WO2016197757A1 - Mobile user data collection method, device and system - Google Patents

Mobile user data collection method, device and system Download PDF

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Publication number
WO2016197757A1
WO2016197757A1 PCT/CN2016/081028 CN2016081028W WO2016197757A1 WO 2016197757 A1 WO2016197757 A1 WO 2016197757A1 CN 2016081028 W CN2016081028 W CN 2016081028W WO 2016197757 A1 WO2016197757 A1 WO 2016197757A1
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WO
WIPO (PCT)
Prior art keywords
mobile user
geographic location
circle
location information
location
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PCT/CN2016/081028
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French (fr)
Chinese (zh)
Inventor
张伟
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中兴通讯股份有限公司
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Publication of WO2016197757A1 publication Critical patent/WO2016197757A1/en

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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/02Services making use of location information
    • H04W4/021Services related to particular areas, e.g. point of interest [POI] services, venue services or geofences
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/02Services making use of location information
    • H04W4/025Services making use of location information using location based information parameters
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/02Services making use of location information
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W64/00Locating users or terminals or network equipment for network management purposes, e.g. mobility management

Definitions

  • This document relates to, but is not limited to, the field of communications, and relates to a mobile user data collection method, device and system.
  • the PDC (Passive Data Collector) system is a system for collecting and providing mobile user information to an SP (Service Provider).
  • Mobile user information includes mobile status, geographic location information, etc.
  • the mobile status is in the GeoFilter circle (filtered geographical area circle, a configurable circular area for geographic location filtering, such as a circle circled on the map for The three states of the inside, entering the GeoFilter circle, and leaving the GeoFilter circle, the mobile status information can be used for statistics and analysis of consumer access in the commercial circle, in order to adjust commercial deployment, business strategy, etc.; geographical location information can be used for statistical business The distribution of consumers within the circle, so mobile user information is very important basic data.
  • the mobile user's mobile state is determined according to the geographical location of the mobile user twice before and the location relationship of the GeoFilter circle, that is, the current time in the GeoFilter circle, and the next time outside the GeoFilter circle, the status is leaving the GeoFilter circle. The current one is outside the GeoFilter circle. The next time it is in the GeoFilter circle, it is entering the GeoFilter circle state. When the current time is inside the GeoFilter circle, it is in the GeoFilter circle.
  • the accuracy of the mobile user information is ultimately determined by the accuracy of the geographic location.
  • the current geographic location of the mobile user in the PDC system is obtained by CGI (Cell Global Identification) information.
  • CGI Cell Global Identification
  • the data obtained, that is, the way of base station positioning is adopted, so the obtained geographical position information error may be large, and the error increases as the radius of the circular area covered by the base station increases.
  • the moving state obtained when the mobile user's geographic location is near the edge of the GeoFilter circle may be inaccurate. For example, if it is determined to be outside the circle or originally outside the circle in the GeoFilter circle, it is judged to be in the circle, resulting in the obtained movement.
  • User information accuracy Not high, obviously, such a PDC system cannot adapt to the application scenarios and fields that require high accuracy in the future.
  • the embodiment of the invention provides a mobile user data collection method, device and system, which solves the problem that the mobile global user is not accurately located based on the global identification code of the cell.
  • the embodiment of the invention provides a mobile user data collection method, including:
  • the accuracy of the second location information acquisition manner is greater than the accuracy of the first location information acquisition manner.
  • the determining, according to the first geographic location information, whether the current geographic location of the mobile user is at a preset filtering geographic location area circle edge comprises:
  • the method further includes:
  • the first location information acquisition manner includes a base station positioning manner based on a cell global identifier, where the first geographic location information includes a central physical location of a base station where the mobile user is currently located, and the geographic location area circle is The area circle obtained by taking the central physical position of the base station as an origin and drawing a circle with the radius of the base station as a radius.
  • the second location information acquiring manner includes: positioning, by the mobile positioning system, the mobile user; the second geographic location information includes latitude and longitude coordinates of the mobile user.
  • the determining, according to the obtaining result of the second geographic location information, the location relationship between the current location of the mobile user and the filtered geographic location circle includes:
  • determining, according to the obtaining result of the second geographical location information, a location relationship between the current location of the mobile user and the filtered geographic location circle includes:
  • the method further includes: according to the current address location of the mobile user and the And determining, by the determination result of the positional relationship of the geographical location circle and the positional relationship between the mobile user and the filtered geographical location circle, determining a movement state of the mobile user between the filtered geographical location circle.
  • the embodiment of the invention further provides a mobile user data collection device, comprising:
  • the first location information obtaining module is configured to obtain, by using the first location information acquiring manner, the current first geographic location information of the mobile user;
  • the first analyzing module is configured to determine, according to the first geographical location information, whether the current geographic location of the mobile user is at a preset filtering geographic location area circle edge;
  • the second location information obtaining module is configured to acquire the mobile user by using the second location information acquisition manner when the first analysis module determines that the current geographic location of the mobile user is at a preset edge of the filtered geographic location area circle Current second geographic location information;
  • a second analysis module configured to determine, according to a result of the second location information acquiring module acquiring the second geographic location information, a location relationship between the current location of the mobile user and the filtered geographic location circle;
  • the accuracy of the second location information acquisition manner is greater than the accuracy of the first location information acquisition manner.
  • the first analysis module includes:
  • a geographic area circle determining sub-module configured to determine, according to the first geographic location information, a geographic location area circle in which the mobile user is currently located;
  • a first determining sub-module configured to determine that the current geographic location of the mobile user is partially overlapped with the filtered geographic location
  • the edge is set to determine that the current geographic location of the mobile user is not at the edge of the preset filtered geographic location circle if it is determined that the first geographical location circle does not partially overlap with the filtered geographic location circle.
  • the device further includes:
  • a first determining module configured to determine, when the geographic location area circle determining sub-module determines, according to the first geographic location information, the geographic location area circle in which the mobile user is currently located When the location area circle is included in or inscribed in the filtered geographical area circle, it is determined that the current geographic location of the mobile user is within the filtered geographical location area circle;
  • a second judging module configured to: when the geographic location circle determining sub-module determines, according to the first geographic location information, the geographic location circle in which the mobile user is currently located, when determining the geographic location circle and the filtering When the geographical area circle is apart or circumscribed, it is determined that the current geographic location of the mobile user is outside the filtered geographical location area.
  • the first location information acquisition manner includes a base station positioning manner based on a cell global identifier, where the first geographic location information includes a central physical location of a base station where the mobile user is currently located, and the geographic location area circle is a region circle obtained by taking a center physical position of the base station as an origin and drawing a circle with a radius of the base station as a radius;
  • the second location information obtaining manner includes: positioning, by the mobile positioning system, the mobile user; the second geographic location information includes latitude and longitude coordinates of the mobile user.
  • the second analysis module includes:
  • a first analysis sub-module configured to determine, when the second location information acquisition module acquires the second geographic location information by using the second location information acquisition manner, the latitude and longitude coordinates included in the second geographic location information, and the Filtering the location relationship of the geographic location area circle, if the latitude and longitude coordinates included in the second geographical location information are within the filtered geographical location area circle, determining that the current address location of the mobile user is in the filtered geographical location area circle If the latitude and longitude coordinates included in the second geographical location information are not in the filtered geographical location area circle, it is determined that the current address location of the mobile user is outside the filtered geographical location area.
  • the second analysis module includes:
  • a second analysis sub-module configured to determine, when the second location information acquiring module does not obtain the second geographic location information by using the second location information acquiring manner, determining the first geographic location information and the filtered geographical location a positional relationship of the regional circle, if the first geographical location information is within the filtered geographical location area circle, determining that the current address location of the mobile user is within the filtered geographical location area circle, if the first If the geographical location information is not within the filtered geographic location area circle, it is determined that the current address location of the mobile user is outside the filtered geographical location area.
  • the device further includes:
  • a mobile state analysis module configured to determine a positional relationship between the current location of the mobile user and the location relationship of the filtered geographic location circle, and a positional relationship between the mobile user and the filtered geographic location circle As a result of the determination, the mobile state of the mobile user between the filtered geographic location area circles is determined.
  • Embodiments of the present invention also provide a mobile user data collection system, including the mobile user data collection device as described above.
  • the embodiment of the invention further provides a computer readable storage medium, wherein the computer readable storage medium stores computer executable instructions, and the computer executable instructions are implemented to implement a mobile user data collection method.
  • the mobile user data collection method, device and system provided by the embodiment of the present invention first obtain the current first geographical location information of the mobile user by using the first location information acquisition manner; and determine the current geographic location of the mobile user according to the first geographic location information.
  • the edge of the geographical location area is preset to be filtered, the mobile terminal is not directly determined by the first geographical location information, and the mobile user is acquired by the second location information acquiring method with higher positioning accuracy than the first location information acquiring manner.
  • the current second geographical location information is also about to be subjected to secondary fine positioning. According to the acquisition result of the secondary fine positioning, it is determined whether the current address location of the mobile user is in the filtering geographical location circle, and the judgment result is more accurate, so that the judgment result is more accurate.
  • the obtained mobile user information has higher accuracy and can better adapt to the application scenarios and fields in the future requiring high accuracy.
  • FIG. 1 is a schematic flowchart of a mobile user data collection method according to Embodiment 1 of the present invention.
  • FIG. 2 is a schematic structural diagram of a mobile user data collection apparatus according to Embodiment 2 of the present invention.
  • FIG. 3 is a schematic structural diagram of another mobile user data collection apparatus according to Embodiment 2 of the present invention.
