CN105491529A - Memory mapping processing method of mobile terminal location data and big data platform - Google Patents
Memory mapping processing method of mobile terminal location data and big data platform Download PDFInfo
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- CN105491529A CN105491529A CN201610009352.2A CN201610009352A CN105491529A CN 105491529 A CN105491529 A CN 105491529A CN 201610009352 A CN201610009352 A CN 201610009352A CN 105491529 A CN105491529 A CN 105491529A
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- 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
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Abstract
The invention discloses a memory mapping processing method of mobile terminal location data and a big data platform. The method includes the following steps that: when a mobile terminal performs a communication behavior, and the number information of the mobile terminal and the identifier of a base station cell where the mobile terminal is currently located are obtained; the position change condition of the mobile terminal is judged, and data which are related to the mobile terminal and stored in a memory are updated according to the position change condition, wherein the memory is used for storing the historical position data of a plurality of mobile terminals and the information of mobile terminals which are served by a plurality of base stations in a preset time; and when the times exceeds the preset time, the historical position data of the plurality of mobile terminals and the information of the mobile terminals served by the plurality of base stations which are stored in the memory are transmitted to a historical data processing hard disk. With the memory mapping processing method of the mobile terminal location data adopted, the overall efficiency of position processing of the mobile terminals can be improved, and list indexing can be realized when historical data are queried, and therefore, query speed is higher, and the overall efficiency of the big data platform for fast processing massive terminal position data change can be improved.
Description
Technical field
The present invention relates to communication technical field, particularly relate to a kind of memory-mapped processing method of mobile terminal locations data and large data platform.
Background technology
In recent years, along with developing rapidly of city, the scale in city is increasing, and in city, the mobility status of personnel plays vital effect to urban planning and traffic programme.
Existing the acquisition methods of flow of personnel situation in city being generally: obtained by mobile terminal locations data, be specially, by arranging GPS module on mobile terminals, obtaining a large amount of user's real time position data of user.His action trail data within this time period are just defined after being together in series the position of designated user on one group of continuous time point.Finally, by applying data analysis above, the data after analysis may be used for monitoring management, regularly location, security alarm, point duty scheduling, logistics, remote-control romote-sensing, user and serve application etc.
But, in prior art, need a large number of users install GPS module, obtain terminal gps data if do not need use time, need GPS position information of closing a terminal.The Hadoop class that common gps data processing mode is SQL or increases income, efficiency comparison is low.In addition, can also carry out data processing by using traditional memory bank, although can efficiently complete, if the too much data volume of number of users of mobile terminal is large, internal memory expends too much, and treatment effeciency also can be caused low.
Summary of the invention
The invention provides a kind of large data platform memory-mapped processing method of mobile terminal locations data and large data platform, for solve in prior art obtain and data that process is produced by mobile terminal in a large number time, the technical problem that the treatment effeciency of data processing is low.
One aspect of the present invention provides a kind of large data platform memory-mapped processing method of mobile terminal locations data, comprising:
Large data platform receives arbitrary communication of mobile terminal behavior indication information that described network element device sends, from network element device, obtain the position data that this mobile terminal is current, described current position data comprises the number information of described mobile terminal and the positional information of current resident base station cell;
Described large data platform judges the change in location situation of this mobile terminal according to described current position data, and the data relevant to this mobile terminal stored in described internal memory are upgraded according to described change in location situation, the information of mobile terminal that described internal memory is served for the historical position data and several base station storing the several mobile terminals in Preset Time, described mobile terminal historical position data comprises the number information of described mobile terminal and the resident base station cell positional information of history, the information of mobile terminal that described base station is served comprises the mobile terminal number that the mark of described base station and current resident and history reside in described base station,
The information of mobile terminal that the historical position data exceeding several mobile terminals of described Preset Time and several base station of described memory are served is sent in historical data process hard disk by described large data platform.
The present invention provides a kind of large data platform on the other hand, comprising:
Receiver module, arbitrary communication of mobile terminal behavior indication information that described receiver module sends for receiving described network element device, from network element device, obtain the position data that this mobile terminal is current, described current position data comprises the number information of described mobile terminal and the positional information of current resident base station cell;
Processing module, described processing module is used for the change in location situation judging this mobile terminal according to described current position data, and the data relevant to this mobile terminal stored in described internal memory are upgraded according to described change in location situation, the information of mobile terminal that described internal memory is served for the historical position data and several base station storing the several mobile terminals in Preset Time, described mobile terminal historical position data comprises the number information of described mobile terminal and the resident base station cell positional information of history, the information of mobile terminal that described base station is served comprises the mobile terminal number that the mark of described base station and current resident and history reside in described base station,
Memory module, described memory module is used for the information of mobile terminal that the historical position data exceeding several mobile terminals of described Preset Time and several base station of described memory are served to be sent in historical data process hard disk.
The processing method of the memory-mapped processing method of mobile terminal locations data provided by the invention, by when mobile terminal generation communication behavior, obtains number information and the current resident base station cell mark of mobile terminal described in this, and judge the change in location situation of this mobile terminal, the data relevant to this mobile terminal stored in described internal memory are upgraded, the information of mobile terminal that described internal memory is served for the historical position data and several base station storing the several mobile terminals in Preset Time according to described change in location situation, the information of mobile terminal that the historical position data exceeding several mobile terminals of described Preset Time and several base station of described memory are served is sent in historical data process hard disk, simple to dynamic location data of terminals processing procedure, promote the whole efficiency to mobile terminal locations process, and can list index be realized when enquiry of historical data, inquiry velocity is faster, the whole efficiency that large data platform fast processing great amount of terminals position data changes can be promoted, meet real-time to location updating, quasi real time inquire about, and be unlikely to make large data platform internal memory spilling etc.
