiment obtained without making creative work, shall fall within the protection scope of the present invention.
Embodiment one
Fig. 1 is the big data platform memory mapping treatment method for the mobile terminal locations data that the embodiment of the present invention one provides
Flow chart, as shown in Figure 1, the method for the present embodiment may include:
Step 101, big data platform receives any communication of mobile terminal behavior instruction letter that the network element device is sent
Breath, obtains the current position data of the mobile terminal from network element device, and the current position data includes described mobile whole
The number information at end and currently resident base station cell information；
Specifically, instruction information is the instruction letter that base station is sent to big data platform after communication behavior occurs for mobile terminal
Breath.The base station cell information that may include the number information of the mobile terminal in instruction information and be currently resident.
Step 102, the big data platform judges the change in location of the mobile terminal according to the current position data
Situation, and the data relevant to the mobile terminal stored in memory are updated according to the change in location situation, it is described interior
Deposit the mobile terminal letter that historical position data and several base stations for storing several mobile terminals in preset time are serviced
Breath, the mobile terminal historical position data include the number information of the mobile terminal and the base station cell position that history is resident
Information, the information of mobile terminal that the base station is serviced include that the mark of the base station and current resident and history reside in institute
State the mobile terminal number of base station；
Wherein, the quantity of mobile terminal can consider setting, and the quantity of base station is the institute in current area or designated area
There is base station.
Further, the resident base station cell location information of history includes: that the resident base station of the mobile terminal history is small
Area's mark, resident initial time and duration and switching times.
Correspondingly, currently resident base station cell information may include: mobile terminal be currently resident base station cell mark,
Resident initial time and duration and switching times.
Specifically, by the way that preset time is arranged, the historical position data of several mobile terminals in preset time is controlled
The information of mobile terminal serviced with several base stations is stored in memory.The historical position of several mobile terminals in preset time
The storage mode of data is that the number information for establishing mobile terminal, the corresponding all history of the number information of mobile terminal are resident
Base station cell location information and first tables of data at current time.First tables of data specifically includes: the number letter of mobile terminal
The list of the resident base station cell location information of all history corresponding with the number information for storing each mobile terminal is ceased, it should
Include in list the history that arranges sequentially in time resident base station cell mark, resident initial time and duration,
And switching times.
The storage mode for the information of mobile terminal that several base stations in preset time are serviced be establish Base Station Identification, when
Preceding resident and history resides in the second tables of data of the mobile terminal number and current time of the base station.Have in second tables of data
Body includes the mobile terminal number for residing in the base station, the mobile terminal number and the base station being sequentially arranged
Corresponding relationship, the mobile terminal number attaching information and information of roaming place.
More specifically, identify that number home information is specially the user's registration of mobile terminal by mobile terminal number
Divide by saving, the mark of base station is currently resident by mobile terminal and number home information judges whether mobile terminal is that roaming is used
Family, and then determine information of roaming place.
Step 103, the memory storage is more than several mobile terminals of the preset time by the big data platform
Historical position data and the information of mobile terminal that is serviced of several base stations be sent in historical data processing hard disk.
Specifically, when being more than the preset time, several mobile terminals for will being stored in the first tables of data in memory
Historical position data go out to generate the first historical data table of the mobile terminal into hard disk, deposited in the first historical data table
Contain the number information of mobile terminal and the base station cell location information that history is resident；It can be inquired from the first historical data table
The motion track of a certain mobile terminal number.
The information of mobile terminal data that the several base stations stored in the second tables of data in memory are serviced go out to hard disk
In to generate the second historical data table, mark and the current resident and history that base station is stored in the second historical data table are resident
Mobile terminal number in the base station.It is whole that all movements that a certain base station is serviced can be inquired from the second historical data table
Hold the motion track in certain time period.
The present embodiment provides a kind of memory mapping treatment methods of mobile terminal locations data, by occurring in mobile terminal
When communication behavior, the number information and currently resident base station cell for obtaining the mobile terminal are identified；And judge the movement
The change in location situation of terminal updates described stored in memory relevant to the mobile terminal according to the change in location situation
Data, historical position data and several base station of the memory for storing several mobile terminals in preset time are serviced
Information of mobile terminal；It is more than the historical position data sum number of several mobile terminals of the preset time by the memory storage
The information of mobile terminal that a base station is serviced is sent in historical data processing hard disk, to dynamic location data of terminals treatment process letter
It is single, the whole efficiency handled mobile terminal locations is promoted, and list index may be implemented in enquiry of historical data, inquired
Speed faster, can promote the whole efficiency that big data platform quickly handles the change of great amount of terminals position data, meet to position
Update it is real-time, quasi real time inquire, and be unlikely to so that big data platform memory overflow etc..