  • FIG. 4 is a schematic structural diagram of a system according to Embodiment 3 of the present invention.
  • 5-1 is a geographical location circle provided in Embodiment 3 of the present invention, which is included in a filtering geographical location area. Schematic diagram of the domain circle;
  • FIG. 5-2 is a schematic diagram of a geographic location circle provided by a third embodiment of the present invention.
  • 5-3 is a schematic diagram 1 of a geographical location circle and a filtered geographic circle overlap according to Embodiment 3 of the present invention
  • 5-4 is a schematic diagram 2 of a geographical location circle and a filtered geographic circle overlap according to Embodiment 3 of the present invention
  • 5-5 are schematic diagrams 3 of a geographical location circle and a filtered geographic circle overlap according to Embodiment 3 of the present invention.
  • 5-6 are schematic diagrams showing the outer circle of a geographic location circle and a filtered geographic location circle according to Embodiment 3 of the present invention.
  • FIG. 5-7 are schematic diagrams showing a geographical area circle and a filtering geographical area circle provided according to Embodiment 3 of the present invention.
  • FIG. 6 is a schematic flowchart of a mobile user data collection method according to Embodiment 3 of the present invention.
  • the second location information acquiring manner is performed. Sub-precise positioning to obtain the current second geographical location information of the mobile user, and then determining whether the current address location of the mobile user is in the filtering geographical location circle according to the acquisition result of the secondary fine positioning, thereby improving the accuracy of the judgment result, so that The obtained mobile user information has higher accuracy and can better adapt to the application scenarios and fields in the future requiring high accuracy.
  • Embodiment 1 is a diagrammatic representation of Embodiment 1:
  • the mobile user data collection method provided by the embodiment of the present invention is applicable to a PDC (Passive Data Collector) system, and the data collection process includes the process shown in FIG. 1 , including:
  • Step S101 Acquire, by using the first location information acquiring manner, current first geographic location information of the mobile user.
  • Step S102 determining, according to the first geographic location information, whether the current geographic location of the mobile user is at the edge of the preset filtered geographic location area circle; if the current geographic location of the mobile user is at the edge of the preset filtered geographic location area circle, Then go to step S103;
  • Step S103 Acquire, by using the second location information acquisition manner, the current second location information of the mobile user, where the accuracy of the second location information acquisition manner is greater than the accuracy of the first location information acquisition manner;
  • Step S104 Determine, according to the obtaining result of the second geographical location information, a location relationship between the current location of the mobile user and the filtered geographic location circle.
  • the filtering geographic location area circle in this embodiment may be previously pre-configured.
  • the specific rules of the configuration and the number of specific configurations can be flexibly set according to specific scenarios and requirements.
  • whether the current geographic location of the mobile user is at the edge of the preset filtered geographic location circle may be determined according to the first geographic location information of the mobile user in the following manner:
  • the first geographic location area circle does not partially overlap with the filtered geographical location area circle, it is determined that the current geographic location of the mobile user is not at the edge of the preset filtered geographical location area circle.
  • the method further includes:
  • the movement is determined The user's current geographic location is outside the filtered geographic location area.
  • the first location information acquisition manner adopted at the initial stage includes a base station positioning mode based on a Cell Global Identification (CGI), and the obtaining manner is convenient and fast.
  • the first geographical location information of the mobile user obtained in this manner is the central physical location of the base station where the mobile user is currently located, and the obtained geographical location circle is taken as the origin of the central physical location of the base station, and the circle radius of the base station is used as a radius to obtain a circle.
  • CGI Cell Global Identification
  • the second location information acquisition mode may adopt any positioning manner that can perform positioning on the mobile user, as long as the positioning accuracy is more than the first location information acquisition manner.
  • the second location information obtaining manner in this embodiment may be that the mobile user is located by using a mobile positioning system; the second geographic location information includes latitude and longitude coordinates of the mobile user.
  • the positioning technologies that can be used include the following two types: one is GPS-based positioning, and the other is positioning based on multiple base stations of the mobile operation network.
  • the GPS-based positioning method utilizes a GPS positioning module on a mobile terminal (ie, a mobile user) to transmit its own position signal to the positioning background to implement mobile positioning.
  • Base station positioning can use multiple base stations as reference points to jointly and accurately locate mobile terminals (ie, mobile users).
  • the present embodiment is not limited to the above two positioning techniques.
  • determining, according to the obtaining result of the second geographical location information in the secondary positioning, determining a location relationship between a current location of the mobile user and a location of the filtered geographic location area includes:
  • the obtaining result obtained by the second geographical location information includes the second geographical location information, and at this time, determining whether the latitude and longitude coordinates included in the second geographical location information are within the filtering geographical location circle, if The latitude and longitude coordinates included in the second geographic location information are within the filtered geographic location area circle, and then determining that the current address location of the mobile user is within the filtered geographic location area circle; if the second geographic location information includes latitude and longitude coordinates not included In the filtered geographical area circle, it is determined that the current address location of the mobile user is outside the filtered geographical location area.
  • the obtained result obtained by the second geographical location information does not include the second geographical location information.
  • the initially obtained first geographical location information is still used, and the first geographical location information is determined. Filtering the location relationship of the geographic area circle if the first geographic location Positioning information in the filtered geographic location area circle, determining that the current location location of the mobile user is within the filtered geographic location area circle, and if the first geographic location information is not within the filtered geographical location area circle, Determining that the current address location of the mobile user is outside the filtered geographic location area. The accuracy of the final judgment result obtained at this time will be relatively low.
  • N attempts can be continuously performed (the value of N can be flexibly set according to actual needs) to improve secondary positioning. Success rate, improve the accuracy of judgment.
  • the method further includes: combining the mobile user The result of the determination of the positional relationship with the filtering geographical area circle once determines the moving state of the mobile user between the filtered geographical area circle.
  • the mobile user's mobile state is entering the filtered geographical location area circle.
  • the mobile user's mobile state is leaving the filtered geographical location area circle A;
  • the mobile user's mobile state is within the filtered geographical location area A.
  • the method provided in this embodiment can obtain the information of the mobile user more accurately, including but not limited to the mobile state and the specific physical location information, and can be sent to the corresponding SP (Service Provider) for use.
  • SP Service Provider
  • the foregoing technical solution first acquires the current first geographical location information of the mobile user by using the first location information acquisition manner; and when determining, according to the first geographic location information, that the current geographic location of the mobile user is at the edge of the preset filtered geographic location area circle, At this time, the second geographical location information of the mobile user is obtained by the second location information acquiring method with the higher positioning accuracy than the first location information acquiring manner, and is about to be performed twice. Fine positioning, according to two The result of the sub-precision positioning determines whether the current address location of the mobile user is within the filtering geographical area circle, and the judgment result is more accurate, so that the obtained mobile user information has higher accuracy and can better adapt to future requirements. Accuracy of application scenarios and domain issues.
  • Embodiment 2 is a diagrammatic representation of Embodiment 1:
  • This embodiment provides a mobile user data collection system, which may be a PDC system, which includes a mobile user data collection device.
  • the mobile user data collection apparatus in this embodiment includes:
  • the first location information obtaining module 1 is configured to obtain, by using the first location information acquiring manner, the current first geographic location information of the mobile user;
  • the first analyzing module 2 is configured to determine, according to the first geographical location information, whether the current geographic location of the mobile user is at a preset filtering geographic location area circle edge;
  • the filtering geographic location area circle may be pre-configured in advance; the specific rules of the configuration and the number of specific configurations may be flexibly set according to specific scenarios and requirements;
  • the second location information obtaining module 3 is configured to acquire, by the second location information acquiring manner, when the first analyzing module 2 determines that the current geographic location of the mobile user is at a preset filtering geographic location area circle edge The second geographic location information of the mobile user; wherein the accuracy of the second location information acquisition manner is greater than the accuracy of the first location information acquisition manner;
  • the second analyzing module 4 is configured to determine a positional relationship between the current address location of the mobile user and the filtered geographic location area circle according to the result of the second location information acquiring module 3 acquiring the second geographical location information.
  • the first analysis module 2 in this embodiment includes a geographic location area circle determining sub-module, a first determining sub-module and a second determining sub-module, wherein:
  • a geographic area circle determining sub-module configured to determine, according to the first geographic location information, a geographic location area circle in which the mobile user is currently located;
  • a first judging sub-module configured to determine that the current geographic location of the mobile user is pre-predicted if it is determined that the first geographical location area circle and the filtered geographical location area circle partially overlap Set the edge of the filtered geographic area circle.
  • the apparatus further includes:
  • the first judging module 5 is configured to: when the geographic location area circle determining sub-module determines, according to the first geographic location information, the geographical location area circle in which the mobile user is currently located, when determining that the geographical location area circle is included in Or determining that the current geographic location of the mobile user is within the filtered geographic location circle when the geographic location circle is filtered;
  • the second judging module 6 is configured to: when the geographic location area circle determining sub-module determines, according to the first geographic location information, the geographic location area circle in which the mobile user is currently located, when determining the geographic location area circle and the When the filtering geographical area circle is separated or circumscribed, it is determined that the current geographic location of the mobile user is outside the filtering geographical location area.
  • the first location information acquisition method used in the initial stage may be a cell global positioning (CGI) based base station positioning mode, which is convenient and fast.
  • CGI cell global positioning
  • the second location information acquisition manner may be any positioning manner that can be used to locate the mobile user, as long as the positioning accuracy is better than the first location information acquisition manner. Better, it is more conducive to making accurate judgments later.