Further, utilize the location data of terminals in carrier network, evade user and need GPS location of closing a terminal; Meanwhile, adopt the large data platform processing method of memory-mapped, complete the quick calculating of the position of a large number of users and two demands of mass data storage.
Accompanying drawing explanation
The flow chart of the large data platform memory-mapped processing method of the mobile terminal locations data that Fig. 1 provides for the embodiment of the present invention one;
The flow chart of the large data platform memory-mapped processing method of the mobile terminal locations data that Fig. 2 provides for the embodiment of the present invention two;
The flow chart of the large data platform memory-mapped processing method of the mobile terminal locations data that Fig. 3 provides for the embodiment of the present invention three;
The flow chart of the large data platform memory-mapped processing method of the mobile terminal locations data that Fig. 4 provides for the embodiment of the present invention four;
The structural representation of the large data platform that Fig. 5 provides for the embodiment of the present invention five;
The structural representation of the large data platform that Fig. 6 provides for the embodiment of the present invention six;
The structural representation of the large data platform that Fig. 7 provides for the embodiment of the present invention seven;
The structural representation of the large data platform that Fig. 8 provides for the embodiment of the present invention eight.
Embodiment
For making the object of the embodiment of the present invention, technical scheme and advantage clearly, below in conjunction with the accompanying drawing in the embodiment of the present invention, technical scheme in the embodiment of the present invention is clearly and completely described, obviously, described embodiment is the present invention's part embodiment, instead of whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art, not making the every other embodiment obtained under creative work prerequisite, belong to the scope of protection of the invention.
Embodiment one
The flow chart of the large data platform memory-mapped processing method of the mobile terminal locations data that Fig. 1 provides for the embodiment of the present invention one, as shown in Figure 1, the method for the present embodiment can comprise:
Step 101, large data platform receives arbitrary communication of mobile terminal behavior indication information that described network element device sends, from network element device, obtain the position data that this mobile terminal is current, described current position data comprises the number information of described mobile terminal and current resident base station cell information;
Particularly, indication information is after mobile terminal generation communication behavior, the indication information that base station sends to large data platform.The number information of described mobile terminal and current resident base station cell information can be comprised in indication information.
Step 102, described large data platform judges the change in location situation of this mobile terminal according to described current position data, and the data relevant to this mobile terminal stored in described internal memory are upgraded according to described change in location situation, the information of mobile terminal that described internal memory is served for the historical position data and several base station storing the several mobile terminals in Preset Time, described mobile terminal historical position data comprises the number information of described mobile terminal and the resident base station cell positional information of history, the information of mobile terminal that described base station is served comprises the mobile terminal number that the mark of described base station and current resident and history reside in described base station,
Wherein, the quantity of mobile terminal can think setting, and the quantity of base station is all base stations in current area or designated cell.
Further, the base station cell positional information that history is resident comprises: the resident base station cell mark of described mobile terminal history, resident initial time and duration and switching times.
Accordingly, current resident base station cell information can comprise: mobile terminal current resident base station cell mark, resident initial time and duration and switching times.
Particularly, by arranging Preset Time, the information of mobile terminal controlling the historical position data of the several mobile terminals in Preset Time and several base station to serve is stored in internal memory.The storage mode of the historical position data of the several mobile terminals in Preset Time is, sets up the number information of mobile terminal, the resident base station cell positional information of all history corresponding to number information of mobile terminal and the first tables of data of current time.First tables of data specifically comprises: the number information of mobile terminal and store the list of the resident base station cell positional information of all history corresponding to the number information of each mobile terminal, and this list comprises according to the resident base station cell mark of the history of time sequencing arrangement, resident initial time and duration and switching times.
The storage mode of the information of mobile terminal that the several base stations in Preset Time are served is, sets up Base Station Identification, current resident and history resides in the mobile terminal number of described base station and the second tables of data of current time.Specifically comprise in second tables of data, the mobile terminal number residing in described base station arranged in chronological order, described mobile terminal number and the corresponding relation of this base station, described mobile terminal number attaching information and information of roaming place.
More specifically, identify number home information by mobile terminal number and be specially user's registration of mobile terminal by province point, judge that whether mobile terminal is roamer, and then determine information of roaming place by the mark of the current resident base station of mobile terminal and number home information.
Step 103, the information of mobile terminal that the historical position data exceeding several mobile terminals of described Preset Time and several base station of described memory are served is sent in historical data process hard disk by described large data platform.
Particularly, when exceeding described Preset Time, the historical position data of the several mobile terminals stored in the first tables of data in internal memory to be gone out to hard disk to generate the first historical data table of described mobile terminal, in the first historical data table, store the number information of mobile terminal and the resident base station cell positional information of history; The motion track of a certain mobile terminal number can be inquired about from the first historical data table.
The information of mobile terminal data that the several base stations stored in the second tables of data in internal memory are served to be gone out to hard disk to generate the second historical data table, in the second historical data table, store the mobile terminal number that the mark of base station and current resident and history reside in described base station.All mobile terminals of serving a certain base station motion track in section sometime can be inquired about from the second historical data table.
