CN105246157A - Mobile terminal positioning method and positioning system - Google Patents
Mobile terminal positioning method and positioning system Download PDFInfo
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- CN105246157A CN105246157A CN201510740306.5A CN201510740306A CN105246157A CN 105246157 A CN105246157 A CN 105246157A CN 201510740306 A CN201510740306 A CN 201510740306A CN 105246157 A CN105246157 A CN 105246157A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W64/00—Locating users or terminals or network equipment for network management purposes, e.g. mobility management
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
- H04W4/025—Services making use of location information using location based information parameters
Abstract
The present invention discloses a mobile terminal positioning method and positioning system. The mobile terminal positioning method comprises: obtaining communication signaling data and user behavior data; and determining position information of a target mobile terminal according to the communication signaling data and the user behavior data. A technical solution provided by the present invention is free of complex manual analysis, and a target crowd and moving information thereof can be fast and precisely positioned by big data analysis, so that the positioning on a specific crowd can be realized. In addition, the positioning method provided by the present invention can be used for analyzing co-movement among a plurality of mobile users by mobile terminal position information in signaling network data, further consistent moving crowd clues can be found out, and clues for uncovering criminal cases are provided.
Description
Technical field
The present invention relates to communication technical field, particularly relate to a kind of localization method and navigation system of mobile terminal.
Background technology
In recent years, large data brought huge technological innovation and business opportunities.The large data of continuous accumulation contain the deep value much do not possessed in the small data quantity epoch.To large data analysis with to excavate will be that enterprise brings huge commercial value, thus realize the value-added service of various high added value, the economic benefit of further enterprise and social benefit.
For fully realizing the value of large data, prior art utilizes communication data to carry out running fix.Specifically, obtain the base station at described mobile terminal place according to communication data, then determine the geographical position of described mobile terminal according to longitude corresponding to described base station and dimension.But, the positioning precision of said method and the coverage density of base station closely related, do not cover in base station or place that coverage density is less, prior art cannot realize location or positioning precision lower.
Summary of the invention
For solving the problem, the invention provides a kind of localization method and navigation system of mobile terminal, for solving the existing localization method problem that positioning precision is low due to the impact of base station.
For solving the problem, the invention provides a kind of localization method of mobile terminal, comprising:
Obtaining communication signaling data and user behavior data;
According to the positional information of described communication signaling data and described user behavior data determination destination mobile terminal.
Optionally, the step of the described positional information according to described communication signaling data and described user behavior data determination destination mobile terminal comprises:
Form destination mobile terminal set according to described communication signaling data and described user behavior data, described destination mobile terminal set comprises destination mobile terminal and with reference to mobile terminal, described with reference to mobile terminal and described destination mobile terminal interrelated;
According to the positional information of described destination mobile terminal set determination destination mobile terminal.
Optionally, the described step according to described communication signaling data and the set of described user behavior data formation destination mobile terminal comprises:
When destination mobile terminal is in open state, obtain the unique identification of all first centered by described destination mobile terminal within predetermined radii with reference to mobile terminal;
Unique identification according to described first reference mobile terminal forms destination mobile terminal set.
Optionally, the described step according to described communication signaling data and the set of described user behavior data formation destination mobile terminal comprises:
When destination mobile terminal is in off-mode, obtain the unique identification of all first centered by the destination mobile terminal in moment of shutting down within predetermined radii with reference to mobile terminal;
Unique identification according to described first reference mobile terminal forms the set of start mobile terminal;
Obtain association communication terminal, described association communication terminal or carry out the communication behavior that associates with accident;
Obtain the unique identification of all second centered by described association communication terminal within predetermined radii with reference to mobile terminal;
Unique identification according to described second reference mobile terminal forms the set of shutdown mobile terminal;
Destination mobile terminal set is formed according to the set of described start mobile terminal and described shutdown mobile terminal intersection of sets collection.