Also, using the location data of terminals in carrier network, evades user and need to close terminal GPS location；Meanwhile
The big data platform processing method mapped using memory is completed the quick of the position of a large number of users and calculated and mass data storage
Double demands.
Fig. 2 is the big data platform memory mapping treatment method of mobile terminal locations data provided by Embodiment 2 of the present invention
Flow chart embodiment one is described in detail, the present embodiment as shown in Fig. 2, the present embodiment is on the basis of example 1
The processing method of the mobile terminal locations data of middle offer may include:
Step 201, big data platform receives any communication of mobile terminal behavior instruction letter that the network element device is sent
Breath, obtains the current position data of the mobile terminal from network element device, and the current position data includes described mobile whole
The number information at end and currently resident base station cell mark；
Step 202, according to the edges cover situation between adjacent base station, determine the mobile terminal change in location whether
For adjacent base station disturbance；
Step 203, if not, it is determined that the mobile terminal locations variation.
Step 204, the number relevant to the mobile terminal stored in memory is updated according to the change in location situation
According to the shifting that the memory is used to store the historical position data of several mobile terminals in preset time and several base stations are serviced
Dynamic end message, the mobile terminal historical position data include the number information of the mobile terminal and the base station that history is resident
Location information of cell, the information of mobile terminal that the base station is serviced include the mark and current resident and history of the base station
Reside in the mobile terminal number of the base station；
Step 205, the memory storage is more than several mobile terminals of the preset time by the big data platform
Historical position data and the information of mobile terminal that is serviced of several base stations be sent in historical data processing hard disk.
It should be noted that step 201 in the present embodiment, 205 with step 101,205 identical, this reality in embodiment one
It applies the step 202 in example, 203 be the big data platform described in step in step 102 in embodiment one according to the current position
The replacement that data judge the change in location situation of the mobile terminal is set, please refers to and above-mentioned steps is explained in embodiment one
It is bright, it is not being repeated in the present embodiment.
The memory mapping treatment method of mobile terminal locations data provided in this embodiment, by according between adjacent base station
Edges cover situation, determine the mobile terminal change in location whether be adjacent base station disturbance, if not adjacent base station is disturbed
It is dynamic then update the data relevant to the mobile terminal stored in memory, avoid mobile terminal covered in adjacent base station it is small
When area is mobile, since adjacent base station interference causes mobile terminal to be currently resident base station cell judgement inaccuracy, so that being deposited in memory
The case where data frequent updating relevant to the mobile terminal of storage, the memory space in memory is saved, has been further increased
Treatment effeciency.
Fig. 3 is the big data platform memory mapping treatment method for the mobile terminal locations data that the embodiment of the present invention three provides
Flow chart embodiment two is described in detail, the present embodiment as shown in figure 3, the present embodiment is on the basis of example 2
The processing method of the mobile terminal locations data of middle offer may include:
Step 301, big data platform receives any communication of mobile terminal behavior instruction letter that the network element device is sent
Breath, obtains the current position data of the mobile terminal from network element device, and the current position data includes described mobile whole
The number information at end and currently resident base station cell mark；
Step 302, each Base Station Identification of operator and corresponding with Base Station Identification base station in current region are obtained
Manage location information；
Step 303, what is stored in the base station cell information and big data platform being currently resident according to the terminal works as proparea
Each Base Station Identification of Yu Nei operator and base station geographic position information corresponding with the Base Station Identification, it is current to search the terminal
The geographical location information of resident base station；
Step 304, comparison terminal is currently resident the geographical location information of base station and newest history stored in memory is stayed
Whether the base station cell location information stayed is identical, wherein the resident base station cell location information of newest history is the terminal
The base station cell location information that communication behavior is resident occurs for the last time.
Specifically, the resident base station cell location information of history includes the resident base of the corresponding all history of mobile terminal
It stands cell ID, resident initial time and duration and switching times.More specifically, the side of list can be passed through
Formula is stored.For example, corresponding to each mobile terminal in the base station cell location information that history is resident is provided with movement end
The list at end includes the resident base station cell mark of the history that arranges sequentially in time, resident initial time in the list
With duration and switching times.
Step 305, if not, it is determined that the mobile terminal locations variation.
Step 306, the number relevant to the mobile terminal stored in memory is updated according to the change in location situation
According to the shifting that the memory is used to store the historical position data of several mobile terminals in preset time and several base stations are serviced
Dynamic end message, the mobile terminal historical position data include the number information of the mobile terminal and the base station that history is resident
Location information of cell, the information of mobile terminal that the base station is serviced include the mark and current resident and history of the base station
Reside in the mobile terminal number of the base station；
Specifically, for the historical position data of several mobile terminals in preset time stored in memory, including it is pre-
If the resident base station cell location information of the number information and history of the mobile terminal in the time.