The present embodiment provides a kind of memory-mapped processing method of mobile terminal locations data, by when mobile terminal generation communication behavior, obtains number information and the current resident base station cell mark of mobile terminal described in this, and judge the change in location situation of this mobile terminal, the data relevant to this mobile terminal stored in described internal memory are upgraded, the information of mobile terminal that described internal memory is served for the historical position data and several base station storing the several mobile terminals in Preset Time according to described change in location situation, the information of mobile terminal that the historical position data exceeding several mobile terminals of described Preset Time and several base station of described memory are served is sent in historical data process hard disk, simple to dynamic location data of terminals processing procedure, promote the whole efficiency to mobile terminal locations process, and can list index be realized when enquiry of historical data, inquiry velocity is faster, the whole efficiency that large data platform fast processing great amount of terminals position data changes can be promoted, meet real-time to location updating, quasi real time inquire about, and be unlikely to make large data platform internal memory spilling etc.
Further, utilize the location data of terminals in carrier network, evade user and need GPS location of closing a terminal; Meanwhile, adopt the large data platform processing method of memory-mapped, complete the quick calculating of the position of a large number of users and two demands of mass data storage.
The flow chart of the large data platform memory-mapped processing method of the mobile terminal locations data that Fig. 2 provides for the embodiment of the present invention two, as shown in Figure 2, the present embodiment is on the basis of embodiment one, be described in detail to embodiment one, the processing method of the mobile terminal locations data provided in the present embodiment can comprise:
Step 201, large data platform receives arbitrary communication of mobile terminal behavior indication information that described network element device sends, from network element device, obtain the position data that this mobile terminal is current, described current position data comprises number information and the current resident base station cell mark of described mobile terminal;
Step 202, according to the edges cover situation between adjacent base station, determines whether the change in location of described mobile terminal is adjacent base station disturbance;
Step 203, if not, then determines that described mobile terminal locations changes.
Step 204, the data relevant to this mobile terminal stored in described internal memory are upgraded according to described change in location situation, the information of mobile terminal that described internal memory is served for the historical position data and several base station storing the several mobile terminals in Preset Time, described mobile terminal historical position data comprises the number information of described mobile terminal and the resident base station cell positional information of history, and the information of mobile terminal that described base station is served comprises the mobile terminal number that the mark of described base station and current resident and history reside in described base station;
Step 205, the information of mobile terminal that the historical position data exceeding several mobile terminals of described Preset Time and several base station of described memory are served is sent in historical data process hard disk by described large data platform.
It should be noted that, step 201 in the present embodiment, 205 with the step 101 in embodiment one, 205 identical, step 202 in the present embodiment, 203 is the replacements of the change in location situation large data platform described in step in step 102 in embodiment one being judged to this mobile terminal according to described current position data, refer in embodiment one and the explanation of above-mentioned steps is illustrated, do not repeating in the present embodiment.
The memory-mapped processing method of the mobile terminal locations data that the present embodiment provides, by according to the edges cover situation between adjacent base station, whether the change in location determining described mobile terminal is adjacent base station disturbance, if not adjacent base station disturbance then upgrades the data relevant to this mobile terminal stored in described internal memory, avoid mobile terminal when adjacent base station coverage cell is moved, because adjacent base station interference causes the current resident base station cell of mobile terminal to judge inaccurate, make the situation of the data frequent updating relevant to described mobile terminal stored in internal memory, save the memory space in internal memory, further raising treatment effeciency.
The flow chart of the large data platform memory-mapped processing method of the mobile terminal locations data that Fig. 3 provides for the embodiment of the present invention three, as shown in Figure 3, the present embodiment is on the basis of embodiment two, be described in detail to embodiment two, the processing method of the mobile terminal locations data provided in the present embodiment can comprise:
Step 301, large data platform receives arbitrary communication of mobile terminal behavior indication information that described network element device sends, from network element device, obtain the position data that this mobile terminal is current, described current position data comprises number information and the current resident base station cell mark of described mobile terminal;
Step 302, obtains each Base Station Identification of operator in current region and the base station geographic position information corresponding with described Base Station Identification;
Step 303, according to each Base Station Identification and the base station geographic position information corresponding with described Base Station Identification of operator in the current region stored in the current resident base station cell information of described terminal and large data platform, search the geographical location information of the current resident base station of described terminal;
Step 304, whether the base station cell positional information that the geographical location information of the current resident base station of comparison terminal is resident with the up-to-date history stored in internal memory is identical, wherein, the base station cell positional information that up-to-date history is resident, by the described terminal last time, the resident base station cell positional information of communication behavior occurred.
Particularly, the resident base station cell positional information of history comprises, the resident base station cell mark of all history that mobile terminal is corresponding, resident initial time and duration and switching times.More specifically, can be stored by the mode of list.Such as, in the base station cell positional information that history is resident, each mobile terminal corresponding is provided with the list of this mobile terminal, and this list comprises according to the resident base station cell mark of the history of time sequencing arrangement, resident initial time and duration and switching times.
Step 305, if not, then determines that described mobile terminal locations changes.
