CN105704657B - Monitor the method and device of mobile terminal locations - Google Patents
Monitor the method and device of mobile terminal locations Download PDFInfo
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- CN105704657B CN105704657B CN201410707948.0A CN201410707948A CN105704657B CN 105704657 B CN105704657 B CN 105704657B CN 201410707948 A CN201410707948 A CN 201410707948A CN 105704657 B CN105704657 B CN 105704657B
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Abstract
The present invention relates to a kind of method and device for monitoring mobile terminal locations, method includes: the position relevant communication parameter for obtaining mobile terminal, and messaging parameter is the relevant parameter that mobile terminal is maintained and communicated between base station；According to messaging parameter and the geographical location matching relationship being pre-created, the location information of mobile terminal is obtained；The location information for analyzing mobile terminal, obtains the location track of mobile terminal.The present invention substantially records and depicts the track of user's life using the location information carried in the mobile terminals such as mobile phone wireless communication, without allowing user to open the positioning functions such as GPS, it can not only continue to obtain location information of mobile terminal, it predicts the life track of user, and reduces mobile terminal energy consumption.
Description
Technical field
The present invention relates to field of communication technology more particularly to a kind of method and devices for monitoring mobile terminal locations.
Background technique
Currently, being to position customer position information based on the GPS function of mobile terminal mostly, then for mobile terminal
Pass through the location information of the real-time upload user of the PS of mobile terminal (i.e. data field) business again.
However, taking the mobile phone as an example since GPS compares consuming electricity, most of mobile phone user uses Shi Douhui in daily mobile phone
GPS is in close state.It, just can be by the GPS function of mobile phone only when GPS (such as navigation, chauffeur software) must be used
It opens, thus continuously cannot completely obtain the location information of user for a long time.And if without the accumulation of a large amount of historical datas,
It is difficult to accurately make the prediction of user's life track, and then related service can not be pushed for user's living habit.
Summary of the invention
The embodiment of the present invention provides a kind of method and device for monitoring mobile terminal locations, it is intended to solve to be difficult to continue at present
Obtain location information of mobile terminal, and then it is difficult to predict user live track the problem of.
The embodiment of the present invention proposes a kind of method for monitoring mobile terminal locations, comprising:
Obtain the position relevant communication parameter of mobile terminal；The messaging parameter be the mobile terminal maintain with base station it
Between the relevant parameter that communicates；
According to the messaging parameter and the geographical location matching relationship being pre-created, the position of the mobile terminal is obtained
Information；
The location information for analyzing the mobile terminal obtains the location track of the mobile terminal.
The embodiment of the present invention also proposes a kind of device for monitoring mobile terminal locations, comprising:
Parameter acquisition module, for obtaining the position relevant communication parameter of mobile terminal；The messaging parameter is the shifting
Dynamic relevant parameter terminal maintenance and communicated between base station；
Matching obtains module, for obtaining according to the messaging parameter and the geographical location matching relationship being pre-created
The location information of the mobile terminal；
Analysis and processing module obtains the position rail of the mobile terminal for analyzing the location information of the mobile terminal
Mark.
The method and device for a kind of monitoring mobile terminal locations that the embodiment of the present invention proposes, by obtaining mobile terminal
Position relevant communication parameter；According to messaging parameter and the geographical location matching relationship being pre-created, the position of mobile terminal is obtained
Confidence breath；The location information for analyzing mobile terminal, obtains the location track of mobile terminal, utilizes the mobile terminals such as mobile phone as a result,
In wireless communication carry location information come substantially record and depict user life track, without allow user open GPS
Etc. positioning functions, not only can continue obtain location information of mobile terminal, predict the life track of user, and reduce movement
Terminal energy consumption.
Detailed description of the invention
Fig. 1 is the hardware running environment schematic diagram that the embodiment of the present invention is related to；
Fig. 2 is the flow diagram of the method first embodiment of present invention monitoring mobile terminal locations；
Fig. 3 is to match contingency table according to messaging parameter and the geographical location being pre-created in the embodiment of the present invention, is obtained
A kind of flow diagram of the location information of the mobile terminal；
Fig. 4 is to match contingency table according to messaging parameter and the geographical location being pre-created in the embodiment of the present invention, is obtained
Another flow diagram of the location information of the mobile terminal；
Fig. 5 is the flow diagram of the method second embodiment of present invention monitoring mobile terminal locations；
Fig. 6 is the flow diagram of the method 3rd embodiment of present invention monitoring mobile terminal locations；
Fig. 7 is the functional block diagram of the device first embodiment of present invention monitoring mobile terminal locations；
Fig. 8 is a kind of structural schematic diagram that matching obtains module in the device of present invention monitoring mobile terminal locations；
Fig. 9 is another structural schematic diagram that matching obtains module in the device of present invention monitoring mobile terminal locations；
Figure 10 is the functional block diagram of the device second embodiment of present invention monitoring mobile terminal locations；
Figure 11 is the functional block diagram of the device 3rd embodiment of present invention monitoring mobile terminal locations.
In order to keep technical solution of the present invention clearer, clear, it is described in further detail below in conjunction with attached drawing.
Specific embodiment
It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, it is not intended to limit the present invention.
The main thought of the embodiment of the present invention is: using mobile phone wireless communicate in included location information (LAI itself
(Location Area Identity, position area identification code), CELLID (base station number), ARFCN (Absolute Radio
Frequency Channel Number, absolute wireless channel number) etc.) substantially record and depict the rail of user's life
Mark.Because of the data to be obtained, mobile phone will during normal use be generated, so without allowing user to open new function, benefit
The data just generated with normal use mobile phone can obtain the substantially moving position or activity trajectory of user, meet position acquisition
While demand, mobile phone energy consumption can also be reduced.
As shown in Figure 1, Fig. 1 is the hardware running environment schematic diagram that the embodiment of the present invention is related to, specially monitoring is moved
A kind of structural schematic diagram of mobile terminal where the device of dynamic terminal location.