Optionally, the step of the described positional information according to described destination mobile terminal set determination destination mobile terminal comprises:
Investigate mobile terminal among described destination mobile terminal set to confirm described destination mobile terminal;
The positional information of described destination mobile terminal is determined according to described destination mobile terminal.
The present invention also provides a kind of navigation system of mobile terminal, comprising:
First acquiring unit, for obtaining communication signaling data and user behavior data;
First determining unit, for the positional information according to described communication signaling data and described user behavior data determination destination mobile terminal.
Optionally, described first determining unit comprises:
First forms module, for forming destination mobile terminal set according to described communication signaling data and described user behavior data, described destination mobile terminal set comprises destination mobile terminal and with reference to mobile terminal, described with reference to mobile terminal and described destination mobile terminal interrelated;
First determination module, for the positional information according to described destination mobile terminal set determination destination mobile terminal.
Optionally, described first formation module comprises:
First obtains submodule, for when destination mobile terminal is in open state, obtains the unique identification of all first centered by described destination mobile terminal within predetermined radii with reference to mobile terminal;
First forms submodule, for forming destination mobile terminal set according to the unique identification of described first reference mobile terminal.
Optionally, described first formation module comprises:
Second obtains submodule, for when destination mobile terminal is in off-mode, obtains the unique identification of all first centered by the destination mobile terminal in moment of shutting down within predetermined radii with reference to mobile terminal;
Second forms submodule, for forming the set of start mobile terminal according to the unique identification of described first reference mobile terminal;
3rd obtains submodule, and for obtaining association communication terminal, described association communication terminal or carry out the communication behavior that associates with accident;
4th obtains submodule, for obtaining the unique identification of all second centered by described association communication terminal within predetermined radii with reference to mobile terminal;
3rd forms submodule, for forming the set of shutdown mobile terminal according to the unique identification of described second reference mobile terminal;
4th forms submodule, for forming destination mobile terminal set according to the set of described start mobile terminal and described shutdown mobile terminal intersection of sets collection.
Optionally, described first determination module comprises:
First investigation submodule, for investigating mobile terminal among described destination mobile terminal set to confirm described destination mobile terminal;
First determines submodule, for determining the positional information of described destination mobile terminal according to described destination mobile terminal.
The present invention has following beneficial effect:
In the localization method of mobile terminal provided by the invention and navigation system, the localization method of described mobile terminal comprises: obtaining communication signaling data and user behavior data, according to the positional information of described communication signaling data and described user behavior data determination destination mobile terminal.Technical scheme provided by the invention without the need to the manual analysis of complexity, by large data analysis just can fast, accurately localizing objects crowd and mobile message thereof, thus realize the location to specific crowd.In addition, localization method provided by the invention, by the location information of mobile terminal in signaling network data, analyzes the linkage between multiple mobile subscriber, and then finds concerted activities crowd clue, gives a clue for cracking crime case.
Accompanying drawing explanation
The flow chart of the localization method of a kind of mobile terminal that Fig. 1 provides for the embodiment of the present invention one;
The structural representation of the navigation system of a kind of mobile terminal that Fig. 2 provides for the embodiment of the present invention two;
Fig. 3 is the first structural representation of the first determining unit shown in Fig. 2;
Fig. 4 is the second structural representation of the first determining unit shown in Fig. 2.
Embodiment
For making those skilled in the art understand technical scheme of the present invention better, below in conjunction with accompanying drawing, the localization method of mobile terminal provided by the invention and navigation system are described in detail.
Embodiment one
The flow chart of the localization method of a kind of mobile terminal that Fig. 1 provides for the embodiment of the present invention one.As shown in Figure 1, the localization method of described mobile terminal comprises:
Step 1001, obtaining communication signaling data and user behavior data.