Step 306, the data relevant to this mobile terminal stored in described internal memory are upgraded according to described change in location situation, the information of mobile terminal that described internal memory is served for the historical position data and several base station storing the several mobile terminals in Preset Time, described mobile terminal historical position data comprises the number information of described mobile terminal and the resident base station cell positional information of history, and the information of mobile terminal that described base station is served comprises the mobile terminal number that the mark of described base station and current resident and history reside in described base station;
Particularly, for the historical position data of the several mobile terminals in the Preset Time stored in internal memory, comprise the number information of the mobile terminal in Preset Time and the resident base station cell positional information of history.
For the historical position data of the several mobile terminals in the Preset Time stored in internal memory, identify number home information by mobile terminal number and be specially user's registration of mobile terminal by province point, judge whether mobile terminal is roamer by the mark of the current resident base station of mobile terminal and number home information.If mobile terminal locations changes, then in the information of mobile terminal of serving in the base station of the front base station of change, delete the corresponding relation with mobile terminal, in the information of mobile terminal that base station is served after change, increase the corresponding relation of this base station and mobile terminal.And in the information of mobile terminal of serving in described base station, mark number home information and the information of roaming place of each mobile terminal.
Step 307, the information of mobile terminal that the historical position data exceeding several mobile terminals of described Preset Time and several base station of described memory are served is sent in historical data process hard disk by described large data platform.
It should be noted that, step 301 in the present embodiment, 305,306,307 with the step 201 in embodiment two, 203,204,205 identical, the explanation referred in embodiment two illustrates, is not repeating in the present embodiment.
The memory-mapped processing method of the mobile terminal locations data that the present embodiment provides, whether the base station cell positional information resident by the up-to-date history stored in the geographical location information of the current resident base station of comparison terminal and internal memory be identical, whether the change in location determining described mobile terminal is adjacent base station disturbance, avoid mobile terminal when adjacent base station coverage cell is moved, because adjacent base station interference causes the current resident base station cell of mobile terminal to judge inaccurate, make the situation of the data frequent updating relevant to described mobile terminal stored in internal memory, save the memory space in internal memory, further raising treatment effeciency.
The flow chart of the large data platform memory-mapped processing method of the mobile terminal locations data that Fig. 4 provides for the embodiment of the present invention four, as shown in Figure 4, the present embodiment is described in detail to embodiment three, and the processing method of the mobile terminal locations data provided in the present embodiment can comprise:
Step 401, large data platform receives arbitrary communication of mobile terminal behavior indication information that described network element device sends, from network element device, obtain the position data that this mobile terminal is current, described current position data comprises number information and the current resident base station cell mark of described mobile terminal;
Step 402, obtains each Base Station Identification of operator in current region and the base station geographic position information corresponding with described Base Station Identification;
Step 403, according to each Base Station Identification and the base station geographic position information corresponding with described Base Station Identification of operator in the current region stored in the current resident base station cell information of described terminal and large data platform, search the geographical location information of the current resident base station of described terminal;
Step 404, whether the base station cell positional information that the geographical location information of the current resident base station of comparison terminal is resident with the up-to-date history stored in internal memory is identical, wherein, the base station cell positional information that up-to-date history is resident, by the described terminal last time, the resident base station cell positional information of communication behavior occurred.
Step 405, if not, then determines that described mobile terminal locations changes.
Step 406, the current resident base station cell information obtained from network element device is stored in the resident base station cell positional information of history by mobile terminal, as the base station cell positional information that up-to-date history is resident;
Particularly, after determining the change of described mobile terminal locations, the current position data of this mobile terminal will be obtained from network element device, specifically comprise current resident base station cell information, be stored in the resident base station cell positional information of history, as the base station cell positional information that up-to-date history is resident, guarantee that the resident base station cell positional information of the up-to-date history that stores in the base station cell positional information that history is resident is the current resident base station cell information of mobile terminal.
More specifically, current resident base station cell identifies by mobile terminal, resident initial time, is first stored in the resident base station cell positional information of moment up-to-date history, and more next time mobile terminal generation communication behavior time, duration and switching times are upgraded.
Step 407, upgrades the information of mobile terminal that described base station is served according to the base station cell positional information that the number home information of described mobile terminal, each Base Station Identification of operator and the history after upgrading are resident.
If mobile terminal locations changes, in second tables of data of the base station then before there is unknown variations, delete the corresponding relation of this base station and mobile terminal, in the information of mobile terminal that base station is served after change, increase the corresponding relation of this base station and mobile terminal.And in the information of mobile terminal of serving in described base station, mark number home information and the information of roaming place of each mobile terminal.
Step 408, the information of mobile terminal that the historical position data exceeding several mobile terminals of described Preset Time and several base station of described memory are served is sent in historical data process hard disk by described large data platform.
It should be noted that, step 401-405 in the present embodiment, 408 with the step 301-305 in embodiment three, 307 identical, the explanation referred in embodiment three illustrates, is not repeating in the present embodiment.
The memory-mapped processing method of the mobile terminal locations data that the present embodiment provides, by when mobile terminal generation communication behavior, current resident base station cell information is stored in the resident base station cell positional information of history, as the base station cell positional information that up-to-date history is resident; According to the base station cell positional information that the number home information of described mobile terminal, each Base Station Identification of operator and the history after upgrading are resident, the information of mobile terminal that described base station is served is upgraded.Can realize without complex calculation, promote the whole efficiency to mobile terminal locations process, and can realize list index when enquiry of historical data, inquiry velocity is faster.