For the historical position data of several mobile terminals in preset time stored in memory, pass through mobile terminal number
Code identifies that number home information is specially the user's registration of mobile terminal by province point, is currently resident base station by mobile terminal
Mark judges whether mobile terminal is roaming service customer with number home information.If mobile terminal locations change, becoming
Change in the information of mobile terminal that the base station of preceding base station is serviced, deletes the corresponding relationship with mobile terminal, the base station institute after variation
In the information of mobile terminal of service, increase the corresponding relationship of the base station and mobile terminal.And the movement serviced in the base station
In end message, the number home information and information of roaming place of each mobile terminal are marked.
Step 307, the memory storage is more than several mobile terminals of the preset time by the big data platform
Historical position data and the information of mobile terminal that is serviced of several base stations be sent in historical data processing hard disk.
It should be noted that step 301 in the present embodiment, 305,306,307 in embodiment two step 201,203,
204,205 is identical, please refers to the explanation in embodiment two, is not repeating in the present embodiment.
The memory mapping treatment method of mobile terminal locations data provided in this embodiment is currently resident by comparing terminal
Whether the base station cell location information that the geographical location information of base station and newest history stored in memory are resident is identical, comes true
Whether the change in location of the fixed mobile terminal is adjacent base station disturbance, avoids mobile terminal and moves in adjacent base station coverage cell
When dynamic, since adjacent base station interference causes mobile terminal to be currently resident base station cell judgement inaccuracy, so that stored in memory
The case where data frequent updating relevant to the mobile terminal, has saved the memory space in memory, further increases processing
Efficiency.
Fig. 4 is the big data platform memory mapping treatment method for the mobile terminal locations data that the embodiment of the present invention four provides
Flow chart, as shown in figure 4, embodiment three is described in detail in the present embodiment, the mobile terminal position provided in the present embodiment
The processing method for setting data may include:
Step 401, big data platform receives any communication of mobile terminal behavior instruction letter that the network element device is sent
Breath, obtains the current position data of the mobile terminal from network element device, and the current position data includes described mobile whole
The number information at end and currently resident base station cell mark；
Step 402, each Base Station Identification of operator and corresponding with Base Station Identification base station in current region are obtained
Manage location information；
Step 403, what is stored in the base station cell information and big data platform being currently resident according to the terminal works as proparea
Each Base Station Identification of Yu Nei operator and base station geographic position information corresponding with the Base Station Identification, it is current to search the terminal
The geographical location information of resident base station；
Step 404, comparison terminal is currently resident the geographical location information of base station and newest history stored in memory is stayed
Whether the base station cell location information stayed is identical, wherein the resident base station cell location information of newest history is the terminal
The base station cell location information that communication behavior is resident occurs for the last time.
Step 405, if not, it is determined that the mobile terminal locations variation.
Step 406, mobile terminal stores the currently resident base station cell information obtained from network element device to history
In resident base station cell location information, the base station cell location information resident as newest history；
Specifically, after determining the mobile terminal locations variation, it is current the mobile terminal will to be obtained from network element device
Position data, specifically include currently resident base station cell information, store in the base station cell location information being resident to history,
The base station cell location information being resident as newest history, it is ensured that stored in the base station cell location information that history is resident
The resident base station cell location information of newest history is the base station cell information that mobile terminal is currently resident.
More specifically, the base station cell mark that mobile terminal will be currently resident, resident initial time, first store to when
It carves in the resident base station cell location information of newest history, and when communication behavior occurs for mobile terminal next time again, to continuing
Time and switching times are updated.
Step 407, according to the number home information of the mobile terminal, operator each Base Station Identification and updated go through
The information of mobile terminal that the resident base station cell location information of history services the base station is updated.
If mobile terminal locations change, in the second tables of data that the base station before unknown variations occurs, deleting should
The corresponding relationship of base station and mobile terminal in the information of mobile terminal that base station is serviced after variation, increases the base station and movement
The corresponding relationship of terminal.And in the information of mobile terminal that the base station is serviced, the number for marking each mobile terminal is returned
Belong to information and information of roaming place.
Step 408, the memory storage is more than several mobile terminals of the preset time by the big data platform
Historical position data and the information of mobile terminal that is serviced of several base stations be sent in historical data processing hard disk.
It should be noted that step 401-405 in the present embodiment, 408 with the step 301-305 in embodiment three, 307 phases
Together, the explanation in embodiment three is please referred to, is not being repeated in the present embodiment.
The memory mapping treatment method of mobile terminal locations data provided in this embodiment is logical by occurring in mobile terminal
When letter behavior, currently resident base station cell information is stored in the base station cell location information being resident to history, as newest
The resident base station cell location information of history；It is marked according to each base station of the number home information of the mobile terminal, operator
The information of mobile terminal that the base station cell location information that knowledge and updated history are resident services the base station is updated.