As shown in Figure 1, the mobile terminal may include: processor 1001, such as CPU, network interface 1004, user interface
1003, memory 1005, communication bus 1002.Wherein, communication bus 1002 is for realizing in mobile terminal between these components
Connection communication.User interface 1003 may include display screen (Display), keyboard (Keyboard), optional user interface
1003 can also include standard wireline interface and wireless interface.Network interface 1004 optionally may include that the wired of standard connects
Mouth, wireless interface (such as WI-FI interface).Memory 1005 can be high speed RAM memory, be also possible to stable memory
(non-volatile memory), such as magnetic disk storage.Memory 1005 optionally can also be independently of aforementioned processor
1001 storage device.As shown in Figure 1, as may include operation system in a kind of memory 1005 of computer storage medium
System, network communication module, Subscriber Interface Module SIM and the application program for monitoring mobile terminal locations.
In mobile terminal shown in Fig. 1, network interface 1004 is mainly used for connecting background server, with background server
Data communication is carried out, realizes the communication with base station network side, and the data interaction with background server；User interface 1003 is main
It is used to connect client, carries out data communication with client, receive the operational order of user；And processor 1001 can be used for
The application program of the monitoring mobile terminal locations stored in memory 1005 is called, and executes following operation:
Obtain the position relevant communication parameter of mobile terminal；The messaging parameter be the mobile terminal maintain with base station it
Between the relevant parameter that communicates；
According to the messaging parameter and the geographical location matching relationship being pre-created, the position of the mobile terminal is obtained
Information；
The location information for analyzing the mobile terminal obtains the location track of the mobile terminal.
Further, in one embodiment, processor 1001 calls the monitoring mobile terminal stored in memory 1005
The application program of position can execute following operation:
According to the messaging parameter of the mobile terminal, the geographical location matching contingency table being pre-created is searched；
From geographical location matching contingency table, obtain consistent referring to mobile with the messaging parameter of the mobile terminal
The corresponding location information of terminal；
Using the corresponding location information of the reference mobile terminal as the location information of the mobile terminal.
Further, in one embodiment, processor 1001 calls the monitoring mobile terminal stored in memory 1005
The application program of position can execute following operation:
According to the messaging parameter of the mobile terminal, the signal strength of cell and adjacent area where obtaining the mobile terminal
Signal strength；
Using the messaging parameter of the mobile terminal, the signal strength of place cell, the signal strength of adjacent area as the shifting
The contextual data of dynamic terminal coupling index；
The geographical location matching contingency table being pre-created is searched, the consistent ginseng of contextual data with the mobile terminal is obtained
According to the corresponding location information of mobile terminal；
Using the corresponding location information of the reference mobile terminal as the location information of the mobile terminal.
Further, in one embodiment, processor 1001 calls the monitoring mobile terminal stored in memory 1005
The application program of position can execute following operation:
Count the location information of the mobile terminal in predetermined amount of time；
Analyze the mobile terminal within a predetermined period of time, different time points/section use state and corresponding position
Information；
Based on the analysis results, User Activity feature when mobile terminal is in different location is obtained；
It is in User Activity feature when different location according to mobile terminal, draws the location track of mobile terminal.
Further, in one embodiment, processor 1001 calls the monitoring mobile terminal stored in memory 1005
The application program of position can execute following operation:
Create the geographical location matching contingency table；It specifically includes:
The positioning function referring to mobile terminal is opened, the location information referring to mobile terminal is obtained；
Obtain the position relevant communication parameter referring to mobile terminal；
The location information referring to mobile terminal is associated with the messaging parameter referring to mobile terminal, generate geographical position
Set matching contingency table.
Further, in one embodiment, processor 1001 calls the monitoring mobile terminal stored in memory 1005
The application program of position can execute following operation:
According to the messaging parameter referring to mobile terminal, the signal strength of the cell referring to where mobile terminal is obtained
And the signal strength of adjacent area；
Using the reference messaging parameter of mobile terminal, the signal strength of place cell, the signal strength of adjacent area as institute
State the contextual data referring to mobile terminal；
By the location information referring to mobile terminal and described associated referring to the contextual data of mobile terminal, generation ground
Manage location matches contingency table.
Further, in one embodiment, processor 1001 calls the monitoring mobile terminal stored in memory 1005
The application program of position can execute following operation:
According to the location track of the mobile terminal, active characteristics and position pair of the Xiang Suoshu mobile terminal push with user
Answer relevant information on services.
The present embodiment through the above scheme, passes through the position relevant communication parameter of acquisition mobile terminal；According to messaging parameter
And the geographical location matching relationship being pre-created, obtain the location information of mobile terminal；The location information of mobile terminal is analyzed,
The location track of mobile terminal is obtained, as a result, using the location information carried in the mobile terminals such as mobile phone wireless communication come substantially
The track for recording and depicting user's life can not only continue to obtain movement without allowing user to open the positioning functions such as GPS
Terminal positional information, predicts the life track of user, and reduces mobile terminal energy consumption.
Based on above-mentioned hardware structure, the embodiment of the method for present invention monitoring mobile terminal locations is proposed.
As shown in Fig. 2, first embodiment of the invention proposes a kind of method for monitoring mobile terminal locations, comprising:
Step S101 obtains the position relevant communication parameter of mobile terminal；
The mobile terminal of this embodiment can have the network terminal of communication function for mobile phone etc..The present embodiment is carried out with mobile phone
Citing.
Wherein, the position relevant communication parameter of mobile terminal refers to messaging parameter relevant to the position of mobile terminal, should
Messaging parameter include but is not limited to LAI (Location Area Identity, position area identification code), CELLID (base station number),
ARFCN (Absolute Radio Frequency Channel Number, absolute wireless channel number), TA (time slot).
The present embodiment is considered: mobile phone can generate the letter such as a large amount of LAI, CELLID, ARFCN in the state of normal communication
Breath.These information are mobile phones to maintain necessary to normally communicating and (also having under standby) between base station, and these are believed
Breath is all information relevant with position, therefore, can use these data caused by mobile phone, carries out historical accumulation, and pass through
The analysis of backstage big data can use the life track of mobile phone user to depict the life track of mobile phone user, to
User recommends corresponding information on services, such as after getting user job place and place of abode, can according to user job
Point recommends advertisement relevant to work, information on services to user, for example, the dining shop etc. near user's recommended work place；
For another example, the house information near place of abode, such as barber shop, convenience can be recommended to user according to user place of abode
Shop, overtime shopping information etc..