  • the second location information obtaining manner in this embodiment may be that the mobile user is located by using a mobile positioning system; the second geographic location information includes latitude and longitude coordinates of the mobile user.
  • the second analysis module 4 in this embodiment includes a first analysis sub-module, and the first analysis sub-module is configured to obtain, by the second location information acquiring module, the second location information acquiring manner. And determining the positional relationship between the latitude and longitude coordinates included in the second geographical location information and the filtered geographic location area circle, if the latitude and longitude coordinates included in the second geographical location information are in the filtered geographical location area circle Determining that the current address location of the mobile user is within the filtered geographic location area circle; if the latitude and longitude coordinates included in the second geographic location information are not within the filtered geographic location area circle, determining the movement The user is currently in The address location is outside the filtered geographic location area.
  • the second analysis module 4 in this embodiment includes a second analysis submodule
  • the second analysis sub-module is configured to determine, when the second location information acquisition module does not obtain the second geographic location information by using the second location information acquiring manner, the first geographic location information and the filtered geographic location area a positional relationship of the circle, if the first geographic location information is within the filtered geographic location area circle, determining that the current location location of the mobile user is within the filtered geographic location area circle, if the first geographic location If the location information is not within the filtered geographic location area circle, it is determined that the current address location of the mobile user is outside the filtered geographic location area.
  • the mobile user data collection device in this embodiment further includes a mobile state analysis module 7 configured to be based on the current address location of the mobile user and the filtered geographic location circle. Determining the result of the positional relationship and the determination result of the positional relationship between the mobile user and the filtering geographic location area circle, determining the moving state of the mobile user between the filtered geographic location area circle.
  • the mobile user data collection apparatus in this embodiment further includes an information sending module 8 configured to acquire acquired mobile user information (including but not limited to a mobile state and specific physical location information). Send it to the corresponding SP (Service Provider) for analysis.
  • an information sending module 8 configured to acquire acquired mobile user information (including but not limited to a mobile state and specific physical location information). Send it to the corresponding SP (Service Provider) for analysis.
  • modules or steps of the present application can be implemented by a general computing device, which can be concentrated on a single computing device or distributed over a network composed of multiple computing devices. Alternatively, they may be implemented by program code executable by the computing device such that they may be stored in a storage medium (ROM/RAM, diskette, optical disk) by a computing device, and in some cases The steps shown or described may be performed in an order different than that herein, or they may be separately fabricated into individual integrated circuit modules, or a plurality of the modules or steps may be implemented as a single integrated circuit module. Therefore, the application is not limited to any particular combination of hardware and software.
  • Embodiment 3 is a diagrammatic representation of Embodiment 3
  • FIG. 4 For a block diagram of the system architecture of the embodiment of the present invention, refer to FIG. 4, which includes: a signaling collection device, a PDC system, a mobile positioning system, an SP, an MS (Mobile Station), and a DCache (Distributed Cache). And so on.
  • the PDC system receives the signaling data from the signaling collection device in real time, and obtains the mobile subscriber number and its corresponding CGI information from the PDC system, and obtains the geographical location information of the base station by using the CGI information to query the base station data in the DCache buffer (that is, the mobile user's The first geographical location information) and the base station cover the radius, and then determine the location relationship of the base station covering the circular area (ie, the geographical area circle) and the GeoFilter circle (filtering the geographical area circle).
  • Figure 5-1 to 5-7 where the solid circle is the filtering geographical circle, the dotted circle is the geographical circle;
  • Figure 5-1 shows the geographical circle is included in the filtering geography
  • the location area circle as shown in Figure 5-2, is the geographical location area circle and the filtering geographical location area circle.
  • Figure 5-3, Figure 5-4 and Figure 5-5 show the geographical location area circle and the filtered geographical location area. The circle overlaps partially.
  • Figure 5-6 shows the geographical area circle and the filtered geographical area circle.
  • Figure 5-7 shows that the geographical area circle is separated from the filtered geographical area circle.
  • the positioning request is initiated to the mobile positioning system for secondary positioning to obtain the geographical location information of the mobile user with high precision, and then the obtained high-precision geographical location information is used. Determine whether the mobile user is in the GeoFilter circle, and finally get the mobile user's mobile status report to the SP.
  • the mobile positioning system is configured first, and an SP is newly opened for the PDC system in the mobile positioning system for use in positioning the PDC system.
  • the process of determining the mobile user's mobile status is shown in Figure 6, including:
  • Step S601 extracting the mobile subscriber number and the CGI information from the signaling data, and querying the base station data by using the CGI information to obtain the geographical location information and the coverage radius of the base station, that is, obtaining a possible geographic location area circle where the mobile user is located;
  • Step S602 determining a positional relationship between the geographic circle and the GeoFilter circle;
  • Step S603 determining whether the geographic location circle is included or inscribed in the GeoFilter circle. If the geographic region circle is included in or inscribed in the GeoFilter circle, then go to step S610; if the geographic region circle is not included in Not inscribed in the GeoFilter circle, go to step S604;
  • Step S604 It is determined whether the positional relationship between the geographic circle and the GeoFilter circle is circumscribed or separated. If the geographical circle and the GeoFilter circle are circumscribed or separated, the process goes to step S610; The circle and the GeoFilter circle are not cut out and are not separated, then go to step S605;
  • Step S605 indicating that the positional relationship between the two circles is partially overlapping, the PDC system initiates a positioning request to the mobile positioning system by using the SP opened in the mobile positioning system to obtain the geographical location information of the mobile user with high precision;
  • Step S606 Receive a positioning response of the mobile positioning system and extract geographic location information
  • Step S607 determining whether there is geographical location information in the response, if there is geographical location information in the response, then go to step S608; if the response does not contain geographical location information, then go to step S609;
  • Step S608 determining whether the mobile user is in the GeoFilter circle according to the geographical location information, and proceeding to step S610;
  • Step S609 determining whether the mobile user is in the GeoFilter circle according to the geographical location information initially obtained through the base station data query;
  • Step S610 determining, according to the last obtained mobile user whether the information in the GeoFilter circle and the currently obtained mobile user are in the GeoFilter circle information, the mobile user's moving state (in the circle, leaving the circle, entering the circle);
  • Step S611 Report the mobile user's mobile status information and geographic location information to their own SP.
  • the embodiment of the invention further provides a computer readable storage medium, wherein the computer readable storage medium stores computer executable instructions, and the computer executable instructions are implemented to implement a mobile user data collection method.
  • each module/unit in the above embodiment may be implemented in the form of hardware, for example, by implementing an integrated circuit to implement its corresponding function, or may be implemented in the form of a software function module, for example, executing a program stored in the memory by a processor. / instruction to achieve its corresponding function.
  • This application is not limited to any particular form of hardware and software. Combine.
  • the mobile user information obtained by the above technical solution has higher accuracy and can better adapt to the application scenarios and fields in the future requiring high accuracy.

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Abstract

A mobile user data collection method. Current first geographical position information of a mobile user is acquired via first position information acquisition means. When it is determined according to the first geographical position information that the geographical position where the mobile user is currently located is at the edge of a preset geographical position area filter ring, determination is no longer directly performed via the first geographical position information, and current second geographical position information of the mobile user is acquired via second position information acquisition means which have a higher positioning accuracy than the first position information acquisition means, i.e. secondary fine positioning is performed. According to a secondary fine positioning acquisition result, it is determined whether the address position where the mobile user is currently located is within the geographical position area filter ring. The determination result of the present technical solution is more accurate, so that the accuracy of obtained mobile user information is higher, and better able to adapt to the problem of application scenarios and fields requiring high accuracy in the future.

Description

移动用户数据采集方法、装置及系统Mobile user data collection method, device and system 技术领域Technical field
本文涉及但不限于通信领域,涉及一种移动用户数据采集方法、装置及系统。This document relates to, but is not limited to, the field of communications, and relates to a mobile user data collection method, device and system.
背景技术Background technique
PDC(Passive Data Collector,被动数据收集)系统是用来收集并提供移动用户信息给SP(Service Provider,服务提供商)的一种系统。移动用户信息包括移动状态、地理位置信息等,移动状态有在GeoFilter圈(过滤地理位置区域圈,一种可配置的用于地理位置过滤的圆形区域,如地图上圈出的一个圆圈用于表示)内、正进入GeoFilter圈、正离开GeoFilter圈这3种状态,移动状态信息可用于商业圈内消费者进出的统计和分析,以便调整商业部署、经营策略等;地理位置信息可用于统计商业圈内的消费者分布情况,因此移动用户信息是非常重要的基础数据。The PDC (Passive Data Collector) system is a system for collecting and providing mobile user information to an SP (Service Provider). Mobile user information includes mobile status, geographic location information, etc. The mobile status is in the GeoFilter circle (filtered geographical area circle, a configurable circular area for geographic location filtering, such as a circle circled on the map for The three states of the inside, entering the GeoFilter circle, and leaving the GeoFilter circle, the mobile status information can be used for statistics and analysis of consumer access in the commercial circle, in order to adjust commercial deployment, business strategy, etc.; geographical location information can be used for statistical business The distribution of consumers within the circle, so mobile user information is very important basic data.