It may be implemented to promote the whole efficiency for handling mobile terminal locations, and in enquiry of historical data without complex calculation
List index may be implemented, inquiry velocity is faster.
Fig. 5 is the structural schematic diagram for the big data platform that the embodiment of the present invention five provides, as shown in figure 5, the present embodiment mentions
For a kind of big data platform, comprising:
Receiving module 1, the receiving module 1 are used to receive any communication of mobile terminal behavior that the network element device is sent
It indicates information, the current position data of the mobile terminal is obtained from network element device, the current position data includes described
The location information of the number information of mobile terminal and currently resident base station cell；
Specifically, instruction information is the instruction letter that base station is sent to big data platform after communication behavior occurs for mobile terminal
Breath.The base station cell information that may include the number information of the mobile terminal in instruction information and be currently resident.
Processing module 2, the processing module 2 are used to judge according to the current position data position of the mobile terminal
Situation of change, and the data relevant to the mobile terminal stored in memory, institute are updated according to the change in location situation
State the mobile end that historical position data and several base station of the memory for storing several mobile terminals in preset time are serviced
Client information, the mobile terminal historical position data include the number information of the mobile terminal and the base station cell that history is resident
Location information, the information of mobile terminal that the base station is serviced include that the mark of the base station and current resident and history are resident
Mobile terminal number in the base station；
Wherein, the quantity of mobile terminal can consider setting, and the quantity of base station is the institute in current area or designated area
There is base station.
Further, the resident base station cell location information of history includes: that the resident base station of the mobile terminal history is small
Area's mark, resident initial time and duration and switching times.
Correspondingly, currently resident base station cell information may include: mobile terminal be currently resident base station cell mark,
Resident initial time and duration and switching times.
Specifically, by the way that preset time is arranged, the historical position data of several mobile terminals in preset time is controlled
The information of mobile terminal serviced with several base stations is stored in memory.The historical position of several mobile terminals in preset time
The storage mode of data is that the number information for establishing mobile terminal, the corresponding all history of the number information of mobile terminal are resident
Base station cell location information and first tables of data at current time.First tables of data specifically includes: the number letter of mobile terminal
The list of the resident base station cell location information of all history corresponding with the number information for storing each mobile terminal is ceased, it should
Include in list the history that arranges sequentially in time resident base station cell mark, resident initial time and duration,
And switching times.
The storage mode for the information of mobile terminal that several base stations in preset time are serviced be establish Base Station Identification, when
Preceding resident and history resides in the second tables of data of the mobile terminal number and current time of the base station.Have in second tables of data
Body includes the mobile terminal number for residing in the base station, the mobile terminal number and the base station being sequentially arranged
Corresponding relationship, the mobile terminal number attaching information and information of roaming place.
More specifically, identify that number home information is specially the user's registration of mobile terminal by mobile terminal number
Divide by saving, the mark of base station is currently resident by mobile terminal and number home information judges whether mobile terminal is that roaming is used
Family, and then determine information of roaming place.
Memory module 3, the memory module 3 for by the memory storage be more than the preset time several movements
The information of mobile terminal that the historical position data of terminal and several base stations are serviced is sent in historical data processing hard disk.
Specifically, when being more than the preset time, several mobile terminals for will being stored in the first tables of data in memory
Historical position data go out to generate the first historical data table of the mobile terminal into hard disk, deposited in the first historical data table
Contain the number information of mobile terminal and the base station cell location information that history is resident；It can be inquired from the first historical data table
The motion track of a certain mobile terminal number.
The information of mobile terminal data that the several base stations stored in the second tables of data in memory are serviced go out to hard disk
In to generate the second historical data table, mark and the current resident and history that base station is stored in the second historical data table are resident
Mobile terminal number in the base station.It is whole that all movements that a certain base station is serviced can be inquired from the second historical data table
Hold the motion track in certain time period.
The present embodiment provides a kind of big data platforms, by obtaining the shifting when communication behavior occurs for mobile terminal
The number information of dynamic terminal and currently resident base station cell mark；And judge the change in location situation of the mobile terminal, according to
The change in location situation updates the data relevant to the mobile terminal stored in memory, and the memory is pre- for storing
If the information of mobile terminal that the historical position data of several mobile terminals in the time and several base stations are serviced；By the memory
Storage is more than the historical position data of several mobile terminals of the preset time and the mobile terminal that several base stations are serviced
Information is sent in historical data processing hard disk, without complex calculation, promotes the whole efficiency handled mobile terminal locations,
And list index may be implemented in enquiry of historical data, inquiry velocity faster, can promote big data platform and quickly handle
The whole efficiency of great amount of terminals position data change, meet to location updating it is real-time, quasi real time inquire, and be unlikely to so that big
Data platform memory spilling etc..