The structural representation of the large data platform that Fig. 5 provides for the embodiment of the present invention five, as shown in Figure 5, the present embodiment provides a kind of large data platform, comprising:
Receiver module 1, arbitrary communication of mobile terminal behavior indication information that described receiver module 1 sends for receiving described network element device, from network element device, obtain the position data that this mobile terminal is current, described current position data comprises the number information of described mobile terminal and the positional information of current resident base station cell;
Particularly, indication information is after mobile terminal generation communication behavior, the indication information that base station sends to large data platform.The number information of described mobile terminal and current resident base station cell information can be comprised in indication information.
Processing module 2, described processing module 2 is for judging the change in location situation of this mobile terminal according to described current position data, and the data relevant to this mobile terminal stored in described internal memory are upgraded according to described change in location situation, the information of mobile terminal that described internal memory is served for the historical position data and several base station storing the several mobile terminals in Preset Time, described mobile terminal historical position data comprises the number information of described mobile terminal and the resident base station cell positional information of history, the information of mobile terminal that described base station is served comprises the mobile terminal number that the mark of described base station and current resident and history reside in described base station,
Wherein, the quantity of mobile terminal can think setting, and the quantity of base station is all base stations in current area or designated cell.
Further, the base station cell positional information that history is resident comprises: the resident base station cell mark of described mobile terminal history, resident initial time and duration and switching times.
Accordingly, current resident base station cell information can comprise: mobile terminal current resident base station cell mark, resident initial time and duration and switching times.
Particularly, by arranging Preset Time, the information of mobile terminal controlling the historical position data of the several mobile terminals in Preset Time and several base station to serve is stored in internal memory.The storage mode of the historical position data of the several mobile terminals in Preset Time is, sets up the number information of mobile terminal, the resident base station cell positional information of all history corresponding to number information of mobile terminal and the first tables of data of current time.First tables of data specifically comprises: the number information of mobile terminal and store the list of the resident base station cell positional information of all history corresponding to the number information of each mobile terminal, and this list comprises according to the resident base station cell mark of the history of time sequencing arrangement, resident initial time and duration and switching times.
The storage mode of the information of mobile terminal that the several base stations in Preset Time are served is, sets up Base Station Identification, current resident and history resides in the mobile terminal number of described base station and the second tables of data of current time.Specifically comprise in second tables of data, the mobile terminal number residing in described base station arranged in chronological order, described mobile terminal number and the corresponding relation of this base station, described mobile terminal number attaching information and information of roaming place.
More specifically, identify number home information by mobile terminal number and be specially user's registration of mobile terminal by province point, judge that whether mobile terminal is roamer, and then determine information of roaming place by the mark of the current resident base station of mobile terminal and number home information.
Memory module 3, described memory module 3 is sent in historical data process hard disk for the information of mobile terminal of being served in the historical position data exceeding several mobile terminals of described Preset Time and several base station of described memory.
Particularly, when exceeding described Preset Time, the historical position data of the several mobile terminals stored in the first tables of data in internal memory to be gone out to hard disk to generate the first historical data table of described mobile terminal, in the first historical data table, store the number information of mobile terminal and the resident base station cell positional information of history; The motion track of a certain mobile terminal number can be inquired about from the first historical data table.
The information of mobile terminal data that the several base stations stored in the second tables of data in internal memory are served to be gone out to hard disk to generate the second historical data table, in the second historical data table, store the mobile terminal number that the mark of base station and current resident and history reside in described base station.All mobile terminals of serving a certain base station motion track in section sometime can be inquired about from the second historical data table.
The present embodiment provides a kind of large data platform, by when mobile terminal generation communication behavior, obtains number information and the current resident base station cell mark of mobile terminal described in this; And judge the change in location situation of this mobile terminal, the data relevant to this mobile terminal stored in described internal memory are upgraded, the information of mobile terminal that described internal memory is served for the historical position data and several base station storing the several mobile terminals in Preset Time according to described change in location situation; The information of mobile terminal that the historical position data exceeding several mobile terminals of described Preset Time and several base station of described memory are served is sent in historical data process hard disk, without complex calculation, promote the whole efficiency to mobile terminal locations process, and can list index be realized when enquiry of historical data, inquiry velocity is faster, the whole efficiency that large data platform fast processing great amount of terminals position data changes can be promoted, meet to location updating real-time, quasi real time inquire about, and be unlikely to make large data platform internal memory spilling etc.
Further, utilize the location data of terminals in carrier network, evade user and need GPS location of closing a terminal; Meanwhile, adopt the large data platform processing method of memory-mapped, complete the quick calculating of the position of a large number of users and two demands of mass data storage.
The structural representation of the large data platform that Fig. 6 provides for the embodiment of the present invention six, as shown in Figure 6, the present embodiment is technical embodiment five, is described in detail to embodiment five, and the large data platform provided in the present embodiment comprises:
Receiver module 1, arbitrary communication of mobile terminal behavior indication information that described receiver module 1 sends for receiving described network element device, from network element device, obtain the position data that this mobile terminal is current, described current position data comprises the number information of described mobile terminal and the positional information of current resident base station cell;
Processing module 2, described processing module 2 is for judging the change in location situation of this mobile terminal according to described current position data, and the data relevant to this mobile terminal stored in described internal memory are upgraded according to described change in location situation, the information of mobile terminal that described internal memory is served for the historical position data and several base station storing the several mobile terminals in Preset Time, described mobile terminal historical position data comprises the number information of described mobile terminal and the resident base station cell positional information of history, the information of mobile terminal that described base station is served comprises the mobile terminal number that the mark of described base station and current resident and history reside in described base station,
Processing module 2 specifically comprises:
Determination module 21, described determination module 21, for according to the edges cover situation between adjacent base station, determines whether the change in location of described mobile terminal is adjacent base station disturbance; If not, then determine that described mobile terminal locations changes.