随着移动互联网的快速发展,移动用户信息应用的场景和领域也必将越来越广泛,同时移动用户信息准确性越高,那么依赖于此进行统计和分析等得出的结果才会更准确和更有实用价值。移动用户的移动状态是根据移动用户前后两次所处的地理位置和GeoFilter圈的位置关系来确定的,即当前一次在GeoFilter圈内,而后一次在GeoFilter圈外时,则为正离开GeoFilter圈状态;当前一次在GeoFilter圈外,后一次在GeoFilter圈内时,则为正进入GeoFilter圈状态,当前后两次都在GeoFilter圈内时,则为在GeoFilter圈内状态。With the rapid development of the mobile Internet, the scenarios and fields of mobile user information applications will become more and more extensive, and the accuracy of mobile user information is higher, so the results obtained by relying on statistics and analysis will be more accurate. And more practical value. The mobile user's mobile state is determined according to the geographical location of the mobile user twice before and the location relationship of the GeoFilter circle, that is, the current time in the GeoFilter circle, and the next time outside the GeoFilter circle, the status is leaving the GeoFilter circle. The current one is outside the GeoFilter circle. The next time it is in the GeoFilter circle, it is entering the GeoFilter circle state. When the current time is inside the GeoFilter circle, it is in the GeoFilter circle.
由此可见,移动用户信息的准确性最终是由地理位置的准确性来决定的,但目前的PDC系统中获取移动用户的地理位置是通过CGI(Cell Global Identification,小区全球识别码)信息查询基站数据得到的,即采用的是基站定位的方式,因此得到的地理位置信息误差可能较大,并且误差随着基站覆盖的圆形区域半径的增加而增加。当移动用户地理位置在GeoFilter圈的边缘附近时得到的移动状态可能不准确,例如本来在GeoFilter圈内却判断为在圈外或者本来在圈外的却判断为在圈内,从而导致得到的移动用户信息准确性 不高,显然,如此的PDC系统不能适应将来要求高准确性的应用场景和领域。It can be seen that the accuracy of the mobile user information is ultimately determined by the accuracy of the geographic location. However, the current geographic location of the mobile user in the PDC system is obtained by CGI (Cell Global Identification) information. The data obtained, that is, the way of base station positioning is adopted, so the obtained geographical position information error may be large, and the error increases as the radius of the circular area covered by the base station increases. The moving state obtained when the mobile user's geographic location is near the edge of the GeoFilter circle may be inaccurate. For example, if it is determined to be outside the circle or originally outside the circle in the GeoFilter circle, it is judged to be in the circle, resulting in the obtained movement. User information accuracy Not high, obviously, such a PDC system cannot adapt to the application scenarios and fields that require high accuracy in the future.
发明内容Summary of the invention
以下是对本文详细描述的主题的概述。本概述并非是为了限制权利要求的保护范围。The following is an overview of the topics detailed in this document. This Summary is not intended to limit the scope of the claims.
本发明实施例提供一种移动用户数据采集方法、装置及系统,解决了基于小区全球识别码对移动用户定位不准确的问题。The embodiment of the invention provides a mobile user data collection method, device and system, which solves the problem that the mobile global user is not accurately located based on the global identification code of the cell.
本发明实施例提供一种移动用户数据采集方法,包括:The embodiment of the invention provides a mobile user data collection method, including:
通过第一位置信息获取方式获取移动用户当前的第一地理位置信息;Obtaining, by using the first location information obtaining manner, the current first geographical location information of the mobile user;
根据所述第一地理位置信息判断所述移动用户当前所处地理位置是否在预设的过滤地理位置区域圈边缘;Determining, according to the first geographical location information, whether the current geographic location of the mobile user is at an edge of a preset filtered geographic location area circle;
如果所述移动用户当前所处地理位置在预设的过滤地理位置区域圈边缘,则通过第二位置信息获取方式获取所述移动用户当前的第二地理位置信息;Obtaining, by the second location information obtaining manner, the current second geographic location information of the mobile user, if the current location of the mobile user is at the edge of the preset filtering geographic location area circle;
根据所述第二地理位置信息的获取结果确定所述移动用户当前所处地址位置与所述过滤地理位置区域圈的位置关系;Determining, according to the obtaining result of the second geographical location information, a location relationship between the current location of the mobile user and the filtered geographic location circle;
其中,所述第二位置信息获取方式的精度大于所述第一位置信息获取方式的精度。The accuracy of the second location information acquisition manner is greater than the accuracy of the first location information acquisition manner.
可选地,所述根据所述第一地理位置信息判断所述移动用户当前所处地理位置是否在预设的过滤地理位置区域圈边缘包括:Optionally, the determining, according to the first geographic location information, whether the current geographic location of the mobile user is at a preset filtering geographic location area circle edge comprises:
根据所述第一地理位置信息确定所述移动用户当前所处的地理位置区域圈;Determining, according to the first geographical location information, a geographical location circle in which the mobile user is currently located;
当判断所述第一地理位置区域圈与所述过滤地理位置区域圈存在部分重叠时,则判定所述移动用户当前所处地理位置在预设的过滤地理位置区域圈边缘。重叠When it is determined that the first geographic location area circle and the filtered geographical location area circle partially overlap, it is determined that the current geographic location of the mobile user is at a preset filtered geographical location area circle edge. overlapping
可选地,所述根据所述第一地理位置信息确定所述移动用户当前所处的地理位置区域圈后,所述方法还包括: Optionally, after the determining, according to the first geographic location information, the geographic location area circle in which the mobile user is currently located, the method further includes:
当判断所述地理位置区域圈内含于或内切于所述过滤地理位置区域圈时,判定所述移动用户当前所处地理位置在所述过滤地理位置区域圈内;Determining that the geographical location of the mobile user is within the circle of the filtered geographic location when determining that the geographic location circle is included in or inscribed in the filtered geographic location circle;
当判断所述地理位置区域圈与所述过滤地理位置区域圈相离或外切时,判定所述移动用户当前所处地理位置在所述过滤地理位置区域圈外。When it is determined that the geographical location circle is separated or circumscribed from the filtered geographic location circle, it is determined that the current geographic location of the mobile user is outside the filtered geographic location.
可选地,所述第一位置信息获取方式包括基于小区全球识别码的基站定位方式,所述第一地理位置信息包含所述移动用户当前所在基站的中心物理位置,所述地理位置区域圈为以所述基站的中心物理位置为原点,以所述基站覆盖半径为半径画圆得到的区域圈。Optionally, the first location information acquisition manner includes a base station positioning manner based on a cell global identifier, where the first geographic location information includes a central physical location of a base station where the mobile user is currently located, and the geographic location area circle is The area circle obtained by taking the central physical position of the base station as an origin and drawing a circle with the radius of the base station as a radius.
可选地,所述第二位置信息获取方式包括通过移动定位系统对所述移动用户进行定位;所述第二地理位置信息包含所述移动用户所在的经纬度坐标。Optionally, the second location information acquiring manner includes: positioning, by the mobile positioning system, the mobile user; the second geographic location information includes latitude and longitude coordinates of the mobile user.
可选地,所述根据所述第二地理位置信息的获取结果确定所述移动用户当前所处地址位置与所述过滤地理位置区域圈的位置关系包括:Optionally, the determining, according to the obtaining result of the second geographic location information, the location relationship between the current location of the mobile user and the filtered geographic location circle includes:
当通过所述第二位置信息获取方式获取到所述第二地理位置信息时,判断所述第二地理位置信息包含的经纬度坐标与所述过滤地理位置区域圈的位置关系,如果所述第二地理位置信息包含的经纬度坐标在所述过滤地理位置区域圈内,则确定所述移动用户当前所处地址位置在所述过滤地理位置区域圈内;如果所述第二地理位置信息包含的经纬度坐标不在所述过滤地理位置区域圈内,则确定所述移动用户当前所处地址位置在所述过滤地理位置区域圈外。Determining, by the second location information acquiring manner, the second geographic location information, determining a positional relationship between the latitude and longitude coordinates included in the second geographic location information and the filtered geographic location regional circle, if the second The latitude and longitude coordinates included in the geographical location information are within the filtered geographic location area circle, and then determining that the current address location of the mobile user is within the filtered geographic location area circle; if the second geographic location information includes latitude and longitude coordinates Not within the filtered geographic location area circle, it is determined that the current address location of the mobile user is outside the filtered geographic location area.
可选地,根据所述第二地理位置信息的获取结果确定所述移动用户当前所处地址位置与所述过滤地理位置区域圈的位置关系包括:Optionally, determining, according to the obtaining result of the second geographical location information, a location relationship between the current location of the mobile user and the filtered geographic location circle includes:
当通过所述第二位置信息获取方式未获取到所述第二地理位置信息时,判断所述第一地理位置信息与所述过滤地理位置区域圈的位置关系,如果所述第一地理位置信息在所述过滤地理位置区域圈内,则确定所述移动用户当前所处地址位置在所述过滤地理位置区域圈内;如果所述第一地理位置信息不在所述过滤地理位置区域圈内,则确定所述移动用户当前所处地址位置在所述过滤地理位置区域圈外。Determining, by the second location information acquiring manner, the location information of the first geographic location information and the filtering geographic location area circle, if the first geographic location information Within the filtered geographic location area circle, determining that the current address location of the mobile user is within the filtered geographic location area circle; if the first geographic location information is not within the filtered geographic location area circle, then Determining that the current address location of the mobile user is outside the filtered geographic location area.
可选地,所述方法还包括:根据所述移动用户当前所处地址位置与所述 过滤地理位置区域圈的位置关系的判断结果和所述移动用户上一次与所述过滤地理位置区域圈的位置关系,确定所述移动用户在所述过滤地理位置区域圈之间的移动状态。Optionally, the method further includes: according to the current address location of the mobile user and the And determining, by the determination result of the positional relationship of the geographical location circle and the positional relationship between the mobile user and the filtered geographical location circle, determining a movement state of the mobile user between the filtered geographical location circle.