Also, using the location data of terminals in carrier network, evades user and need to close terminal GPS location；Meanwhile
The big data platform processing method mapped using memory is completed the quick of the position of a large number of users and calculated and mass data storage
Double demands.
Fig. 6 is the structural schematic diagram for the big data platform that the embodiment of the present invention six provides, as shown in fig. 6, the present embodiment exists
Embodiment five it is technical, embodiment five is described in detail, the big data platform provided in the present embodiment includes:
Receiving module 1, the receiving module 1 are used to receive any communication of mobile terminal behavior that the network element device is sent
It indicates information, the current position data of the mobile terminal is obtained from network element device, the current position data includes described
The location information of the number information of mobile terminal and currently resident base station cell；
Processing module 2, the processing module 2 are used to judge according to the current position data position of the mobile terminal
Situation of change, and the data relevant to the mobile terminal stored in memory, institute are updated according to the change in location situation
State the mobile end that historical position data and several base station of the memory for storing several mobile terminals in preset time are serviced
Client information, the mobile terminal historical position data include the number information of the mobile terminal and the base station cell that history is resident
Location information, the information of mobile terminal that the base station is serviced include that the mark of the base station and current resident and history are resident
Mobile terminal number in the base station；
Processing module 2 specifically includes:
Determining module 21, the determining module 21 are used for according to the edges cover situation between adjacent base station, determine described in
Whether the change in location of mobile terminal is adjacent base station disturbance；If not, it is determined that the mobile terminal locations variation.
Memory module 3, the memory module 3 for by the memory storage be more than the preset time several movements
The information of mobile terminal that the historical position data of terminal and several base stations are serviced is sent in historical data processing hard disk.
It should be noted that receiving module 1 in the present embodiment, memory module 3 in embodiment five receiving module 1, deposit
The function of storing up module 3 is identical, please refers to the explanation in embodiment five, is not repeating in the present embodiment.
Big data platform provided in this embodiment, described in determining according to the edges cover situation between adjacent base station
The change in location of mobile terminal whether be adjacent base station disturbance, if not adjacent base station disturbance then update it is described stored in memory
Data relevant to the mobile terminal avoid mobile terminal when adjacent base station coverage cell is mobile, since adjacent base station is dry
It disturbs and mobile terminal is caused currently to be resident base station cell judgement inaccuracy, so that stored in memory relevant to the mobile terminal
The case where data frequent updating, has saved the memory space in memory, has further increased treatment effeciency.
Fig. 7 is the structural schematic diagram for the big data platform that the embodiment of the present invention seven provides, as shown in fig. 7, the present embodiment pair
Embodiment six is described in detail, and the big data platform provided in the present embodiment includes:
Receiving module 1, the receiving module 1 are used to receive any communication of mobile terminal behavior that the network element device is sent
It indicates information, the current position data of the mobile terminal is obtained from network element device, the current position data includes described
The location information of the number information of mobile terminal and currently resident base station cell；
Processing module 2, the processing module 2 are used to judge according to the current position data position of the mobile terminal
Situation of change, and the data relevant to the mobile terminal stored in memory, institute are updated according to the change in location situation
State the mobile end that historical position data and several base station of the memory for storing several mobile terminals in preset time are serviced
Client information, the mobile terminal historical position data include the number information of the mobile terminal and the base station cell that history is resident
Location information, the information of mobile terminal that the base station is serviced include that the mark of the base station and current resident and history are resident
Mobile terminal number in the base station；
Specifically, for the historical position data of several mobile terminals in preset time stored in memory, including it is pre-
If the resident base station cell location information of the number information and history of the mobile terminal in the time.
For the historical position data of several mobile terminals in preset time stored in memory, pass through mobile terminal number
Code identifies that number home information is specially the user's registration of mobile terminal by province point, is currently resident base station by mobile terminal
Mark judges whether mobile terminal is roaming service customer with number home information.If mobile terminal locations change, becoming
Change in the information of mobile terminal that the base station of preceding base station is serviced, deletes the corresponding relationship with mobile terminal, the base station institute after variation
In the information of mobile terminal of service, increase the corresponding relationship of the base station and mobile terminal.And the movement serviced in the base station
In end message, the number home information and information of roaming place of each mobile terminal are marked.