Signal beyond voice signal is referred to as " signaling " by mobile communication system.Signaling is transmitted between the mobile terminal MS of mobile communications network, base station BS, base station control center BSC and moving exchanging center MSC, and being used for representing the state information of mobile communication system, is also the effective ways that mobile communication system realizes controlling functions.Signaling divides according to function, can be divided into dial signaling, short message signaling, control signal, status indicator signaling etc.Signaling divides according to range of application, can be divided into the signaling between moving exchanging center MSC and moving exchanging center MSC, the signaling between moving exchanging center MSC and base station BS and the signaling between mobile terminal MS and base station BS.
In actual applications, when user carries out internetwork operation by intelligent terminal, the Internet behavioral data will inevitably be left on Internet Server.Intelligent terminal due to accessing Internet has unique MAC Address, therefore just can be read the Internet behavioral data of user by the MAC Address that described intelligent terminal is corresponding, thus obtains corresponding user behavior information.Such as, user have purchased dress by mobile terminal in Taobao, buying the data such as time of clothes, type, quantity, price, brand and ship-to will be kept on Taobao's server, and these data are corresponding with the MAC Address of the mobile terminal that user uses preserves.As long as obtain relevant authority just can access Taobao's server, thus these the Internet behavioral datas can be read, the following user behavior information of final acquisition: when active user have purchased the clothes of what type of how many what brands with what price, and the positional information of user.
Because communication signaling data and user behavior data comprise a large amount of operation information and the state information of mobile terminal, therefore by destination mobile terminal and the communication signaling data of associated mobile terminal and the analysis of user behavior data and excavation, the location to destination mobile terminal section at any time can be realized, for associated user and public security department provide mobile terminal positioning service.By the localization method that the present embodiment provides, public security department can position the relevant suspect that breaks laws and commit crime fast, and be conducive to the detection of case, for creating, good social security environment is significant.
The present embodiment is according to the first keyword obtaining communication signaling data, and described first keyword comprises one or its combination in any in the unique identification of destination mobile terminal, the unique identification of base station, business time started, service ending time and type of service.The unique identification of described destination mobile terminal comprises international mobile subscriber identity (InternationalMobileSubscriberIdentificationNumber, and/or the international identification code (InternationalMobileEquipmentIdentity of mobile device IMSI), IMEI), the unique identification of described base station comprises cell global identifier (CellGlobalIdentifier, and Location Area Code number (LocationAreaCode CGI), LAC), described type of service comprises start, shutdown, location updating, switch, fall after rise, attachment, the type of action such as attachment removal.Certainly, described first keyword can also comprise longitude corresponding to associated base stations and dimension.
The present embodiment obtains user behavior data according to the second keyword, and described second keyword comprises one or its combination in any in the unique identification of destination mobile terminal, the unique identification of base station, mobile terminal style, business time started, service ending time and type of service.The unique identification of described destination mobile terminal comprises international mobile subscriber identity (InternationalMobileSubscriberIdentificationNumber, and/or the international identification code (InternationalMobileEquipmentIdentity of mobile device IMSI), IMEI), the unique identification of described base station comprises cell global identifier (CellGlobalIdentifier, and Location Area Code number (LocationAreaCode CGI), LAC), described type of service comprises start, shutdown, location updating, switch, fall after rise, attachment, the type of action such as attachment removal.Certainly, described second keyword can also comprise longitude corresponding to associated base stations and dimension.
Step 1002, positional information according to described communication signaling data and described user behavior data determination destination mobile terminal.
In the present embodiment, destination mobile terminal set is formed according to described communication signaling data and described user behavior data, described destination mobile terminal set comprises destination mobile terminal and reference mobile terminal, described with reference to mobile terminal and described destination mobile terminal interrelated, according to the positional information of described destination mobile terminal set determination destination mobile terminal.Utilize large data as foundation, by gathering, storing, analyze communication signaling data and the user behavior data of mobile subscriber, the route map according to special time and place is drawn, and positions destination mobile terminal set and follows the trail of.