本发明实施例还提供了一种移动用户数据采集装置,包括:The embodiment of the invention further provides a mobile user data collection device, comprising:
第一位置信息获取模块,设置为通过第一位置信息获取方式获取移动用户当前的第一地理位置信息;The first location information obtaining module is configured to obtain, by using the first location information acquiring manner, the current first geographic location information of the mobile user;
第一分析模块,设置为根据所述第一地理位置信息判断所述移动用户当前所处地理位置是否在预设的过滤地理位置区域圈边缘;The first analyzing module is configured to determine, according to the first geographical location information, whether the current geographic location of the mobile user is at a preset filtering geographic location area circle edge;
第二位置信息获取模块,设置为在所述第一分析模块判断所述移动用户当前所处地理位置在预设的过滤地理位置区域圈边缘时,通过第二位置信息获取方式获取所述移动用户当前的第二地理位置信息;The second location information obtaining module is configured to acquire the mobile user by using the second location information acquisition manner when the first analysis module determines that the current geographic location of the mobile user is at a preset edge of the filtered geographic location area circle Current second geographic location information;
第二分析模块,设置为根据所述第二位置信息获取模块获取所述第二地理位置信息的结果确定所述移动用户当前所处地址位置与所述过滤地理位置区域圈的位置关系;a second analysis module, configured to determine, according to a result of the second location information acquiring module acquiring the second geographic location information, a location relationship between the current location of the mobile user and the filtered geographic location circle;
其中,所述第二位置信息获取方式的精度大于所述第一位置信息获取方式的精度。The accuracy of the second location information acquisition manner is greater than the accuracy of the first location information acquisition manner.
可选地,所述第一分析模块包括:Optionally, the first analysis module includes:
地理位置区域圈确定子模块,设置为根据所述第一地理位置信息确定所述移动用户当前所处的地理位置区域圈;a geographic area circle determining sub-module, configured to determine, according to the first geographic location information, a geographic location area circle in which the mobile user is currently located;
第一判断子模块,设置为如果判断所述第一地理位置区域圈与所述过滤地理位置区域圈存在部分重叠,则判断所述移动用户当前所处地理位置在预设的过滤地理位置区域圈边缘设置为如果判断所述第一地理位置区域圈与所述过滤地理位置区域圈不存在部分重叠,则判断所述移动用户当前所处地理位置不在预设的过滤地理位置区域圈边缘。a first determining sub-module, configured to determine that the current geographic location of the mobile user is partially overlapped with the filtered geographic location The edge is set to determine that the current geographic location of the mobile user is not at the edge of the preset filtered geographic location circle if it is determined that the first geographical location circle does not partially overlap with the filtered geographic location circle.
可选地,所述装置还包括:Optionally, the device further includes:
第一判断模块,设置为当地理位置区域圈确定子模块根据所述第一地理位置信息确定所述移动用户当前所处的地理位置区域圈后,当判断所述地理 位置区域圈内含于或内切于所述过滤地理位置区域圈时,判定所述移动用户当前所处地理位置在所述过滤地理位置区域圈内;a first determining module, configured to determine, when the geographic location area circle determining sub-module determines, according to the first geographic location information, the geographic location area circle in which the mobile user is currently located When the location area circle is included in or inscribed in the filtered geographical area circle, it is determined that the current geographic location of the mobile user is within the filtered geographical location area circle;
第二判断模块,设置为当地理位置区域圈确定子模块根据所述第一地理位置信息确定所述移动用户当前所处的地理位置区域圈后,当判断所述地理位置区域圈与所述过滤地理位置区域圈相离或外切时,判定所述移动用户当前所处地理位置在所述过滤地理位置区域圈外。a second judging module, configured to: when the geographic location circle determining sub-module determines, according to the first geographic location information, the geographic location circle in which the mobile user is currently located, when determining the geographic location circle and the filtering When the geographical area circle is apart or circumscribed, it is determined that the current geographic location of the mobile user is outside the filtered geographical location area.
可选地,所述第一位置信息获取方式包括基于小区全球识别码的基站定位方式,所述第一地理位置信息包含所述移动用户当前所在基站的中心物理位置,所述地理位置区域圈为以所述基站的中心物理位置为原点,以所述基站覆盖半径为半径画圆得到的区域圈;Optionally, the first location information acquisition manner includes a base station positioning manner based on a cell global identifier, where the first geographic location information includes a central physical location of a base station where the mobile user is currently located, and the geographic location area circle is a region circle obtained by taking a center physical position of the base station as an origin and drawing a circle with a radius of the base station as a radius;
所述第二位置信息获取方式包括通过移动定位系统对所述移动用户进行定位;所述第二地理位置信息包含所述移动用户所在的经纬度坐标。The second location information obtaining manner includes: positioning, by the mobile positioning system, the mobile user; the second geographic location information includes latitude and longitude coordinates of the mobile user.
可选地,所述第二分析模块包括:Optionally, the second analysis module includes:
第一分析子模块,设置为当所述第二位置信息获取模块通过第二位置信息获取方式获取到所述第二地理位置信息时,判断所述第二地理位置信息包含的经纬度坐标与所述过滤地理位置区域圈的位置关系,如果所述第二地理位置信息包含的经纬度坐标在所述过滤地理位置区域圈内,则确定所述移动用户当前所处地址位置在所述过滤地理位置区域圈内;如果所述第二地理位置信息包含的经纬度坐标不在所述过滤地理位置区域圈内,则确定所述移动用户当前所处地址位置在所述过滤地理位置区域圈外。a first analysis sub-module, configured to determine, when the second location information acquisition module acquires the second geographic location information by using the second location information acquisition manner, the latitude and longitude coordinates included in the second geographic location information, and the Filtering the location relationship of the geographic location area circle, if the latitude and longitude coordinates included in the second geographical location information are within the filtered geographical location area circle, determining that the current address location of the mobile user is in the filtered geographical location area circle If the latitude and longitude coordinates included in the second geographical location information are not in the filtered geographical location area circle, it is determined that the current address location of the mobile user is outside the filtered geographical location area.
可选地,所述第二分析模块包括:Optionally, the second analysis module includes:
第二分析子模块,设置为当所述第二位置信息获取模块通过第二位置信息获取方式未获取到所述第二地理位置信息时,判断所述第一地理位置信息与所述过滤地理位置区域圈的位置关系,如果所述第一地理位置信息在所述过滤地理位置区域圈内,则确定所述移动用户当前所处地址位置在所述过滤地理位置区域圈内,如果所述第一地理位置信息不在所述过滤地理位置区域圈内,则确定所述移动用户当前所处地址位置在所述过滤地理位置区域圈外。a second analysis sub-module, configured to determine, when the second location information acquiring module does not obtain the second geographic location information by using the second location information acquiring manner, determining the first geographic location information and the filtered geographical location a positional relationship of the regional circle, if the first geographical location information is within the filtered geographical location area circle, determining that the current address location of the mobile user is within the filtered geographical location area circle, if the first If the geographical location information is not within the filtered geographic location area circle, it is determined that the current address location of the mobile user is outside the filtered geographical location area.
可选地,所述装置还包括: Optionally, the device further includes:
移动状态分析模块,设置为根据所述移动用户当前所处地址位置与所述过滤地理位置区域圈的位置关系的判断结果和所述移动用户上一次与所述过滤地理位置区域圈的位置关系的判断结果,确定所述移动用户在所述过滤地理位置区域圈之间的移动状态。a mobile state analysis module, configured to determine a positional relationship between the current location of the mobile user and the location relationship of the filtered geographic location circle, and a positional relationship between the mobile user and the filtered geographic location circle As a result of the determination, the mobile state of the mobile user between the filtered geographic location area circles is determined.
本发明实施例还提供了一种移动用户数据采集系统,包含如上所述的移动用户数据采集装置。Embodiments of the present invention also provide a mobile user data collection system, including the mobile user data collection device as described above.
本发明实施例还提供一种计算机可读存储介质,所述计算机可读存储介质中存储有计算机可执行指令,所述计算机可执行指令被执行时实现移动用户数据采集方法。The embodiment of the invention further provides a computer readable storage medium, wherein the computer readable storage medium stores computer executable instructions, and the computer executable instructions are implemented to implement a mobile user data collection method.
本发明实施例的有益效果是:The beneficial effects of the embodiments of the present invention are:
本发明实施例提供的移动用户数据采集方法、装置及系统,先通过第一位置信息获取方式获取移动用户当前的第一地理位置信息;当根据第一地理位置信息判断移动用户当前所处地理位置是在预设的过滤地理位置区域圈边缘时,此时则不再直接通过该第一地理位置信息确定,而通过定位精度比第一位置信息获取方式高的第二位置信息获取方式获取移动用户当前的第二地理位置信息,也即将进行二次精定位,根据二次精定位的获取结果确定移动用户当前所处地址位置是否在过滤地理位置区域圈内,这样的判断结果更为准确,使得得到的移动用户信息准确性更高,能更好地适应将来要求高准确性的应用场景和领域的问题。The mobile user data collection method, device and system provided by the embodiment of the present invention first obtain the current first geographical location information of the mobile user by using the first location information acquisition manner; and determine the current geographic location of the mobile user according to the first geographic location information. When the edge of the geographical location area is preset to be filtered, the mobile terminal is not directly determined by the first geographical location information, and the mobile user is acquired by the second location information acquiring method with higher positioning accuracy than the first location information acquiring manner. The current second geographical location information is also about to be subjected to secondary fine positioning. According to the acquisition result of the secondary fine positioning, it is determined whether the current address location of the mobile user is in the filtering geographical location circle, and the judgment result is more accurate, so that the judgment result is more accurate. The obtained mobile user information has higher accuracy and can better adapt to the application scenarios and fields in the future requiring high accuracy.