Specifically, when obtaining the messaging parameters such as LAI, CELLID, ARFCN, TA of user mobile phone, AT can be passed through
COMMAND obtains these current information of mobile phone, and 3GPP agreement defines the corresponding communication that AT COMMAND needs to return
Parameter, for example, by order " AT+CREG? " the current CELLID of mobile phone can be obtained.
Step S102 obtains the movement according to the messaging parameter and the geographical location matching relationship being pre-created
The location information of terminal；
In order to obtain the location information of mobile terminal, the present embodiment, which has been pre-created, embodies the geography that geographical location matching is closed
Location matches contingency table, the movement under having recorded corresponding a certain scene in geographical location matching contingency table, as matching reference
Therefore the location information of terminal can search geographical location and match contingency table, obtain according to the contextual data of current mobile terminal
Take the corresponding location information with reference to mobile terminal, the location information as current mobile terminal.
Wherein, the contextual data of mobile terminal can be obtained by the position relevant communication parameter of the mobile terminal of acquisition
It arrives, for example is the parameter informations such as LAI, CELLID, ARFCN, TA of mobile terminal, can also be to be combined according to these information and move
The mobile terminal that the other information (such as cell signal strength) of terminal the is calculated parameters such as at a distance from base station.
In matching, the location information of the reference mobile terminal in Same Scene data is obtained as current mobile terminal
Location information.
Wherein, the creation of geographical location matching contingency table, then can be according to the reference mobile terminal for having turned on positioning function
The corresponding contextual data of location information between be associated to realize.
It wherein, include but is not limited to the positioning functions such as GPS, satellite Beidou, this implementation with reference to the positioning function of mobile terminal
Example is illustrated with GPS.
Because each messaging parameter is unique encodings, such as the geographical location area that different No. CELLID correspondence is different
Domain.For thickly populated city, can by data acquisition equipment (mobile phone in communications status and at that time mobile phone
GPS information), LAI, CELLID, ARFCN, TA and geographic location association can thus be got up.For underpopulated region,
LAI, CELLID, ARFCN and geographical location can be then associated, by other users for opening GPS for example, there is it
His user opens GPS navigation here, and LAI, CELLID, ARFCN information of the other users is associated with position, right in this way
It, can also be by LAI, CELLID, ARFCN, to obtain currently without the user for opening GPS in the user for being not turned on GPS
Location information.
According to above-mentioned principle, the location information of mobile terminal in different time periods can be obtained, so as to according to different positions
Confidence ceases the life location track for judging user.
Such as within one day, on daytime, mobile phone is located at the place A, and mobile phone then may determine that A often in talking state
Place may be the job site of user；At night, mobile phone is located at the place B, and mobile phone is wherein in standby for a period of time
Or off-mode, then it may determine that the place B is the place of abode of user.
Step S103 analyzes the location information of the mobile terminal, obtains the location track of the mobile terminal.
After the location information for obtaining mobile terminal a large amount of, in different time periods by upper type, the predetermined time is counted
The different location information of mobile terminal in (such as in one day) section.
Then, mobile terminal is analyzed within a predetermined period of time, different time points/section use state and corresponding position
Information；Based on the analysis results, User Activity feature when mobile terminal is in different location is obtained.The User Activity feature is such as
For the operating characteristic of user, feature of living or feature of travelling outdoors.
Finally, User Activity feature when being in different location according to mobile terminal, draws the location track of mobile terminal.
The location track of the mobile terminal then embodies the active characteristics of user and the corresponding relationship of playground.
Such as within one day, on daytime, mobile phone is located at the place A, and mobile phone then may determine that A often in talking state
Place may be the job site of user；At night, mobile phone is located at the place B, and mobile phone is wherein in standby for a period of time
Or off-mode, then it may determine that the place B is the place of abode of user.For another example, within the these last few days time, the position of mobile phone
Constantly variation then may determine that user in travelling or going on business.
The present embodiment through the above scheme, passes through the position relevant communication parameter of acquisition mobile terminal；According to messaging parameter
And the geographical location matching relationship being pre-created, obtain the location information of mobile terminal；The location information of mobile terminal is analyzed,
The location track of mobile terminal is obtained, as a result, using the location information carried in the mobile terminals such as mobile phone wireless communication come substantially
The track for recording and depicting user's life can not only continue to obtain movement without allowing user to open the positioning functions such as GPS
Terminal positional information, predicts the life track of user, and reduces mobile terminal energy consumption, it is subsequent can be according to the life of user
Track is recommended corresponding information on services to user, is provided conveniently for user.
More specifically, as an implementation, as shown in figure 3, above-mentioned steps S102: according to messaging parameter and in advance
The geographical location matching relationship first created, the location information for obtaining the mobile terminal may include:
Step S1021 searches the geographical location matching association being pre-created according to the messaging parameter of the mobile terminal
Table；
Wherein, messaging parameter can be LAI, CELLID, and LAI compares CELLID, and regional scope is bigger, and CELLID is compared
LAI, positional accuracy are higher.
Step S1022 is obtained consistent with the messaging parameter of the mobile terminal from geographical location matching contingency table
The corresponding location information of reference mobile terminal；
Wherein, judge that current mobile terminal is consistent with reference to the messaging parameter of mobile terminal, may is that current mobile terminal
The CELLID of place cell is consistent with the CELLID of cell with reference to where mobile terminal, the CELLID of the adjacent area of current mobile terminal
It is consistent with the CELLID of the adjacent area of reference mobile terminal；The TA value of current mobile terminal is consistent with reference to the TA value of mobile terminal,
The signal strength of cell where current mobile terminal and the relative error with reference to where mobile terminal between the signal strength of cell
Within preset range (such as 5DB)；And the signal strength of the adjacent area of current mobile terminal and with reference to neighboring region of mobile terminal
Relative error between signal strength is within preset range (such as 5DB).
Step S1023, using the corresponding location information of the reference mobile terminal as the location information of the mobile terminal.