Processing module 2 further include:
Determining module 21, the determining module 21 specifically include:
Acquisition submodule 211, the acquisition submodule 211 for obtain in current region each Base Station Identification of operator and
Base station geographic position information corresponding with the Base Station Identification；
Search submodule 212, the base station cell information searched submodule 212 and be used to currently be resident according to the terminal
With each Base Station Identification of operator in the current region stored in big data platform and base station corresponding with the Base Station Identification
Location information is managed, the geographical location information that the terminal is currently resident base station is searched；
Comparative sub-module 213, the Comparative sub-module 213 are currently resident the geographical location information of base station for comparison terminal
Whether the base station cell location information being resident with newest history stored in memory is identical, wherein what newest history was resident
By the terminal last time the resident base station cell location information of communication behavior occurs for base station cell location information.
Specifically, the resident base station cell location information of history includes the resident base of the corresponding all history of mobile terminal
It stands cell ID, resident initial time and duration and switching times.More specifically, the side of list can be passed through
Formula is stored.For example, corresponding to each mobile terminal in the base station cell location information that history is resident is provided with movement end
The list at end includes the resident base station cell mark of the history that arranges sequentially in time, resident initial time in the list
With duration and switching times.
The determining module 21 is also used to, if not, it is determined that the mobile terminal locations variation.
Memory module 3, the memory module 3 for by the memory storage be more than the preset time several movements
The information of mobile terminal that the historical position data of terminal and several base stations are serviced is sent in historical data processing hard disk.
It should be noted that in the present embodiment in step receiving module 1, processing module 2, memory module 3 and embodiment six
Function is identical, please refers to the explanation in embodiment six, is not repeating in the present embodiment.
Big data platform provided in this embodiment is currently resident the geographical location information and memory of base station by comparing terminal
Whether the resident base station cell location information of the newest history of middle storage is identical, to determine the change in location of the mobile terminal
Whether it is adjacent base station disturbance, avoids mobile terminal when adjacent base station coverage cell is mobile, since adjacent base station interference is made
Judgement inaccuracy in base station cell is currently resident at mobile terminal, so that data relevant to the mobile terminal stored in memory
The case where frequent updating, has saved the memory space in memory, has further increased treatment effeciency.
Fig. 8 is the structural schematic diagram for the big data platform that the embodiment of the present invention eight provides, as shown in figure 8, the present embodiment pair
Embodiment seven is described in detail, and the big data platform provided in the present embodiment includes:
Receiving module 1, the receiving module 1 are used to receive any communication of mobile terminal behavior that the network element device is sent
It indicates information, the current position data of the mobile terminal is obtained from network element device, the current position data includes described
The location information of the number information of mobile terminal and currently resident base station cell；
Processing module 2, the processing module 2 are used to judge according to the current position data position of the mobile terminal
Situation of change, and the data relevant to the mobile terminal stored in memory, institute are updated according to the change in location situation
State the mobile end that historical position data and several base station of the memory for storing several mobile terminals in preset time are serviced
Client information, the mobile terminal historical position data include the number information of the mobile terminal and the base station cell that history is resident
Location information, the information of mobile terminal that the base station is serviced include that the mark of the base station and current resident and history are resident
Mobile terminal number in the base station；
Wherein, processing module 2 includes:
Determining module 21, the determining module 21 are used for according to the edges cover situation between adjacent base station, determine described in
Whether the change in location of mobile terminal is adjacent base station disturbance；If not, it is determined that the mobile terminal locations variation.
The determining module 21 specifically includes:
Acquisition submodule 211, the acquisition submodule 211 for obtain in current region each Base Station Identification of operator and
Base station geographic position information corresponding with the Base Station Identification；
Search submodule 212, the base station cell information searched submodule 212 and be used to currently be resident according to the terminal
With each Base Station Identification of operator in the current region stored in big data platform and base station corresponding with the Base Station Identification
Location information is managed, the geographical location information that the terminal is currently resident base station is searched；
Comparative sub-module 213, the Comparative sub-module 213 are currently resident the geographical location information of base station for comparison terminal
Whether the base station cell location information being resident with newest history stored in memory is identical, wherein what newest history was resident
By the terminal last time the resident base station cell location information of communication behavior occurs for base station cell location information.
The determining module 21 is also used to, if not, it is determined that the mobile terminal locations variation.
The processing module 2 provided in the present embodiment further include:
Update module 22, the currently resident base station that the update module 22 is used to obtain from network element device are small
Area's information stores in the base station cell location information being resident to the history, the base station cell position being resident as newest history
Information；The base being resident according to the number home information of the mobile terminal, each Base Station Identification of operator and updated history
The information of mobile terminal that location information of cell services the base station of standing is updated.
Specifically, after determining the mobile terminal locations variation, it is current the mobile terminal will to be obtained from network element device
Position data, specifically include currently resident base station cell information, store the resident base station of history into the first tables of data
In location information of cell, the base station cell location information resident as newest history, it is ensured that in the base station cell that history is resident
The resident base station cell location information of the newest history stored in location information is the base station cell that mobile terminal is currently resident
Information.