Memory module 3, described memory module 3 is sent in historical data process hard disk for the information of mobile terminal of being served in the historical position data exceeding several mobile terminals of described Preset Time and several base station of described memory.
It should be noted that, receiver module 1 in the present embodiment, memory module 3 are identical with the function of the receiver module 1 in embodiment five, memory module 3, and the explanation referred in embodiment five illustrates, is not repeating in the present embodiment.
The large data platform that the present embodiment provides, by according to the edges cover situation between adjacent base station, whether the change in location determining described mobile terminal is adjacent base station disturbance, if not adjacent base station disturbance then upgrades the data relevant to this mobile terminal stored in described internal memory, avoid mobile terminal when adjacent base station coverage cell is moved, because adjacent base station interference causes the current resident base station cell of mobile terminal to judge inaccurate, make the situation of the data frequent updating relevant to described mobile terminal stored in internal memory, save the memory space in internal memory, further raising treatment effeciency.
The structural representation of the large data platform that Fig. 7 provides for the embodiment of the present invention seven, as shown in Figure 7, the present embodiment is described in detail to embodiment six, and the large data platform provided in the present embodiment comprises:
Receiver module 1, arbitrary communication of mobile terminal behavior indication information that described receiver module 1 sends for receiving described network element device, from network element device, obtain the position data that this mobile terminal is current, described current position data comprises the number information of described mobile terminal and the positional information of current resident base station cell;
Processing module 2, described processing module 2 is for judging the change in location situation of this mobile terminal according to described current position data, and the data relevant to this mobile terminal stored in described internal memory are upgraded according to described change in location situation, the information of mobile terminal that described internal memory is served for the historical position data and several base station storing the several mobile terminals in Preset Time, described mobile terminal historical position data comprises the number information of described mobile terminal and the resident base station cell positional information of history, the information of mobile terminal that described base station is served comprises the mobile terminal number that the mark of described base station and current resident and history reside in described base station,
Particularly, for the historical position data of the several mobile terminals in the Preset Time stored in internal memory, comprise the number information of the mobile terminal in Preset Time and the resident base station cell positional information of history.
For the historical position data of the several mobile terminals in the Preset Time stored in internal memory, identify number home information by mobile terminal number and be specially user's registration of mobile terminal by province point, judge whether mobile terminal is roamer by the mark of the current resident base station of mobile terminal and number home information.If mobile terminal locations changes, then in the information of mobile terminal of serving in the base station of the front base station of change, delete the corresponding relation with mobile terminal, in the information of mobile terminal that base station is served after change, increase the corresponding relation of this base station and mobile terminal.And in the information of mobile terminal of serving in described base station, mark number home information and the information of roaming place of each mobile terminal.
Processing module 2 also comprises:
Determination module 21, described determination module 21 specifically comprises:
Obtain submodule 211, described acquisition submodule 211 is for obtaining each Base Station Identification of operator in current region and the base station geographic position information corresponding with described Base Station Identification;
Search submodule 212, described submodule 212 of searching, for according to each Base Station Identification of operator in the current region stored in the current resident base station cell information of described terminal and large data platform and the base station geographic position information corresponding with described Base Station Identification, searches the geographical location information of the current resident base station of described terminal;
Comparison sub-module 213, whether described comparison sub-module 213 is identical for the base station cell positional information that the up-to-date history that stores in geographical location information and the internal memory of the current resident base station of comparison terminal is resident, wherein, the base station cell positional information that up-to-date history is resident, by the described terminal last time, the resident base station cell positional information of communication behavior occurred.
Particularly, the resident base station cell positional information of history comprises, the resident base station cell mark of all history that mobile terminal is corresponding, resident initial time and duration and switching times.More specifically, can be stored by the mode of list.Such as, in the base station cell positional information that history is resident, each mobile terminal corresponding is provided with the list of this mobile terminal, and this list comprises according to the resident base station cell mark of the history of time sequencing arrangement, resident initial time and duration and switching times.
Described determination module 21 also for, if not, then determine that described mobile terminal locations changes.
Memory module 3, described memory module 3 is sent in historical data process hard disk for the information of mobile terminal of being served in the historical position data exceeding several mobile terminals of described Preset Time and several base station of described memory.
It should be noted that, step receiver module 1 in the present embodiment, processing module 2, memory module 3 are identical with function in embodiment six, and the explanation referred in embodiment six illustrates, is not repeating in the present embodiment.
The large data platform that the present embodiment provides, whether the base station cell positional information resident by the up-to-date history stored in the geographical location information of the current resident base station of comparison terminal and internal memory be identical, whether the change in location determining described mobile terminal is adjacent base station disturbance, avoid mobile terminal when adjacent base station coverage cell is moved, because adjacent base station interference causes the current resident base station cell of mobile terminal to judge inaccurate, make the situation of the data frequent updating relevant to described mobile terminal stored in internal memory, save the memory space in internal memory, further raising treatment effeciency.