As another embodiment, as shown in figure 4, above-mentioned steps S102: according to messaging parameter and being pre-created
Geographical location matching relationship, the location information for obtaining the mobile terminal may include:
Step S1024, according to the messaging parameter of the mobile terminal, the signal of cell is strong where obtaining the mobile terminal
The signal strength of degree and adjacent area；
Wherein, messaging parameter can be CELLID, TA.
Step
Step S1025, by the messaging parameter of the mobile terminal, the signal strength of place cell, the signal strength of adjacent area
Contextual data as the mobile terminal match index；
Step S1026 searches the geographical location matching contingency table being pre-created, obtains the scene number with the mobile terminal
According to consistent referring to the corresponding location information of mobile terminal；
Wherein, judge that current mobile terminal is consistent with reference to the messaging parameter of mobile terminal, may is that current mobile terminal
The CELLID of place cell is consistent with the CELLID of cell with reference to where mobile terminal, the CELLID of the adjacent area of current mobile terminal
It is consistent with the CELLID of the adjacent area of reference mobile terminal；The TA value of current mobile terminal is consistent with reference to the TA value of mobile terminal,
The signal strength of cell where current mobile terminal and the relative error with reference to where mobile terminal between the signal strength of cell
Within preset range (such as 5DB)；The signal strength of the adjacent area of current mobile terminal and the signal of reference neighboring region of mobile terminal
Relative error between intensity is within preset range (such as 5DB).
Step S1027, using the corresponding location information of the reference mobile terminal as the location information of the mobile terminal.
The present embodiment through the above scheme, using the mobile terminals such as mobile phone wireless communication in carry location information come substantially
The track for recording and depicting user's life can not only continue to obtain movement without allowing user to open the positioning functions such as GPS
Terminal positional information, predicts the life track of user, and reduces mobile terminal energy consumption.
As shown in figure 5, second embodiment of the invention proposes a kind of method for monitoring mobile terminal locations, it is based on above-mentioned implementation
, can also include: before the step of obtaining the position relevant communication parameter of mobile terminal
Step S100, creation geographical location match contingency table；
Compared to above-described embodiment, the present embodiment further includes the scheme for creating geographical location matching contingency table.
Before can be according to the corresponding contextual data of the location information for the reference mobile terminal for having turned on positioning function
It is associated to realize.
Because each messaging parameter is unique encodings, such as the geographical location area that different No. CELLID correspondence is different
Domain.For thickly populated city, can by data acquisition equipment (mobile phone in communications status and at that time mobile phone
GPS information), thus LAI, CELLID, ARFCN and geographic location association can get up, and (life trajectory predictions do not need too high
Precision, precision can be at hundred meters or so).It, then can be right by other users for opening GPS for underpopulated region
LAI, CELLID, ARFCN and geographical location are associated, for example, there is other users to open GPS navigation here, by this other
LAI, CELLID, ARFCN information of user is associated with position, in this way for the user for being not turned on GPS, can also pass through
LAI, CELLID, ARFCN, to obtain the location information currently without the user for opening GPS.
Specifically, as an implementation, following scheme can be used:
Firstly, opening the positioning function (such as GPS function) referring to mobile terminal, the position referring to mobile terminal is obtained
Confidence breath.
Then, the position relevant communication parameter referring to mobile terminal is obtained, for example, LAI, CELLID, ARFCN etc..
Finally, the location information referring to mobile terminal is associated with the messaging parameter referring to mobile terminal, it generates
Geographical location matches contingency table.
As another embodiment, can also specifically following scheme be used:
Firstly, the signal for obtaining the cell referring to where mobile terminal is strong according to the messaging parameter referring to mobile terminal
The signal strength of degree and adjacent area.
Then, make described referring to the messaging parameter of mobile terminal, the signal strength of place cell, the signal strength of adjacent area
For the contextual data referring to mobile terminal.
Finally, the location information referring to mobile terminal is associated with the reference contextual data of mobile terminal,
It generates geographical location and matches contingency table.
The present embodiment through the above scheme, generates geographical location by creation and matches contingency table, obtain current mobile terminal
Position relevant communication parameter；It is advised according to messaging parameter and the preset scene matching based on geographical location matching contingency table
Then, the location information of current mobile terminal is obtained；The location information for analyzing current mobile terminal, obtains the position of current mobile terminal
Track is set, substantially recorded using the location information carried in the mobile terminals such as mobile phone wireless communication as a result, and depicts user
The track of life can not only continue to obtain location information of mobile terminal, in advance without allowing user to open the positioning functions such as GPS
The life track of user is surveyed, and reduces mobile terminal energy consumption, it is subsequent to be recommended according to the life track of user to user
Corresponding information on services provides conveniently for user.
As shown in fig. 6, third embodiment of the invention proposes a kind of method for monitoring mobile terminal locations, it is based on above-mentioned implementation
, can also include:
Step S104, according to the location track of the mobile terminal, the push of Xiang Suoshu mobile terminal and the activity of user are special
Sign and position correspond to relevant information on services.
Compared to the various embodiments described above, the present embodiment further includes the location track of the mobile terminal based on acquisition, eventually to movement
End pushes and the corresponding relevant information on services of the active characteristics of user and position.
For example, can be recommended according to user job place to user after getting user job place and place of abode
Advertisement relevant to work, information on services, for example, dining shop, cultural goods shop etc. near user's recommended work place；Again
For example, the house information near place of abode can be recommended to user according to user place of abode, for example, barber shop, convenience store,
Overtime shopping information etc. recommends local specialty information, sight spot to believe also for example, according to the travel locations information of user to user
Breath etc..
It should be noted that the push of above- mentioned information can be with real-time perfoming, the position that can also be presently according to user,
Fixed point push, for example, the information on services such as the relevant advertisement of work are pushed to user at job site, at place of abode, to
The shopping informations such as user pushes convenience store, time-out gives a discount, for example most recently newly open the life informations such as barber shop, snack bar.
Accordingly, the Installation practice of present invention monitoring mobile terminal locations is proposed.