在阅读并理解了附图和详细描述后,可以明白其它方面。Other aspects will be apparent upon reading and understanding the drawings and detailed description.
附图说明DRAWINGS
图1为本发明实施例一提供的移动用户数据采集方法的流程示意图;1 is a schematic flowchart of a mobile user data collection method according to Embodiment 1 of the present invention;
图2为本发明实施例二提供的移动用户数据采集装置的结构示意图;2 is a schematic structural diagram of a mobile user data collection apparatus according to Embodiment 2 of the present invention;
图3为本发明实施例二提供的另一移动用户数据采集装置的结构示意图;3 is a schematic structural diagram of another mobile user data collection apparatus according to Embodiment 2 of the present invention;
图4为本发明实施例三提供的系统架构示意图;4 is a schematic structural diagram of a system according to Embodiment 3 of the present invention;
图5-1为本发明实施例三提供的地理位置区域圈内含于过滤地理位置区 域圈的示意图;5-1 is a geographical location circle provided in Embodiment 3 of the present invention, which is included in a filtering geographical location area. Schematic diagram of the domain circle;
图5-2为本发明实施例三提供的地理位置区域圈内切于过滤地理位置区域圈的示意图;FIG. 5-2 is a schematic diagram of a geographic location circle provided by a third embodiment of the present invention;
图5-3为本发明实施例三提供的地理位置区域圈与过滤地理位置区域圈重叠的示意图一;5-3 is a schematic diagram 1 of a geographical location circle and a filtered geographic circle overlap according to Embodiment 3 of the present invention;
图5-4为本发明实施例三提供的地理位置区域圈与过滤地理位置区域圈重叠的示意图二;5-4 is a schematic diagram 2 of a geographical location circle and a filtered geographic circle overlap according to Embodiment 3 of the present invention;
图5-5为本发明实施例三提供的地理位置区域圈与过滤地理位置区域圈重叠的示意图三;5-5 are schematic diagrams 3 of a geographical location circle and a filtered geographic circle overlap according to Embodiment 3 of the present invention;
图5-6为本发明实施例三提供的地理位置区域圈与过滤地理位置区域圈外切的示意图;5-6 are schematic diagrams showing the outer circle of a geographic location circle and a filtered geographic location circle according to Embodiment 3 of the present invention;
图5-7为本发明实施例三提供的地理位置区域圈与过滤地理位置区域圈相离的示意图;5-7 are schematic diagrams showing a geographical area circle and a filtering geographical area circle provided according to Embodiment 3 of the present invention;
图6为本发明实施例三提供的移动用户数据采集方法的流程示意图。FIG. 6 is a schematic flowchart of a mobile user data collection method according to Embodiment 3 of the present invention.
具体实施方式detailed description
本发明实施例在根据初始获得的移动用户的第一地理位置信息,判断移动用户当前所处地理位置是在预设的过滤地理位置区域圈边缘时,则通过第二位置信息获取方式进行第二次精确定位,以获取移动用户当前的第二地理位置信息,进而根据二次精定位的获取结果确定移动用户当前所处地址位置是否在过滤地理位置区域圈内,提升判断结果的准确性,使得得到的移动用户信息准确性更高,能更好地适应将来要求高准确性的应用场景和领域的问题。In the embodiment of the present invention, when determining that the current geographic location of the mobile user is at the edge of the preset filtered geographical location circle according to the initially obtained first geographic location information of the mobile user, the second location information acquiring manner is performed. Sub-precise positioning to obtain the current second geographical location information of the mobile user, and then determining whether the current address location of the mobile user is in the filtering geographical location circle according to the acquisition result of the secondary fine positioning, thereby improving the accuracy of the judgment result, so that The obtained mobile user information has higher accuracy and can better adapt to the application scenarios and fields in the future requiring high accuracy.
下面通过具体实施方式结合附图对本发明实施例作进一步详细说明。The embodiments of the present invention are further described in detail below with reference to the accompanying drawings.
实施例一:Embodiment 1:
本发明实施例提供的移动用户数据采集方法适用于PDC(Passive Data Collector,被动数据收集)系统,其数据采集过程包括如图1所示的过程,包括: The mobile user data collection method provided by the embodiment of the present invention is applicable to a PDC (Passive Data Collector) system, and the data collection process includes the process shown in FIG. 1 , including:
步骤S101:通过第一位置信息获取方式获取移动用户当前的第一地理位置信息;Step S101: Acquire, by using the first location information acquiring manner, current first geographic location information of the mobile user.
步骤S102:根据第一地理位置信息判断移动用户当前所处地理位置是否在预设的过滤地理位置区域圈边缘;如果所述移动用户当前所处地理位置在预设的过滤地理位置区域圈边缘,则转至步骤S103;Step S102: determining, according to the first geographic location information, whether the current geographic location of the mobile user is at the edge of the preset filtered geographic location area circle; if the current geographic location of the mobile user is at the edge of the preset filtered geographic location area circle, Then go to step S103;
步骤S103:通过第二位置信息获取方式获取移动用户当前的第二地理位置信息;其中,所述第二位置信息获取方式的精度大于所述第一位置信息获取方式的精度;Step S103: Acquire, by using the second location information acquisition manner, the current second location information of the mobile user, where the accuracy of the second location information acquisition manner is greater than the accuracy of the first location information acquisition manner;
步骤S104:根据第二地理位置信息的获取结果确定移动用户当前所处地址位置与过滤地理位置区域圈的位置关系。Step S104: Determine, according to the obtaining result of the second geographical location information, a location relationship between the current location of the mobile user and the filtered geographic location circle.
应当理解的是,本实施例中过滤地理位置区域圈可以是之前预先配置好的。配置的具体规则以及具体配置的个数等都可以根据具体的场景和需求灵活设定。It should be understood that the filtering geographic location area circle in this embodiment may be previously pre-configured. The specific rules of the configuration and the number of specific configurations can be flexibly set according to specific scenarios and requirements.
本实施例中,可以采用以下方式根据移动用户的第一地理位置信息判断移动用户当前所处地理位置是否在预设的过滤地理位置区域圈边缘:In this embodiment, whether the current geographic location of the mobile user is at the edge of the preset filtered geographic location circle may be determined according to the first geographic location information of the mobile user in the following manner:
根据移动用户的第一地理位置信息确定移动用户当前所处的地理位置区域圈;Determining, according to the first geographic location information of the mobile user, a geographical location circle in which the mobile user is currently located;
如果判断所述第一地理位置区域圈与所述过滤地理位置区域圈存在部分重叠,则判断所述移动用户当前所处地理位置在预设的过滤地理位置区域圈边缘;If it is determined that the first geographic location area circle and the filtered geographical location area circle partially overlap, determining that the current geographic location of the mobile user is at an edge of a preset filtered geographical location area circle;
如果判断所述第一地理位置区域圈与所述过滤地理位置区域圈不存在部分重叠,则判断所述移动用户当前所处地理位置不在预设的过滤地理位置区域圈边缘。If it is determined that the first geographic location area circle does not partially overlap with the filtered geographical location area circle, it is determined that the current geographic location of the mobile user is not at the edge of the preset filtered geographical location area circle.
本实施例中,根据移动用户的第一地理位置信息确定移动用户当前所处的地理位置区域圈后,所述方法还包括:In this embodiment, after determining the geographic location area circle in which the mobile user is currently located according to the first geographic location information of the mobile user, the method further includes:
当判断地理位置区域圈内含于或内切于过滤地理位置区域圈时,判定移动用户当前所处地理位置在过滤地理位置区域圈内;When it is determined that the geographical location circle is included in or inscribed in the filtered geographical location circle, it is determined that the current geographic location of the mobile user is within the filtered geographical location circle;
当判断地理位置区域圈与过滤地理位置区域圈相离或外切时,判定移动 用户当前所处地理位置在所述过滤地理位置区域圈外。When it is judged that the geographical location circle is separated or circumscribed from the filtered geographical location circle, the movement is determined The user's current geographic location is outside the filtered geographic location area.
本实施例中,初始时采用的第一位置信息获取方式包括基于小区全球识别码(Cell Global Identification,CGI)的基站定位方式,这种获取方式方便快捷。通过这种方式获取的移动用户的第一地理位置信息为移动用户当前所在基站的中心物理位置,得到的地理位置区域圈为以基站的中心物理位置为原点,以基站覆盖半径为半径画圆得到的区域圈。In this embodiment, the first location information acquisition manner adopted at the initial stage includes a base station positioning mode based on a Cell Global Identification (CGI), and the obtaining manner is convenient and fast. The first geographical location information of the mobile user obtained in this manner is the central physical location of the base station where the mobile user is currently located, and the obtained geographical location circle is taken as the origin of the central physical location of the base station, and the circle radius of the base station is used as a radius to obtain a circle. Regional circle.
本实施例中通过第二位置信息获取方式进行二次精准定位时,第二位置信息获取方式可以采用任意能实现对移动用户进行定位的定位方式,只要其定位精度比第一位置信息获取方式更好,更利于后续作出准确的判断即可。例如,本实施例中的第二位置信息获取方式可为通过移动定位系统对所述移动用户进行定位;第二地理位置信息包含移动用户所在的经纬度坐标。In this embodiment, when the second location information acquisition method is used for the second-precision positioning, the second location information acquisition mode may adopt any positioning manner that can perform positioning on the mobile user, as long as the positioning accuracy is more than the first location information acquisition manner. Well, it is more conducive to making accurate judgments later. For example, the second location information obtaining manner in this embodiment may be that the mobile user is located by using a mobile positioning system; the second geographic location information includes latitude and longitude coordinates of the mobile user.