Preferably, the step of the described positional information according to described destination mobile terminal set determination destination mobile terminal comprises: investigate mobile terminal among described destination mobile terminal set to confirm described destination mobile terminal, determine the positional information of described destination mobile terminal according to described destination mobile terminal.Described communication signaling data comprise signaling actions type, and described signaling actions type comprises location updating, makes a call, receives calls, sends note and receive the actions such as note.By analyzing the action of above-mentioned destination mobile terminal, investigating the mobile terminal among described destination mobile terminal set one by one, finally determining the position of described destination mobile terminal.The technical scheme that the present embodiment provides without the need to the manual analysis of complexity, by large data analysis just can fast, accurately localizing objects crowd and mobile message thereof, thus realize the location to specific crowd.In addition, the localization method that the present embodiment provides, by the location information of mobile terminal in signaling network data, analyzes the linkage between multiple mobile subscriber, and then finds concerted activities crowd clue, gives a clue for cracking crime case.
Optionally, the described step according to described communication signaling data and the set of described user behavior data formation destination mobile terminal comprises: when destination mobile terminal is in open state, obtain the unique identification of all first centered by described destination mobile terminal within predetermined radii with reference to mobile terminal, the unique identification according to described first reference mobile terminal forms destination mobile terminal set.Specifically, with the phone number of targeted customer for reference point, by large data processing, search the last switching on and shutting down information of mobile phone of described targeted customer, the time communicated for the last time and position coordinates.Because this mobile phone is in open state, therefore the change in location curve of this mobile phone can directly be drawn out, get a little according to time shaft to mobile phone location change, point centered by target mobile phones position, inquiring about the same time appears within described central point predetermined radii, such as, all phone numbers within 50 meters, thus form destination mobile terminal set.
Optionally, the described step according to described communication signaling data and the set of described user behavior data formation destination mobile terminal comprises: when destination mobile terminal is in off-mode, obtain the unique identification of all first centered by the destination mobile terminal in moment of shutting down within predetermined radii with reference to mobile terminal, unique identification according to described first reference mobile terminal forms the set of start mobile terminal, obtain association communication terminal, described association communication terminal or carry out the communication behavior that associates with accident, obtain the unique identification of all second centered by described association communication terminal within predetermined radii with reference to mobile terminal, unique identification according to described second reference mobile terminal forms the set of shutdown mobile terminal, destination mobile terminal set is formed according to the set of described start mobile terminal and described shutdown mobile terminal intersection of sets collection.Specifically, after target mobile phones shutdown, suspect may call ransom money, then make a phone call used mobile phone or landline telephone of suspect is association communication terminal.After obtaining above-mentioned association communication terminal, point centered by above-mentioned association mobile phone or landline telephone position, obtaining the same time appears within described central point predetermined radii, such as, all phone numbers within 50 meters, thus form the set of shutdown mobile terminal.Finally, the set of start mobile terminal and the set of shutdown mobile terminal are carried out comprehensively, thus obtain more accurate destination mobile terminal set.
In the localization method of the mobile terminal that the present embodiment provides, the localization method of described mobile terminal comprises: obtaining communication signaling data and user behavior data, according to the positional information of described communication signaling data and described user behavior data determination destination mobile terminal.The technical scheme that the present embodiment provides without the need to the manual analysis of complexity, by large data analysis just can fast, accurately localizing objects crowd and mobile message thereof, thus realize the location to specific crowd.In addition, the localization method that the present embodiment provides, by the location information of mobile terminal in signaling network data, analyzes the linkage between multiple mobile subscriber, and then finds concerted activities crowd clue, gives a clue for cracking crime case.
Embodiment two
The structural representation of the navigation system of a kind of mobile terminal that Fig. 2 provides for the embodiment of the present invention two.As shown in Figure 2, the navigation system of described mobile terminal comprises the first acquiring unit 101 and the first determining unit 102, described first acquiring unit 101 obtaining communication signaling data and user behavior data, described first determining unit 102 is according to the positional information of described communication signaling data and described user behavior data determination destination mobile terminal.