As shown in fig. 7, first embodiment of the invention proposes a kind of device for monitoring mobile terminal locations, comprising: parameter obtains
Modulus block 201, matching obtain module 202 and analysis and processing module 203, in which:
Parameter acquisition module 201, for obtaining the position relevant communication parameter of mobile terminal；The messaging parameter is described
Relevant parameter mobile terminal maintenance and communicated between base station；
Matching obtains module 202, for obtaining according to the messaging parameter and the geographical location matching relationship being pre-created
Take the location information of the mobile terminal；
Analysis and processing module 203 obtains the position of the mobile terminal for analyzing the location information of the mobile terminal
Track.
Specifically, the mobile terminal of this embodiment can have the network terminal of communication function for mobile phone etc..The present embodiment with
Mobile phone is illustrated.
Wherein, the position relevant communication parameter of mobile terminal refers to messaging parameter relevant to the position of mobile terminal, should
Messaging parameter include but is not limited to LAI (Location Area Identity, position area identification code), CELLID (base station number),
ARFCN (Absolute Radio Frequency Channel Number, absolute wireless channel number), TA (time slot).
The present embodiment is considered: mobile phone can generate the letter such as a large amount of LAI, CELLID, ARFCN in the state of normal communication
Breath.These information are mobile phones to maintain necessary to normally communicating and (also having under standby) between base station, and these are believed
Breath is all information relevant with position, therefore, can use these data caused by mobile phone, carries out historical accumulation, and pass through
The analysis of backstage big data can use the life track of mobile phone user to depict the life track of mobile phone user, to
User recommends corresponding information on services, such as after getting user job place and place of abode, can according to user job
Point recommends advertisement relevant to work, information on services to user, for example, the dining shop etc. near user's recommended work place；
For another example, the house information near place of abode, such as barber shop, convenience can be recommended to user according to user place of abode
Shop, overtime shopping information etc..
Specifically, when obtaining the messaging parameters such as LAI, CELLID, ARFCN, TA of user mobile phone, AT can be passed through
COMMAND obtains these current information of mobile phone, and 3GPP agreement defines the corresponding communication that AT COMMAND needs to return
Parameter, for example, can by order " AT+CREG? " the current CELLID of mobile phone can be obtained.
In order to obtain the location information of mobile terminal, the present embodiment, which has been pre-created, embodies the geography that geographical location matching is closed
Location matches contingency table, the movement under having recorded corresponding a certain scene in geographical location matching contingency table, as matching reference
Therefore the location information of terminal can search geographical location and match contingency table, obtain according to the contextual data of current mobile terminal
Take the corresponding location information with reference to mobile terminal, the location information as current mobile terminal.
Wherein, the contextual data of mobile terminal can be obtained by the position relevant communication parameter of the mobile terminal of acquisition
It arrives, for example is the parameter informations such as LAI, CELLID, ARFCN, TA of mobile terminal, can also be to be combined according to these information and move
The mobile terminal that the other information (such as cell signal strength) of terminal the is calculated parameters such as at a distance from base station.
In matching, the location information of the reference mobile terminal in Same Scene data is obtained as current mobile terminal
Location information.
Wherein, the creation of geographical location matching contingency table, then can be according to the reference mobile terminal for having turned on positioning function
The corresponding contextual data of location information between be associated to realize.
It wherein, include but is not limited to the positioning functions such as GPS, satellite Beidou, this implementation with reference to the positioning function of mobile terminal
Example is illustrated with GPS.
Because each messaging parameter is unique encodings, such as the geographical location area that different No. CELLID correspondence is different
Domain.For thickly populated city, can by data acquisition equipment (mobile phone in communications status and at that time mobile phone
GPS information), LAI, CELLID, ARFCN, TA and geographic location association can thus be got up.For underpopulated region,
LAI, CELLID, ARFCN and geographical location can be then associated, by other users for opening GPS for example, there is it
His user opens GPS navigation here, and LAI, CELLID, ARFCN information of the other users is associated with position, right in this way
It, can also be by LAI, CELLID, ARFCN, to obtain currently without the user for opening GPS in the user for being not turned on GPS
Location information.
According to above-mentioned principle, the location information of mobile terminal in different time periods can be obtained, so as to according to different positions
Confidence ceases the life location track for judging user.
Such as within one day, on daytime, mobile phone is located at the place A, and mobile phone then may determine that A often in talking state
Place may be the job site of user；At night, mobile phone is located at the place B, and mobile phone is wherein in standby for a period of time
Or off-mode, then it may determine that the place B is the place of abode of user.
After the location information for obtaining mobile terminal a large amount of, in different time periods by upper type, the predetermined time is counted
The different location information of mobile terminal in (such as in one day) section.
Then, mobile terminal is analyzed within a predetermined period of time, different time points/section use state and corresponding position
Information；Based on the analysis results, User Activity feature when mobile terminal is in different location is obtained.The User Activity feature is such as
For the operating characteristic of user, feature of living or feature of travelling outdoors.
Finally, User Activity feature when being in different location according to mobile terminal, draws the location track of mobile terminal.
The location track of the mobile terminal then embodies the active characteristics of user and the corresponding relationship of playground.
Such as within one day, on daytime, mobile phone is located at the place A, and mobile phone then may determine that A often in talking state
Place may be the job site of user；At night, mobile phone is located at the place B, and mobile phone is wherein in standby for a period of time
Or off-mode, then it may determine that the place B is the place of abode of user.For another example, within the these last few days time, the position of mobile phone
Constantly variation then may determine that user in travelling or going on business.
The present embodiment through the above scheme, passes through the position relevant communication parameter of acquisition mobile terminal；According to messaging parameter
And the geographical location matching relationship being pre-created, obtain the location information of mobile terminal；The location information of mobile terminal is analyzed,
The location track of mobile terminal is obtained, as a result, using the location information carried in the mobile terminals such as mobile phone wireless communication come substantially
The track for recording and depicting user's life can not only continue to obtain movement without allowing user to open the positioning functions such as GPS
Terminal positional information, predicts the life track of user, and reduces mobile terminal energy consumption, it is subsequent can be according to the life of user
Track is recommended corresponding information on services to user, is provided conveniently for user.