The structural representation of the large data platform that Fig. 8 provides for the embodiment of the present invention eight, as shown in Figure 8, the present embodiment is described in detail to embodiment seven, and the large data platform provided in the present embodiment comprises:
Receiver module 1, arbitrary communication of mobile terminal behavior indication information that described receiver module 1 sends for receiving described network element device, from network element device, obtain the position data that this mobile terminal is current, described current position data comprises the number information of described mobile terminal and the positional information of current resident base station cell;
Processing module 2, described processing module 2 is for judging the change in location situation of this mobile terminal according to described current position data, and the data relevant to this mobile terminal stored in described internal memory are upgraded according to described change in location situation, the information of mobile terminal that described internal memory is served for the historical position data and several base station storing the several mobile terminals in Preset Time, described mobile terminal historical position data comprises the number information of described mobile terminal and the resident base station cell positional information of history, the information of mobile terminal that described base station is served comprises the mobile terminal number that the mark of described base station and current resident and history reside in described base station,
Wherein, processing module 2 comprises:
Determination module 21, described determination module 21, for according to the edges cover situation between adjacent base station, determines whether the change in location of described mobile terminal is adjacent base station disturbance; If not, then determine that described mobile terminal locations changes.
Described determination module 21 specifically comprises:
Obtain submodule 211, described acquisition submodule 211 is for obtaining each Base Station Identification of operator in current region and the base station geographic position information corresponding with described Base Station Identification;
Search submodule 212, described submodule 212 of searching, for according to each Base Station Identification of operator in the current region stored in the current resident base station cell information of described terminal and large data platform and the base station geographic position information corresponding with described Base Station Identification, searches the geographical location information of the current resident base station of described terminal;
Comparison sub-module 213, whether described comparison sub-module 213 is identical for the base station cell positional information that the up-to-date history that stores in geographical location information and the internal memory of the current resident base station of comparison terminal is resident, wherein, the base station cell positional information that up-to-date history is resident, by the described terminal last time, the resident base station cell positional information of communication behavior occurred.
Described determination module 21 also for, if not, then determine that described mobile terminal locations changes.
The processing module 2 provided in the present embodiment also comprises:
Update module 22, described update module 22 for the described current resident base station cell information obtained from network element device is stored in the resident base station cell positional information of described history, as the base station cell positional information that up-to-date history is resident; According to the base station cell positional information that the number home information of described mobile terminal, each Base Station Identification of operator and the history after upgrading are resident, the information of mobile terminal that described base station is served is upgraded.
Particularly, after determining the change of described mobile terminal locations, the current position data of this mobile terminal will be obtained from network element device, specifically comprise current resident base station cell information, be stored in the resident base station cell positional information of history in the first tables of data, as the base station cell positional information that up-to-date history is resident, guarantee that the resident base station cell positional information of the up-to-date history that stores in the base station cell positional information that history is resident is the current resident base station cell information of mobile terminal.
More specifically, current resident base station cell identifies by mobile terminal, resident initial time, is first stored in the resident base station cell positional information of moment up-to-date history, and more next time mobile terminal generation communication behavior time, duration and switching times are upgraded.
If mobile terminal locations changes, in second tables of data of the base station then before there is unknown variations, delete the corresponding relation of this base station and mobile terminal, in the information of mobile terminal that base station is served after change, increase the corresponding relation of this base station and mobile terminal.And in the information of mobile terminal of serving in described base station, mark number home information and the information of roaming place of each mobile terminal.
Memory module 3, described memory module 3 is sent in historical data process hard disk for the information of mobile terminal of being served in the historical position data exceeding several mobile terminals of described Preset Time and several base station of described memory.
It should be noted that, step receiver module 1 in the present embodiment, determination module 21, memory module 3 are identical with function in embodiment seven, and the explanation referred in embodiment seven illustrates, is not repeating in the present embodiment.
The large data platform that the present embodiment provides, by when mobile terminal generation communication behavior, is stored to current resident base station cell information in the resident base station cell positional information of history, as the base station cell positional information that up-to-date history is resident; According to the base station cell positional information that the number home information of described mobile terminal, each Base Station Identification of operator and the history after upgrading are resident, the information of mobile terminal that described base station is served is upgraded.Can realize without complex calculation, promote the whole efficiency to mobile terminal locations process, and can realize list index when enquiry of historical data, inquiry velocity is faster.
Those skilled in the art can be well understood to, and for convenience and simplicity of description, the specific works process of the device of foregoing description, with reference to the corresponding process in preceding method embodiment, can not repeat them here.
One of ordinary skill in the art will appreciate that: all or part of step realizing above-mentioned each embodiment of the method can have been come by the hardware that program command is relevant.Aforesaid program can be stored in a computer read/write memory medium.This program, when performing, performs the step comprising above-mentioned each embodiment of the method; And aforesaid storage medium comprises: ROM, RAM, magnetic disc or CD etc. various can be program code stored medium.
Last it is noted that above embodiment is only in order to illustrate technical scheme of the present invention, be not intended to limit; Although with reference to previous embodiment to invention has been detailed description, those of ordinary skill in the art is to be understood that: it still can be modified to the technical scheme described in foregoing embodiments, or carries out equivalent replacement to wherein portion of techniques feature; And these amendments or replacement, do not make the essence of appropriate technical solution depart from the spirit and scope of various embodiments of the present invention technical scheme.