More specifically, the base station cell mark that mobile terminal will be currently resident, resident initial time, first store to when
It carves in the resident base station cell location information of newest history, and when communication behavior occurs for mobile terminal next time again, to continuing
Time and switching times are updated.
If mobile terminal locations change, in the second tables of data that the base station before unknown variations occurs, deleting should
The corresponding relationship of base station and mobile terminal in the information of mobile terminal that base station is serviced after variation, increases the base station and movement
The corresponding relationship of terminal.And in the information of mobile terminal that the base station is serviced, the number for marking each mobile terminal is returned
Belong to information and information of roaming place.
Memory module 3, the memory module 3 for by the memory storage be more than the preset time several movements
The information of mobile terminal that the historical position data of terminal and several base stations are serviced is sent in historical data processing hard disk.
It should be noted that in the present embodiment in step receiving module 1, determining module 21, memory module 3 and embodiment seven
Function is identical, please refers to the explanation in embodiment seven, is not repeating in the present embodiment.
Big data platform provided in this embodiment passes through the base when communication behavior occurs for mobile terminal, being currently resident
Cell information of standing stores in the base station cell location information being resident to history, the base station cell position being resident as newest history
Information；The base being resident according to the number home information of the mobile terminal, each Base Station Identification of operator and updated history
The information of mobile terminal that location information of cell services the base station of standing is updated.It may be implemented without complex calculation,
The whole efficiency handled mobile terminal locations is promoted, and list index may be implemented in enquiry of historical data, inquiry speed
Degree is faster.
It is apparent to those skilled in the art that for convenience and simplicity of description, the device of foregoing description
Specific work process, can refer to corresponding processes in the foregoing method embodiment, details are not described herein.
Those of ordinary skill in the art will appreciate that: realize that all or part of the steps of above-mentioned each method embodiment can lead to
The relevant hardware of program instruction is crossed to complete.Program above-mentioned can be stored in a computer readable storage medium.The journey
When being executed, execution includes the steps that above-mentioned each method embodiment to sequence；And storage medium above-mentioned include: ROM, RAM, magnetic disk or
The various media that can store program code such as person's CD.
Finally, it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations；Although
Present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that: it still may be used
To modify the technical solutions described in the foregoing embodiments or equivalent replacement of some of the technical features；
And these are modified or replaceed, technical solution of various embodiments of the present invention that it does not separate the essence of the corresponding technical solution spirit and
Range.
Claims (4)
1. a kind of memory mapping treatment method of mobile terminal locations data characterized by comprising
Big data platform receives any communication of mobile terminal behavior instruction information of network element device transmission, obtains from network element device
The position data for taking the mobile terminal current, the current position data include the number information of the mobile terminal and current
The location information of resident base station cell；
The big data platform judges the change in location situation of the mobile terminal according to the current position data, and according to institute
Rheme sets situation of change and updates the data relevant to the mobile terminal stored in memory, and the memory is default for storing
The information of mobile terminal that the historical position data of several mobile terminals in time and several base stations are serviced, the mobile terminal
Historical position data includes the number information of the mobile terminal and the base station cell location information that history is resident, the base station institute
The information of mobile terminal of service includes the mark of the base station and currently resident and history resides in the mobile end of the base station
Hold number；
The memory storage is more than the historical position number of several mobile terminals of the preset time by the big data platform
It is sent in historical data processing hard disk according to the information of mobile terminal serviced with several base stations；
It identifies that number home information is specially the user's registration of mobile terminal by province point by mobile terminal number, passes through movement
Terminal is currently resident the mark of base station and number home information judges whether mobile terminal is roaming service customer, and then determines roaming
Ground information；
The resident base station cell location information of history includes: the resident base station cell mark of the mobile terminal history, is resident
Initial time and duration and switching times；
The big data platform judges the change in location situation of the mobile terminal according to the current position data, specific to wrap
It includes:
According to the edges cover situation between adjacent base station, determine whether the change in location of the mobile terminal is that adjacent base station is disturbed
It is dynamic；
If not, it is determined that the mobile terminal locations variation；
The edges cover situation according between adjacent base station determines whether the change in location of the mobile terminal is adjacent base
It stands disturbance, specifically includes:
Obtain each Base Station Identification of operator and base station geographic position information corresponding with the Base Station Identification in current region；
Operator in the current region stored in the base station cell information and big data platform being currently resident according to the terminal
Each Base Station Identification and base station geographic position information corresponding with the Base Station Identification search the ground that the terminal is currently resident base station
Manage location information；
Comparison terminal is currently resident the geographical location information of base station and the base station cell that newest history stored in memory is resident
Whether location information is identical, wherein the resident base station cell location information of newest history occurs logical for the terminal last time
The base station cell location information that letter behavior is resident；
It is described that the data relevant to the mobile terminal stored in memory are updated according to the change in location situation, comprising:
If not adjacent base station disturbance then updates the data relevant to the mobile terminal stored in memory.