As an implementation, as shown in figure 8, it includes: the first lookup acquiring unit that the matching, which obtains module 202,
2021 and first processing units 2022, in which:
First lookup acquiring unit 2021 searches the ground being pre-created for the messaging parameter according to the mobile terminal
Manage location matches contingency table；From geographical location matching contingency table, obtain consistent with the messaging parameter of the mobile terminal
The corresponding location information of reference mobile terminal；
Wherein, judge that current mobile terminal is consistent with reference to the messaging parameter of mobile terminal, may is that current mobile terminal
The CELLID of place cell is consistent with the CELLID of cell with reference to where mobile terminal, the CELLID of the adjacent area of current mobile terminal
It is consistent with the CELLID of the adjacent area of reference mobile terminal；The TA value of current mobile terminal is consistent with reference to the TA value of mobile terminal,
The signal strength of cell where current mobile terminal and the relative error with reference to where mobile terminal between the signal strength of cell
Within preset range (such as 5DB)；The signal strength of the adjacent area of current mobile terminal and the signal of reference neighboring region of mobile terminal
Relative error between intensity is within preset range (such as 5DB).
First processing units 2022, for using the corresponding location information of the reference mobile terminal as the mobile terminal
Location information.
As another embodiment, as shown in figure 9, it may include: signal acquiring unit that the matching, which obtains module 202,
2023, contextual data acquiring unit 2024, second searches acquiring unit 2025 and the second processing unit 2026, in which:
Signal acquiring unit 2023 obtains the mobile terminal place for the messaging parameter according to the mobile terminal
The signal strength of cell and the signal strength of adjacent area；
Contextual data acquiring unit 2024, for by the signal strength of the messaging parameter of the mobile terminal, place cell,
Contextual data of the signal strength of adjacent area as the mobile terminal match index；
Second searches acquiring unit 2025, matches contingency table for searching the geographical location that is pre-created, acquisition with it is described
The contextual data of mobile terminal is consistent referring to the corresponding location information of mobile terminal；
Wherein, judge that current mobile terminal is consistent with reference to the messaging parameter of mobile terminal, may is that current mobile terminal
The CELLID of place cell is consistent with the CELLID of cell with reference to where mobile terminal, the CELLID of the adjacent area of current mobile terminal
It is consistent with the CELLID of the adjacent area of reference mobile terminal；The TA value of current mobile terminal is consistent with reference to the TA value of mobile terminal,
The signal strength of cell where current mobile terminal and the relative error with reference to where mobile terminal between the signal strength of cell
Within preset range (such as 5DB)；The signal strength of the adjacent area of current mobile terminal and the signal of reference neighboring region of mobile terminal
Relative error between intensity is within preset range (such as 5DB).
The second processing unit 2026, for using the corresponding location information of the reference mobile terminal as the mobile terminal
Location information.
The present embodiment through the above scheme, using the mobile terminals such as mobile phone wireless communication in carry location information come substantially
The track for recording and depicting user's life can not only continue to obtain movement without allowing user to open the positioning functions such as GPS
Terminal positional information, predicts the life track of user, and reduces mobile terminal energy consumption.
As shown in Figure 10, second embodiment of the invention proposes a kind of device for monitoring mobile terminal locations, in above-mentioned implementation
On the basis of example, further includes:
Creation module 200, for creating the geographical location matching contingency table；Specifically for opening referring to mobile terminal
The positioning functions such as GPS obtain the location information referring to mobile terminal；The position related communication obtained referring to mobile terminal is joined
Number；The location information referring to mobile terminal is associated with the messaging parameter referring to mobile terminal, generate geographical location
With contingency table.
As another embodiment, the creation module 200 is also used to be joined according to the communication referring to mobile terminal
Number obtains the signal strength of cell and the signal strength of adjacent area referring to where mobile terminal；Root is by described referring to mobile
The messaging parameter of terminal, the signal strength of place cell, the signal strength of adjacent area are as the scene number referring to mobile terminal
According to；By the location information referring to mobile terminal and described associated referring to the contextual data of mobile terminal, the geographical position of generation
Set matching contingency table.
Specifically, above-described embodiment is compared, the present embodiment further includes the scheme for creating geographical location matching contingency table.
Before can be according to the corresponding contextual data of the location information for the reference mobile terminal for having turned on positioning function
It is associated to realize.
Because each messaging parameter is unique encodings, such as the geographical location area that different No. CELLID correspondence is different
Domain.For thickly populated city, can by data acquisition equipment (mobile phone in communications status and at that time mobile phone
GPS information), thus LAI, CELLID, ARFCN and geographic location association can get up, and (life trajectory predictions do not need too high
Precision, precision can be at hundred meters or so).It, then can be right by other users for opening GPS for underpopulated region
LAI, CELLID, ARFCN and geographical location are associated, for example, there is other users to open GPS navigation here, by this other
LAI, CELLID, ARFCN information of user is associated with position, in this way for the user for being not turned on GPS, can also pass through
LAI, CELLID, ARFCN, to obtain the location information currently without the user for opening GPS.
Specifically, as an implementation, following scheme can be used:
Firstly, opening the positioning function (such as GPS function) referring to mobile terminal, the position referring to mobile terminal is obtained
Confidence breath.
Then, the position relevant communication parameter referring to mobile terminal is obtained, for example, LAI, CELLID, ARFCN etc..
Finally, the location information referring to mobile terminal is associated with the messaging parameter referring to mobile terminal, it generates
Geographical location matches contingency table.
As another embodiment, can also specifically following scheme be used:
Firstly, the signal for obtaining the cell referring to where mobile terminal is strong according to the messaging parameter referring to mobile terminal
The signal strength of degree and adjacent area.
Then, make described referring to the messaging parameter of mobile terminal, the signal strength of place cell, the signal strength of adjacent area
For the contextual data referring to mobile terminal.
Finally, the location information referring to mobile terminal is associated with the reference contextual data of mobile terminal,
It generates geographical location and matches contingency table.
The present embodiment through the above scheme, generates geographical location by creation and matches contingency table, obtain current mobile terminal
Position relevant communication parameter；It is advised according to messaging parameter and the preset scene matching based on geographical location matching contingency table
Then, the location information of current mobile terminal is obtained；The location information for analyzing current mobile terminal, obtains the position of current mobile terminal
Track is set, substantially recorded using the location information carried in the mobile terminals such as mobile phone wireless communication as a result, and depicts user
The track of life can not only continue to obtain location information of mobile terminal, in advance without allowing user to open the positioning functions such as GPS
The life track of user is surveyed, and reduces mobile terminal energy consumption, it is subsequent to be recommended according to the life track of user to user
Corresponding information on services provides conveniently for user.