本实施例中采用移动定位系统定位时,可采用的定位技术包括以下两种:一种是基于GPS的定位,一种是基于移动运营网的多基站的定位。基于GPS的定位方式是利用移动终端(也即移动用户)上的GPS定位模块将自己的位置信号发送到定位后台来实现移动定位的。基站定位则可利用多个基站作为参考点联合对移动终端(也即移动用户)实现精准定位。但应当理解的是本实施例并不限于上述两种定位技术。In the embodiment, when positioning by using the mobile positioning system, the positioning technologies that can be used include the following two types: one is GPS-based positioning, and the other is positioning based on multiple base stations of the mobile operation network. The GPS-based positioning method utilizes a GPS positioning module on a mobile terminal (ie, a mobile user) to transmit its own position signal to the positioning background to implement mobile positioning. Base station positioning can use multiple base stations as reference points to jointly and accurately locate mobile terminals (ie, mobile users). However, it should be understood that the present embodiment is not limited to the above two positioning techniques.
本实施例中,根据二次定位中所述第二地理位置信息的获取结果确定移动用户当前所处地址位置与过滤地理位置区域圈的位置关系包括:In this embodiment, determining, according to the obtaining result of the second geographical location information in the secondary positioning, determining a location relationship between a current location of the mobile user and a location of the filtered geographic location area includes:
当二次定位成功时,通过第二地理位置信息得到的获取结果包含第二地理位置信息,此时判断第二地理位置信息包含的经纬度坐标是否在过滤地理位置区域圈内即可,如果所述第二地理位置信息包含的经纬度坐标在所述过滤地理位置区域圈内,则确定移动用户当前所处地址位置在过滤地理位置区域圈内;如果所述第二地理位置信息包含的经纬度坐标不在所述过滤地理位置区域圈内,则确定移动用户当前所处地址位置在所述过滤地理位置区域圈外。When the secondary positioning is successful, the obtaining result obtained by the second geographical location information includes the second geographical location information, and at this time, determining whether the latitude and longitude coordinates included in the second geographical location information are within the filtering geographical location circle, if The latitude and longitude coordinates included in the second geographic location information are within the filtered geographic location area circle, and then determining that the current address location of the mobile user is within the filtered geographic location area circle; if the second geographic location information includes latitude and longitude coordinates not included In the filtered geographical area circle, it is determined that the current address location of the mobile user is outside the filtered geographical location area.
当二次定位失败时,通过第二地理位置信息得到的获取结果不包含第二地理位置信息,此时本实施例仍采用初始获得的第一地理位置信息,判断第一地理位置信息与所述过滤地理位置区域圈的位置关系,如果所述第一地理 位置信息在所述过滤地理位置区域圈内,则确定移动用户当前所处地址位置在所述过滤地理位置区域圈内,如果所述第一地理位置信息不在所述过滤地理位置区域圈内,则确定移动用户当前所处地址位置在所述过滤地理位置区域圈外。此时得到的最终判断结果的准确性会相对较低。When the secondary location fails, the obtained result obtained by the second geographical location information does not include the second geographical location information. In this embodiment, the initially obtained first geographical location information is still used, and the first geographical location information is determined. Filtering the location relationship of the geographic area circle if the first geographic location Positioning information in the filtered geographic location area circle, determining that the current location location of the mobile user is within the filtered geographic location area circle, and if the first geographic location information is not within the filtered geographical location area circle, Determining that the current address location of the mobile user is outside the filtered geographic location area. The accuracy of the final judgment result obtained at this time will be relatively low.
应当理解的是,本实施例在对移动用户进行二次定位时,如果首次二次定位失败时,可以连续进行N次尝试(N的值可以根据实际需求灵活设置),以提高二次定位的成功率,提升判断的准确性。It should be understood that, when performing secondary positioning on the mobile user in this embodiment, if the first secondary positioning fails, N attempts can be continuously performed (the value of N can be flexibly set according to actual needs) to improve secondary positioning. Success rate, improve the accuracy of judgment.
本实施例中,根据移动用户第一地理位置信息或第二地理位置信息判断出移动用户当前所处地址位置是否在过滤地理位置区域圈内的判断结果后,上述方法还包括:结合移动用户上一次与过滤地理位置区域圈的位置关系的判断结果,确定移动用户在过滤地理位置区域圈之间的移动状态。In this embodiment, after determining, according to the first geographic location information or the second geographic location information of the mobile user, whether the current address location of the mobile user is in the filtering of the geographical location circle, the method further includes: combining the mobile user The result of the determination of the positional relationship with the filtering geographical area circle once determines the moving state of the mobile user between the filtered geographical area circle.
例如,如果当前的判断结果为移动用户在过滤地理位置区域圈A内,上次判断结果为移动用户在过滤地理位置区域圈A外,则该移动用户的移动状态为正进入过滤地理位置区域圈A内;For example, if the current judgment result is that the mobile user is filtering the geographical location area circle A, and the last judgment result is that the mobile user is filtering the geographical location area circle A, the mobile user's mobile state is entering the filtered geographical location area circle. Within A;
如果当前的判断结果为移动用户在过滤地理位置区域圈A外,上次判断结果为移动用户在过滤地理位置区域圈A内,则该移动用户的移动状态为正离开过滤地理位置区域圈A;If the current judgment result is that the mobile user is filtering the geographical area circle A, and the last judgment result is that the mobile user is filtering the geographical location area circle A, the mobile user's mobile state is leaving the filtered geographical location area circle A;
如果当前的判断结果为移动用户在过滤地理位置区域圈A内,上次判断结果为移动用户也在过滤地理位置区域圈A内,则该移动用户的移动状态为在过滤地理位置区域圈A内。If the current judgment result is that the mobile user is filtering the geographical area circle A, and the last judgment result is that the mobile user is also filtering the geographical location area circle A, the mobile user's mobile state is within the filtered geographical location area A. .
通过本实施例提供的方法可以更为准确地获取移动用户的信息,包括但不限于移动状态和具体的物理位置信息,进而可发给对应的SP(Service Provider,服务提供商)进行使用。The method provided in this embodiment can obtain the information of the mobile user more accurately, including but not limited to the mobile state and the specific physical location information, and can be sent to the corresponding SP (Service Provider) for use.
上述技术方案先通过第一位置信息获取方式获取移动用户当前的第一地理位置信息;当根据第一地理位置信息判断移动用户当前所处地理位置是在预设的过滤地理位置区域圈边缘时,此时则不再直接通过该第一地理位置信息确定,而通过定位精度比第一位置信息获取方式高的第二位置信息获取方式获取移动用户当前的第二地理位置信息,也即将进行二次精定位,根据二 次精定位的获取结果确定移动用户当前所处地址位置是否在过滤地理位置区域圈内,这样的判断结果更为准确,使得得到的移动用户信息准确性更高,能更好地适应将来要求高准确性的应用场景和领域的问题。The foregoing technical solution first acquires the current first geographical location information of the mobile user by using the first location information acquisition manner; and when determining, according to the first geographic location information, that the current geographic location of the mobile user is at the edge of the preset filtered geographic location area circle, At this time, the second geographical location information of the mobile user is obtained by the second location information acquiring method with the higher positioning accuracy than the first location information acquiring manner, and is about to be performed twice. Fine positioning, according to two The result of the sub-precision positioning determines whether the current address location of the mobile user is within the filtering geographical area circle, and the judgment result is more accurate, so that the obtained mobile user information has higher accuracy and can better adapt to future requirements. Accuracy of application scenarios and domain issues.
实施例二:Embodiment 2:
本实施例提供了一种移动用户数据采集系统,该系统可以是PDC系统,其包含移动用户数据采集装置。请参见图2所示,本实施例中的移动用户数据采集装置包括:This embodiment provides a mobile user data collection system, which may be a PDC system, which includes a mobile user data collection device. Referring to FIG. 2, the mobile user data collection apparatus in this embodiment includes:
第一位置信息获取模块1,设置为通过第一位置信息获取方式获取移动用户当前的第一地理位置信息;The first location information obtaining module 1 is configured to obtain, by using the first location information acquiring manner, the current first geographic location information of the mobile user;
第一分析模块2,设置为根据所述第一地理位置信息判断所述移动用户当前所处地理位置是否在预设的过滤地理位置区域圈边缘;The first analyzing module 2 is configured to determine, according to the first geographical location information, whether the current geographic location of the mobile user is at a preset filtering geographic location area circle edge;
应当理解的是,本实施例中过滤地理位置区域圈可以是之前预先配置好的;配置的具体规则以及具体配置的个数等都可以根据具体的场景和需求灵活设定;It should be understood that, in this embodiment, the filtering geographic location area circle may be pre-configured in advance; the specific rules of the configuration and the number of specific configurations may be flexibly set according to specific scenarios and requirements;
第二位置信息获取模块3,设置为在所述第一分析模块2判断所述移动用户当前所处地理位置在预设的过滤地理位置区域圈边缘时,通过第二位置信息获取方式获取所述移动用户当前的第二地理位置信息;其中,所述第二位置信息获取方式的精度大于所述第一位置信息获取方式的精度;The second location information obtaining module 3 is configured to acquire, by the second location information acquiring manner, when the first analyzing module 2 determines that the current geographic location of the mobile user is at a preset filtering geographic location area circle edge The second geographic location information of the mobile user; wherein the accuracy of the second location information acquisition manner is greater than the accuracy of the first location information acquisition manner;
第二分析模块4,设置为根据所述第二位置信息获取模块3获取所述第二地理位置信息的结果确定所述移动用户当前所处地址位置与所述过滤地理位置区域圈的位置关系。The second analyzing module 4 is configured to determine a positional relationship between the current address location of the mobile user and the filtered geographic location area circle according to the result of the second location information acquiring module 3 acquiring the second geographical location information.