In the present embodiment, described first acquiring unit 101 comprises the first acquisition module 103 and the second acquisition module 104.Described first acquisition module 103 is according to the first keyword obtaining communication signaling data, and described first keyword comprises one or its combination in any in the unique identification of destination mobile terminal, the unique identification of base station, business time started, service ending time and type of service.The unique identification of described destination mobile terminal comprises international mobile subscriber identity (InternationalMobileSubscriberIdentificationNumber, and/or the international identification code (InternationalMobileEquipmentIdentity of mobile device IMSI), IMEI), the unique identification of described base station comprises cell global identifier (CellGlobalIdentifier, and Location Area Code number (LocationAreaCode CGI), LAC), described type of service comprises start, shutdown, location updating, switch, fall after rise, attachment, the type of action such as attachment removal.Certainly, described first keyword can also comprise longitude corresponding to associated base stations and dimension.
Described second acquisition module 104 obtains user behavior data according to the second keyword, and described second keyword comprises one or its combination in any in the unique identification of destination mobile terminal, the unique identification of base station, mobile terminal style, business time started, service ending time and type of service.The unique identification of described destination mobile terminal comprises international mobile subscriber identity (InternationalMobileSubscriberIdentificationNumber, and/or the international identification code (InternationalMobileEquipmentIdentity of mobile device IMSI), IMEI), the unique identification of described base station comprises cell global identifier (CellGlobalIdentifier, and Location Area Code number (LocationAreaCode CGI), LAC), described type of service comprises start, shutdown, location updating, switch, fall after rise, attachment, the type of action such as attachment removal.Certainly, described second keyword can also comprise longitude corresponding to associated base stations and dimension.
See Fig. 2, described first determining unit 102 comprises the first formation module 105 and the first determination module 106.Described first forms module 105 forms destination mobile terminal set according to described communication signaling data and described user behavior data, described destination mobile terminal set comprises destination mobile terminal and with reference to mobile terminal, described with reference to mobile terminal and described destination mobile terminal interrelated.Described first determination module 106 is according to the positional information of described destination mobile terminal set determination destination mobile terminal.The present embodiment utilizes large data as foundation, and by gathering, storing, analyze communication signaling data and the user behavior data of mobile subscriber, the route map according to special time and place is drawn, and positions destination mobile terminal set and follows the trail of.
Fig. 3 is the first structural representation of the first determining unit shown in Fig. 2.As shown in Figure 3, described first determination module 106 comprises the first investigation submodule 109 and first and determines submodule 201.Described first investigation submodule 109 investigates mobile terminal among described destination mobile terminal set to confirm described destination mobile terminal, and described first determines that submodule 201 determines the positional information of described destination mobile terminal according to described destination mobile terminal.Described communication signaling data comprise signaling actions type, and described signaling actions type comprises location updating, makes a call, receives calls, sends note and receive the actions such as note.Described first investigation submodule 109 is by analyzing the action of above-mentioned destination mobile terminal, and investigate the mobile terminal among described destination mobile terminal set one by one, finally described first determines that submodule 201 determines the position of described destination mobile terminal.The technical scheme that the present embodiment provides without the need to the manual analysis of complexity, by large data analysis just can fast, accurately localizing objects crowd and mobile message thereof, thus realize the location to specific crowd.In addition, the localization method that the present embodiment provides, by the location information of mobile terminal in signaling network data, analyzes the linkage between multiple mobile subscriber, and then finds concerted activities crowd clue, gives a clue for cracking crime case.