As shown in figure 11, third embodiment of the invention proposes a kind of device for monitoring mobile terminal locations, in above-mentioned implementation
On the basis of example, further includes:
Pushing module 204, for the location track according to the mobile terminal, the push of Xiang Suoshu mobile terminal is with user's
Active characteristics and position correspond to relevant information on services.
Compared to the various embodiments described above, the present embodiment further includes the location track of the mobile terminal based on acquisition, eventually to movement
End pushes and the corresponding relevant information on services of the active characteristics of user and position.
For example, can be recommended according to user job place to user after getting user job place and place of abode
Advertisement relevant to work, information on services, for example, dining shop, cultural goods shop etc. near user's recommended work place；Again
For example, the house information near place of abode can be recommended to user according to user place of abode, for example, barber shop, convenience store,
Overtime shopping information etc. recommends local specialty information, sight spot to believe also for example, according to the travel locations information of user to user
Breath etc..
It should be noted that the push of above- mentioned information can be with real-time perfoming, the position that can also be presently according to user,
Fixed point push, for example, the information on services such as the relevant advertisement of work are pushed to user at job site, at place of abode, to
The shopping informations such as user pushes convenience store, time-out gives a discount, for example most recently newly open the life informations such as barber shop, snack bar.
It should also be noted that, herein, the terms "include", "comprise" or its any other variant are intended to non-
It is exclusive to include, so that the process, method, article or the device that include a series of elements not only include those elements,
It but also including other elements that are not explicitly listed, or further include solid by this process, method, article or device
Some elements.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including
There is also other identical elements in the process, method of the element, article or device.
The serial number of the above embodiments of the invention is only for description, does not represent the advantages or disadvantages of the embodiments.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can be realized by means of software and necessary general hardware platform, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on this understanding, technical solution of the present invention substantially in other words does the prior art
The part contributed out can be embodied in the form of software products, which is stored in a storage medium
In (such as ROM/RAM, magnetic disk, CD), including some instructions are used so that a terminal device (can be mobile phone, computer, clothes
Business device or the network equipment etc.) execute method described in each embodiment of the present invention.
The above description is only a preferred embodiment of the present invention, is not intended to limit the scope of the invention, all utilizations
Equivalent structure made by description of the invention and accompanying drawing content or process transformation, are applied directly or indirectly in other relevant skills
Art field, is included within the scope of the present invention.
Claims (16)
1. a kind of method for monitoring mobile terminal locations characterized by comprising
Obtain the position relevant communication parameter of mobile terminal；The messaging parameter is that the mobile terminal maintains to lead between base station
The relevant parameter of letter；
According to the messaging parameter and the geographical location matching relationship being pre-created, will join in the geographical location matching relationship
Location information according to the corresponding location information of mobile terminal as the mobile terminal；
It analyzes within a predetermined period of time, different time points/Duan Suoshu mobile terminal use state and corresponding location information,
Obtain the User Activity feature when mobile terminal is in different location；
It is in User Activity feature when different location according to the mobile terminal, draws the location track of the mobile terminal,
The location track is used to embody the corresponding relationship of the User Activity feature and playground, and the User Activity feature includes
The operating characteristic of user, feature of living or feature of travelling outdoors；
According to the location track of the mobile terminal, Xiang Suoshu mobile terminal is pushed near position and the User Activity is special
Levy relevant information on services；
Wherein, for underpopulated region, when creating the geographical location matching relationship, if the first reference mobile terminal is not
Have positioning function, opens the positioning function of the second reference mobile terminal in the region, obtain described second referring to mobile terminal
Location information, described second related is led to described first referring to the position of mobile terminal referring to the location information of mobile terminal
Believe that parameter is associated, generates geographical location and match contingency table.
2. the method according to claim 1, wherein described according to messaging parameter and the geographical position being pre-created
Matching relationship is set, using the corresponding location information of reference mobile terminal in the geographical location matching relationship as the mobile terminal
Location information the step of include:
According to the messaging parameter of the mobile terminal, the geographical location matching contingency table is searched；
From geographical location matching contingency table, obtain consistent referring to mobile terminal with the messaging parameter of the mobile terminal
Corresponding location information；
Using the corresponding location information of the reference mobile terminal as the location information of the mobile terminal.
3. the method according to claim 1, wherein described according to messaging parameter and the geographical position being pre-created
Matching relationship is set, using the corresponding location information of reference mobile terminal in the geographical location matching relationship as the mobile terminal
Location information the step of include:
According to the messaging parameter of the mobile terminal, the signal strength of cell and the letter of adjacent area where obtaining the mobile terminal
Number intensity；
Using the messaging parameter of the mobile terminal, the signal strength of place cell, the signal strength of adjacent area as described mobile whole
Hold the contextual data of match index；
The geographical location matching contingency table is searched, is obtained consistent referring to mobile terminal with the contextual data of the mobile terminal
Corresponding location information；
Using the corresponding location information of the reference mobile terminal as the location information of the mobile terminal.
4. the method according to claim 1, wherein it is described analysis within a predetermined period of time, different time points/section
The use state of the mobile terminal and corresponding location information obtain the user when mobile terminal is in different location
Active characteristics include:
If the mobile terminal then judges that user works in the position often in talking state on daytime；
If at night, the mobile terminal is in standby or off-mode, then judge that user lives in the position；
If the position of the mobile terminal constantly changes in several days, then judge user in travelling or going on business.
5. method according to any of claims 1-4, which is characterized in that the position for obtaining mobile terminal is related
Before the step of messaging parameter further include:
For thickly populated city, when creating the geographical location matching relationship, unlatching is described to be determined referring to mobile terminal
Bit function obtains the location information referring to mobile terminal；
Obtain the position relevant communication parameter referring to mobile terminal；
The location information referring to mobile terminal is associated with the reference messaging parameter of mobile terminal, it generates describedly
Manage location matches contingency table.