Claims (9)
1. a memory-mapped processing method for mobile terminal locations data, is characterized in that, comprising:
Large data platform receives arbitrary communication of mobile terminal behavior indication information that described network element device sends, from network element device, obtain the position data that this mobile terminal is current, described current position data comprises the number information of described mobile terminal and the positional information of current resident base station cell;
Described large data platform judges the change in location situation of this mobile terminal according to described current position data, and the data relevant to this mobile terminal stored in described internal memory are upgraded according to described change in location situation, the information of mobile terminal that described internal memory is served for the historical position data and several base station storing the several mobile terminals in Preset Time, described mobile terminal historical position data comprises the number information of described mobile terminal and the resident base station cell positional information of history, the information of mobile terminal that described base station is served comprises the mobile terminal number that the mark of described base station and current resident and history reside in described base station,
The information of mobile terminal that the historical position data exceeding several mobile terminals of described Preset Time and several base station of described memory are served is sent in historical data process hard disk by described large data platform.
2. method according to claim 1, is characterized in that, the resident base station cell positional information of history comprises: the resident base station cell mark of described mobile terminal history, resident initial time and duration and switching times.
3. method according to claim 2, is characterized in that, described large data platform judges the change in location situation of this mobile terminal according to described current position data, specifically comprises:
According to the edges cover situation between adjacent base station, determine whether the change in location of described mobile terminal is adjacent base station disturbance;
If not, then determine that described mobile terminal locations changes.
4. method according to claim 3, is characterized in that, described according to the edges cover situation between adjacent base station, determines whether the change in location of described mobile terminal is adjacent base station disturbance, specifically comprises:
Obtain each Base Station Identification of operator in current region and the base station geographic position information corresponding with described Base Station Identification;
According to each Base Station Identification and the base station geographic position information corresponding with described Base Station Identification of operator in the current region stored in the current resident base station cell information of described terminal and large data platform, search the geographical location information of the current resident base station of described terminal;
Whether the base station cell positional information that the geographical location information of the current resident base station of comparison terminal is resident with the up-to-date history stored in internal memory is identical, wherein, the base station cell positional information that up-to-date history is resident, by the described terminal last time, the resident base station cell positional information of communication behavior occurred.
5. method according to claim 4, is characterized in that, describedly upgrades the data relevant to this mobile terminal stored in described internal memory according to described change in location situation, specifically comprises:
The described current resident base station cell information obtained from network element device is stored in the resident base station cell positional information of described history by mobile terminal, as the base station cell positional information that up-to-date history is resident;
According to the base station cell positional information that the number home information of described mobile terminal, each Base Station Identification of operator and the history after upgrading are resident, the information of mobile terminal that described base station is served is upgraded.
6. a large data platform, is characterized in that, comprising:
Receiver module, arbitrary communication of mobile terminal behavior indication information that described receiver module sends for receiving described network element device, from network element device, obtain the position data that this mobile terminal is current, described current position data comprises the number information of described mobile terminal and the positional information of current resident base station cell;
Processing module, described processing module is used for the change in location situation judging this mobile terminal according to described current position data, and the data relevant to this mobile terminal stored in described internal memory are upgraded according to described change in location situation, the information of mobile terminal that described internal memory is served for the historical position data and several base station storing the several mobile terminals in Preset Time, described mobile terminal historical position data comprises the number information of described mobile terminal and the resident base station cell positional information of history, the information of mobile terminal that described base station is served comprises the mobile terminal number that the mark of described base station and current resident and history reside in described base station,
Memory module, described memory module is used for the information of mobile terminal that the historical position data exceeding several mobile terminals of described Preset Time and several base station of described memory are served to be sent in historical data process hard disk.
7. large data platform according to claim 6, is characterized in that, described processing module also comprises:
Determination module, described determination module is used for according to the edges cover situation between adjacent base station, determines whether the change in location of described mobile terminal is adjacent base station disturbance; If not, then determine that described mobile terminal locations changes.
8. large data platform according to claim 7, is characterized in that, described determination module specifically comprises:
Obtain submodule, described acquisition submodule is for obtaining each Base Station Identification of operator in current region and the base station geographic position information corresponding with described Base Station Identification;
Search submodule, described submodule of searching, for according to each Base Station Identification of operator in the current region stored in the current resident base station cell information of described terminal and large data platform and the base station geographic position information corresponding with described Base Station Identification, searches the geographical location information of the current resident base station of described terminal;
Comparison sub-module, whether described comparison sub-module is identical for the base station cell positional information that the geographical location information of the current resident base station of comparison terminal is resident with the up-to-date history stored in internal memory, wherein, the base station cell positional information that up-to-date history is resident, by the described terminal last time, the resident base station cell positional information of communication behavior occurred.
9. large data platform according to claim 7, is characterized in that, described processing module also comprises:
Update module, described update module is used for being stored in the resident base station cell positional information of described history by the described current resident base station cell information obtained from network element device, as the base station cell positional information that up-to-date history is resident; According to the base station cell positional information that the number home information of described mobile terminal, each Base Station Identification of operator and the history after upgrading are resident, the information of mobile terminal that described base station is served is upgraded.
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