See Fig. 3, described first forms module 105 comprises the first acquisition submodule 107 and the first formation submodule 108.When destination mobile terminal is in open state, described first obtains submodule 107 obtains the unique identification of all first centered by described destination mobile terminal within predetermined radii with reference to mobile terminal, and described first forms submodule 108 forms destination mobile terminal set according to the unique identification of described first reference mobile terminal.Specifically, with the phone number of targeted customer for reference point, by large data processing, search the last switching on and shutting down information of mobile phone of described targeted customer, the time communicated for the last time and position coordinates.Because this mobile phone is in open state, therefore the change in location curve of this mobile phone can directly be drawn out, get a little according to time shaft to mobile phone location change, point centered by target mobile phones position, described first obtains submodule 107 obtains the same time and appears within described central point predetermined radii, such as, all phone numbers within 50 meters, final first forms submodule 108 forms destination mobile terminal set.
Fig. 4 is the second structural representation of the first determining unit shown in Fig. 2.As shown in Figure 4, described first formation module comprises the second acquisition submodule 202, second formation submodule 203, the 3rd acquisition submodule 204, the 4th acquisition submodule 205, the 3rd formation submodule 206 and the 4th formation submodule 207.When destination mobile terminal is in off-mode, described second obtains submodule 202 obtains the unique identification of all first centered by the destination mobile terminal in moment of shutting down within predetermined radii with reference to mobile terminal.Second forms submodule 203 forms the set of start mobile terminal according to the unique identification of described first reference mobile terminal.3rd obtains submodule 204 obtains association communication terminal, and described association communication terminal or carry out the communication behavior that associates with accident.4th obtains submodule 205 obtains the unique identification of all second centered by described association communication terminal within predetermined radii with reference to mobile terminal.3rd forms submodule 206 forms the set of shutdown mobile terminal according to the unique identification of described second reference mobile terminal.4th forms submodule 207 forms destination mobile terminal set according to the set of described start mobile terminal and described shutdown mobile terminal intersection of sets collection.Specifically, after target mobile phones shutdown, suspect may call ransom money, then make a phone call used mobile phone or landline telephone of suspect is association communication terminal.After 3rd acquisition submodule 204 obtains above-mentioned association communication terminal, 4th obtains submodule 205 point centered by above-mentioned association mobile phone or landline telephone position, obtaining the same time appears within described central point predetermined radii, such as, all phone numbers within 50 meters, the 3rd forms submodule 206 forms the set of shutdown mobile terminal according to the phone number obtained.Finally, the 4th forms submodule 207 carries out comprehensively the set of start mobile terminal and the set of shutdown mobile terminal, thus forms more accurate destination mobile terminal set.
In the navigation system of the mobile terminal that the present embodiment provides, the navigation system of described mobile terminal comprises: the first acquiring unit, for obtaining communication signaling data and user behavior data, first determining unit, for the positional information according to described communication signaling data and described user behavior data determination destination mobile terminal.The technical scheme that the present embodiment provides without the need to the manual analysis of complexity, by large data analysis just can fast, accurately localizing objects crowd and mobile message thereof, thus realize the location to specific crowd.In addition, the localization method that the present embodiment provides, by the location information of mobile terminal in signaling network data, analyzes the linkage between multiple mobile subscriber, and then finds concerted activities crowd clue, gives a clue for cracking crime case.
Be understandable that, the illustrative embodiments that above execution mode is only used to principle of the present invention is described and adopts, but the present invention is not limited thereto.For those skilled in the art, without departing from the spirit and substance in the present invention, can make various modification and improvement, these modification and improvement are also considered as protection scope of the present invention.
Claims (10)
1. a localization method for mobile terminal, is characterized in that, comprising:
Obtaining communication signaling data and user behavior data;
According to the positional information of described communication signaling data and described user behavior data determination destination mobile terminal.
2. the localization method of mobile terminal according to claim 1, is characterized in that, the step of the described positional information according to described communication signaling data and described user behavior data determination destination mobile terminal comprises:
Form destination mobile terminal set according to described communication signaling data and described user behavior data, described destination mobile terminal set comprises destination mobile terminal and with reference to mobile terminal, described with reference to mobile terminal and described destination mobile terminal interrelated;
According to the positional information of described destination mobile terminal set determination destination mobile terminal.