2. the method according to claim 1, wherein described update the memory according to the change in location situation
The data relevant to the mobile terminal of middle storage, specifically include:
The currently resident base station cell information obtained from network element device is stored to the history and is resident by mobile terminal
Base station cell location information in, as newest history be resident base station cell location information；
The base station being resident according to the number home information of the mobile terminal, each Base Station Identification of operator and updated history
The information of mobile terminal that location information of cell services the base station is updated.
3. a kind of big data platform characterized by comprising
Receiving module, the receiving module are used to receive any communication of mobile terminal behavior instruction information of network element device transmission,
The current position data of the mobile terminal is obtained from network element device, the current position data includes the mobile terminal
The location information of number information and currently resident base station cell；
Processing module, the processing module are used to judge according to the current position data change in location feelings of the mobile terminal
Condition, and the data relevant to the mobile terminal stored in memory, the memory are updated according to the change in location situation
The information of mobile terminal that historical position data and several base stations for storing several mobile terminals in preset time are serviced,
The mobile terminal historical position data includes the number information of the mobile terminal and the base station cell position letter that history is resident
Breath, the information of mobile terminal that the base station is serviced includes the mark of the base station and current resident and history reside in it is described
The mobile terminal number of base station；
Memory module, the memory module for by the memory storage be more than the preset time several mobile terminals
The information of mobile terminal that historical position data and several base stations are serviced is sent in historical data processing hard disk；
The processing module is also used to identify that number home information is specially the user of mobile terminal by mobile terminal number
By province point, the mark that base station is currently resident by mobile terminal judges whether mobile terminal is unrestrained with number home information for registration
User is swum, and then determines information of roaming place；
The processing module further include:
Determining module, the determining module are used to determine the mobile terminal according to the edges cover situation between adjacent base station
Change in location whether be adjacent base station disturbance；If not, it is determined that the mobile terminal locations variation；
The determining module specifically includes:
Acquisition submodule, the acquisition submodule for obtain in current region each Base Station Identification of operator and with the base station
Identify corresponding base station geographic position information；
Submodule is searched, the base station cell information for searching submodule for being currently resident according to the terminal and big data are flat
Each Base Station Identification of operator and base station geographic position information corresponding with the Base Station Identification in the current region stored in platform,
Search the geographical location information that the terminal is currently resident base station；
Comparative sub-module, the Comparative sub-module, which is currently resident in the geographical location information and memory of base station for comparison terminal, deposits
Whether the resident base station cell location information of the newest history of storage is identical, wherein the resident base station cell position of newest history
By the terminal last time the resident base station cell location information of communication behavior occurs for confidence breath；
The resident base station cell location information of history includes: the resident base station cell mark of the mobile terminal history, is resident
Initial time and duration and switching times；
It is described that the data relevant to the mobile terminal stored in memory are updated according to the change in location situation, comprising:
If not adjacent base station disturbance then updates the data relevant to the mobile terminal stored in memory.
4. big data platform according to claim 3, which is characterized in that the processing module further include:
Update module, the currently resident base station cell information that the update module is used to obtain from network element device are deposited
It stores up in the base station cell location information being resident to the history, the base station cell location information being resident as newest history；Root
The base station cell position being resident according to the number home information of the mobile terminal, each Base Station Identification of operator and updated history
The information of mobile terminal that confidence breath services the base station is updated.
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| CN106997427A (en) * | 2017-04-06 | 2017-08-01 | 苏州易泰勒电子科技有限公司 | A kind of communication system and its method based on electronic medicine shelf label |
| CN110710284B (en) * | 2017-06-20 | 2021-04-27 | 北京嘀嘀无限科技发展有限公司 | Method and apparatus for detecting a change in access point location |
| CN109951814B (en) * | 2017-12-20 | 2021-11-19 | 中国电信股份有限公司 | Positioning method, positioning device and computer-readable storage medium |
| CN109842897B (en) * | 2019-02-01 | 2022-02-22 | 中国联合网络通信集团有限公司 | Method and device for verifying signaling data of terminal and readable storage medium |
| CN112533159B (en) * | 2019-09-19 | 2022-08-19 | 中移(苏州)软件技术有限公司 | Signaling data compression method, device and storage medium |
| CN110830978B (en) * | 2019-10-31 | 2022-08-09 | 中国移动通信集团江苏有限公司 | User data processing method, device, equipment and medium based on region |
| CN112100475B (en) * | 2020-08-14 | 2023-10-03 | 武汉光迅科技股份有限公司 | ROADM equipment maintenance method, ROADM equipment maintenance device and computer storage medium |
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