6. according to the method described in claim 5, it is characterized in that, described by the location information referring to mobile terminal and institute
The messaging parameter stated referring to mobile terminal is associated, and generates the step of geographical location matches contingency table and includes:
According to the messaging parameter referring to mobile terminal, obtain the cell referring to where mobile terminal signal strength and
The signal strength of adjacent area；
Using the reference messaging parameter of mobile terminal, the signal strength of place cell, the signal strength of adjacent area as the ginseng
According to the contextual data of mobile terminal；
The location information referring to mobile terminal is associated with the reference contextual data of mobile terminal, it generates describedly
Manage location matches contingency table.
7. method according to any of claims 1-4, which is characterized in that the messaging parameter includes: that position area knows
Other code, base station number, absolute wireless channel number and any one of time slot appoint several.
8. a kind of device for monitoring mobile terminal locations characterized by comprising
Creation module is used for for underpopulated region, when creating geographical location matching relationship, if first is whole referring to movement
End does not have positioning function, opens the positioning function of the second reference mobile terminal in the region, obtains described second referring to mobile
The location information of terminal, by the position phase of the location information of the second reference mobile terminal and the first reference mobile terminal
It is associated to close messaging parameter, generates geographical location and matches contingency table；
Parameter acquisition module, for obtaining the position relevant communication parameter of mobile terminal；The messaging parameter is described mobile whole
Relevant parameter end maintenance and communicated between base station；
Matching obtains module, for matching contingency table according to the messaging parameter and the geographical location, by the geographical position
Set the location information in matching contingency table referring to the corresponding location information of mobile terminal as the mobile terminal；
Analysis and processing module, within a predetermined period of time, different time points/Duan Suoshu mobile terminal use state and right
The location information answered obtains the User Activity feature when mobile terminal is in different location；At the mobile terminal
User Activity feature when different location draws the location track of the mobile terminal, and the location track is for embodying institute
The corresponding relationship of User Activity feature and playground is stated, the User Activity feature includes the operating characteristic of user, live spy
It levies or travels outdoors feature；
Pushing module, for the location track according to the mobile terminal, Xiang Suoshu mobile terminal pushes near position and institute
State the relevant information on services of User Activity feature.
9. device according to claim 8, which is characterized in that the matching obtains module and includes:
First searches acquiring unit, for the messaging parameter according to the mobile terminal, searches the geographical location matching association
Table；From geographical location matching contingency table, obtain consistent referring to mobile terminal with the messaging parameter of the mobile terminal
Corresponding location information；
First processing units, for believing described referring to the corresponding location information of mobile terminal as the position of the mobile terminal
Breath.
10. device according to claim 8, which is characterized in that the matching obtains module and includes:
Signal acquiring unit, for the messaging parameter according to the mobile terminal, the letter of cell where obtaining the mobile terminal
Number intensity and the signal strength of adjacent area；
Contextual data acquiring unit, for by the messaging parameter of the mobile terminal, the signal strength of place cell, adjacent area letter
Number contextual data of the intensity as the mobile terminal match index；
Second searches acquiring unit, for searching the geographical location matching contingency table, obtains the scene with the mobile terminal
Data are consistent referring to the corresponding location information of mobile terminal；
The second processing unit, for believing described referring to the corresponding location information of mobile terminal as the position of the mobile terminal
Breath.
11. device according to claim 8, which is characterized in that
The analysis and processing module, if on daytime, the mobile terminal then to judge user at this often in talking state
Position work；If at night, the mobile terminal is in standby or off-mode, then judge that user lives in the position；
If the position of the mobile terminal constantly changes in several days, then judge user in travelling or going on business.
12. the device according to any one of claim 8-11, which is characterized in that
The creation module is also used to when creating the geographical location matching contingency table, open thickly populated city
The positioning function referring to mobile terminal obtains the location information referring to mobile terminal；It obtains described referring to mobile whole
The position relevant communication parameter at end；By the location information referring to mobile terminal and the messaging parameter referring to mobile terminal
It is associated, generate the geographical location matching contingency table.
13. device according to claim 12, which is characterized in that
The creation module is also used to be obtained described referring to mobile terminal institute according to the messaging parameter referring to mobile terminal
In the signal strength of cell and the signal strength of adjacent area；By the messaging parameter of the reference mobile terminal, the letter of place cell
Number intensity, the signal strength of adjacent area are as the contextual data referring to mobile terminal；By the position referring to mobile terminal
Information is associated with the reference contextual data of mobile terminal, generates the geographical location matching contingency table.
14. the device according to any one of claim 8-11, which is characterized in that the messaging parameter includes: position area
Identification code, base station number, absolute wireless channel number and any one of time slot appoint several.
15. a kind of mobile terminal, which is characterized in that including processor and memory, storage can be by the place in the memory
The instruction that device executes is managed, when executed, the processor is used for:
Obtain the position relevant communication parameter of the mobile terminal；The messaging parameter be the mobile terminal maintain with base station it
Between the relevant parameter that communicates；
According to the messaging parameter and the geographical location matching relationship being pre-created, will join in the geographical location matching relationship
Location information according to the corresponding location information of mobile terminal as the mobile terminal；
It analyzes within a predetermined period of time, different time points/Duan Suoshu mobile terminal use state and corresponding location information,
Obtain the User Activity feature when mobile terminal is in different location；
It is in User Activity feature when different location according to the mobile terminal, draws the location track of the mobile terminal,
The location track is used to embody the corresponding relationship of the User Activity feature and playground, and the User Activity feature includes
The operating characteristic of user, feature of living or feature of travelling outdoors；
According to the location track of the mobile terminal, Xiang Suoshu mobile terminal is pushed near position and the User Activity is special
Levy relevant information on services；
Wherein, for underpopulated region, when creating the geographical location matching relationship, if the first reference mobile terminal is not
Have positioning function, opens the positioning function of the second reference mobile terminal in the region, obtain described second referring to mobile terminal
Location information, described second related is led to described first referring to the position of mobile terminal referring to the location information of mobile terminal
Believe that parameter is associated, generates geographical location and match contingency table.
16. a kind of computer readable storage medium, which is characterized in that be stored with computer-readable instruction, at least one can be made
Processor executes the method as described in any one of claims 1 to 7.
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