3. the localization method of mobile terminal according to claim 2, is characterized in that, the described step according to described communication signaling data and the set of described user behavior data formation destination mobile terminal comprises:
When destination mobile terminal is in open state, obtain the unique identification of all first centered by described destination mobile terminal within predetermined radii with reference to mobile terminal;
Unique identification according to described first reference mobile terminal forms destination mobile terminal set.
4. the localization method of mobile terminal according to claim 2, is characterized in that, the described step according to described communication signaling data and the set of described user behavior data formation destination mobile terminal comprises:
When destination mobile terminal is in off-mode, obtain the unique identification of all first centered by the destination mobile terminal in moment of shutting down within predetermined radii with reference to mobile terminal;
Unique identification according to described first reference mobile terminal forms the set of start mobile terminal;
Obtain association communication terminal, described association communication terminal or carry out the communication behavior that associates with accident;
Obtain the unique identification of all second centered by described association communication terminal within predetermined radii with reference to mobile terminal;
Unique identification according to described second reference mobile terminal forms the set of shutdown mobile terminal;
Destination mobile terminal set is formed according to the set of described start mobile terminal and described shutdown mobile terminal intersection of sets collection.
5. the localization method of mobile terminal according to claim 2, is characterized in that, the step of the described positional information according to described destination mobile terminal set determination destination mobile terminal comprises:
Investigate mobile terminal among described destination mobile terminal set to confirm described destination mobile terminal;
The positional information of described destination mobile terminal is determined according to described destination mobile terminal.
6. a navigation system for mobile terminal, is characterized in that, comprising:
First acquiring unit, for obtaining communication signaling data and user behavior data;
First determining unit, for the positional information according to described communication signaling data and described user behavior data determination destination mobile terminal.
7. the navigation system of mobile terminal according to claim 6, is characterized in that, described first determining unit comprises:
First forms module, for forming destination mobile terminal set according to described communication signaling data and described user behavior data, described destination mobile terminal set comprises destination mobile terminal and with reference to mobile terminal, described with reference to mobile terminal and described destination mobile terminal interrelated;
First determination module, for the positional information according to described destination mobile terminal set determination destination mobile terminal.
8. the navigation system of mobile terminal according to claim 7, is characterized in that, described first forms module comprises:
First obtains submodule, for when destination mobile terminal is in open state, obtains the unique identification of all first centered by described destination mobile terminal within predetermined radii with reference to mobile terminal;
First forms submodule, for forming destination mobile terminal set according to the unique identification of described first reference mobile terminal.
9. the navigation system of mobile terminal according to claim 7, is characterized in that, described first forms module comprises:
Second obtains submodule, for when destination mobile terminal is in off-mode, obtains the unique identification of all first centered by the destination mobile terminal in moment of shutting down within predetermined radii with reference to mobile terminal;
Second forms submodule, for forming the set of start mobile terminal according to the unique identification of described first reference mobile terminal;
3rd obtains submodule, and for obtaining association communication terminal, described association communication terminal or carry out the communication behavior that associates with accident;
4th obtains submodule, for obtaining the unique identification of all second centered by described association communication terminal within predetermined radii with reference to mobile terminal;
3rd forms submodule, for forming the set of shutdown mobile terminal according to the unique identification of described second reference mobile terminal;
4th forms submodule, for forming destination mobile terminal set according to the set of described start mobile terminal and described shutdown mobile terminal intersection of sets collection.
10. the navigation system of mobile terminal according to claim 7, is characterized in that, described first determination module comprises:
First investigation submodule, for investigating mobile terminal among described destination mobile terminal set to confirm described destination mobile terminal;
First determines submodule, for determining the positional information of described destination mobile terminal according to described destination mobile terminal.
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