本实施例中的第一分析模块2包括地理位置区域圈确定子模块、第一判断子模块和第二判断子模块,其中:The first analysis module 2 in this embodiment includes a geographic location area circle determining sub-module, a first determining sub-module and a second determining sub-module, wherein:
地理位置区域圈确定子模块,设置为根据所述第一地理位置信息确定所述移动用户当前所处的地理位置区域圈;a geographic area circle determining sub-module, configured to determine, according to the first geographic location information, a geographic location area circle in which the mobile user is currently located;
第一判断子模块,设置为如果判断所述第一地理位置区域圈与所述过滤地理位置区域圈存在部分重叠,则判断所述移动用户当前所处地理位置在预 设的过滤地理位置区域圈边缘。a first judging sub-module, configured to determine that the current geographic location of the mobile user is pre-predicted if it is determined that the first geographical location area circle and the filtered geographical location area circle partially overlap Set the edge of the filtered geographic area circle.
可选地,如图3所示,所述装置还包括:Optionally, as shown in FIG. 3, the apparatus further includes:
第一判断模块5,设置为当地理位置区域圈确定子模块根据所述第一地理位置信息确定所述移动用户当前所处的地理位置区域圈后,当判断所述地理位置区域圈内含于或内切于所述过滤地理位置区域圈时,判定所述移动用户当前所处地理位置在所述过滤地理位置区域圈内;The first judging module 5 is configured to: when the geographic location area circle determining sub-module determines, according to the first geographic location information, the geographical location area circle in which the mobile user is currently located, when determining that the geographical location area circle is included in Or determining that the current geographic location of the mobile user is within the filtered geographic location circle when the geographic location circle is filtered;
第二判断模块6,设置为当地理位置区域圈确定子模块根据所述第一地理位置信息确定所述移动用户当前所处的地理位置区域圈后,当判断所述地理位置区域圈与所述过滤地理位置区域圈相离或外切时,判定所述移动用户当前所处地理位置在所述过滤地理位置区域圈外。The second judging module 6 is configured to: when the geographic location area circle determining sub-module determines, according to the first geographic location information, the geographic location area circle in which the mobile user is currently located, when determining the geographic location area circle and the When the filtering geographical area circle is separated or circumscribed, it is determined that the current geographic location of the mobile user is outside the filtering geographical location area.
本实施例中,初始时采用的第一位置信息获取方式可为基于小区全球识别码(Cell Global Identification,CGI)的基站定位方式,这种获取方式方便快捷。通过这种方式获取的移动用户的第一地理位置信息为移动用户当前所在基站的中心物理位置,得到的地理位置区域圈为以基站的中心物理位置为原点,以基站覆盖半径为半径画圆得到的区域圈。In this embodiment, the first location information acquisition method used in the initial stage may be a cell global positioning (CGI) based base station positioning mode, which is convenient and fast. The first geographical location information of the mobile user obtained in this manner is the central physical location of the base station where the mobile user is currently located, and the obtained geographical location circle is taken as the origin of the central physical location of the base station, and the circle radius of the base station is used as a radius to obtain a circle. Regional circle.
本实施例中通过第二位置信息获取方式进行二次精准定位时,第二位置信息获取方式上可以采用任意能实现对移动用户进行定位的定位方式,只要其定位精度比第一位置信息获取方式更好,更利于后续作出准确的判断即可。例如,本实施例中的第二位置信息获取方式可为通过移动定位系统对所述移动用户进行定位;第二地理位置信息包含移动用户所在的经纬度坐标。In this embodiment, when the second location information acquisition method is used for the second-precision positioning, the second location information acquisition manner may be any positioning manner that can be used to locate the mobile user, as long as the positioning accuracy is better than the first location information acquisition manner. Better, it is more conducive to making accurate judgments later. For example, the second location information obtaining manner in this embodiment may be that the mobile user is located by using a mobile positioning system; the second geographic location information includes latitude and longitude coordinates of the mobile user.
可选地,本实施例中的第二分析模块4包括第一分析子模块;第一分析子模块,设置为当所述第二位置信息获取模块通过第二位置信息获取方式获取到所述第二地理位置信息时,判断所述第二地理位置信息包含的经纬度坐标与所述过滤地理位置区域圈的位置关系,如果所述第二地理位置信息包含的经纬度坐标在所述过滤地理位置区域圈内,则确定所述移动用户当前所处地址位置在所述过滤地理位置区域圈内;如果所述第二地理位置信息包含的经纬度坐标不在所述过滤地理位置区域圈内,则确定所述移动用户当前所处 地址位置在所述过滤地理位置区域圈外。Optionally, the second analysis module 4 in this embodiment includes a first analysis sub-module, and the first analysis sub-module is configured to obtain, by the second location information acquiring module, the second location information acquiring manner. And determining the positional relationship between the latitude and longitude coordinates included in the second geographical location information and the filtered geographic location area circle, if the latitude and longitude coordinates included in the second geographical location information are in the filtered geographical location area circle Determining that the current address location of the mobile user is within the filtered geographic location area circle; if the latitude and longitude coordinates included in the second geographic location information are not within the filtered geographic location area circle, determining the movement The user is currently in The address location is outside the filtered geographic location area.
可选地,本实施例中的第二分析模块4包括第二分析子模块;Optionally, the second analysis module 4 in this embodiment includes a second analysis submodule;
第二分析子模块设置为当所述第二位置信息获取模块通过第二位置信息获取方式未获取到所述第二地理位置信息时,判断所述第一地理位置信息与所述过滤地理位置区域圈的位置关系,如果所述第一地理位置信息在所述过滤地理位置区域圈内,则确定所述移动用户当前所处地址位置在所述过滤地理位置区域圈内,如果所述第一地理位置信息不在所述过滤地理位置区域圈内,则确定所述移动用户当前所处地址位置在所述过滤地理位置区域圈外。The second analysis sub-module is configured to determine, when the second location information acquisition module does not obtain the second geographic location information by using the second location information acquiring manner, the first geographic location information and the filtered geographic location area a positional relationship of the circle, if the first geographic location information is within the filtered geographic location area circle, determining that the current location location of the mobile user is within the filtered geographic location area circle, if the first geographic location If the location information is not within the filtered geographic location area circle, it is determined that the current address location of the mobile user is outside the filtered geographic location area.
请参见图3所示,可选地,本实施例中的移动用户数据采集装置还包括移动状态分析模块7,设置为根据所述移动用户当前所处地址位置与所述过滤地理位置区域圈的位置关系的判断结果和所述移动用户上一次与所述过滤地理位置区域圈的位置关系的判断结果,确定所述移动用户在所述过滤地理位置区域圈之间的移动状态。As shown in FIG. 3, optionally, the mobile user data collection device in this embodiment further includes a mobile state analysis module 7 configured to be based on the current address location of the mobile user and the filtered geographic location circle. Determining the result of the positional relationship and the determination result of the positional relationship between the mobile user and the filtering geographic location area circle, determining the moving state of the mobile user between the filtered geographic location area circle.
请参见图3所示,可选地,本实施例中的移动用户数据采集装置还包括信息发送模块8,设置为将获取的移动用户信息(包括但不限于移动状态和具体的物理位置信息)发给对应的SP(Service Provider,服务提供商)以供分析使用。As shown in FIG. 3, optionally, the mobile user data collection apparatus in this embodiment further includes an information sending module 8 configured to acquire acquired mobile user information (including but not limited to a mobile state and specific physical location information). Send it to the corresponding SP (Service Provider) for analysis.
显然,本领域的技术人员应该明白,上述本申请的各模块或各步骤可以用通用的计算装置来实现,它们可以集中在单个的计算装置上,或者分布在多个计算装置所组成的网络上,可选地,它们可以用计算装置可执行的程序代码来实现,从而,可以将它们存储在存储介质(ROM/RAM、磁碟、光盘)中由计算装置来执行,并且在某些情况下,可以以不同于此处的顺序执行所示出或描述的步骤,或者将它们分别制作成各个集成电路模块,或者将它们中的多个模块或步骤制作成单个集成电路模块来实现。所以,本申请不限制于任何特定的硬件和软件结合。Obviously, those skilled in the art should understand that the above modules or steps of the present application can be implemented by a general computing device, which can be concentrated on a single computing device or distributed over a network composed of multiple computing devices. Alternatively, they may be implemented by program code executable by the computing device such that they may be stored in a storage medium (ROM/RAM, diskette, optical disk) by a computing device, and in some cases The steps shown or described may be performed in an order different than that herein, or they may be separately fabricated into individual integrated circuit modules, or a plurality of the modules or steps may be implemented as a single integrated circuit module. Therefore, the application is not limited to any particular combination of hardware and software.
实施例三:Embodiment 3:
下面以移动用户数据采集系统为PDC系统为例进一步说明本发明实施 例的技术方案。The following is a description of the implementation of the present invention by taking a mobile user data collection system as a PDC system as an example. The technical solution of the example.
本发明实施例的系统架构框图请参见图4所示,包括:信令采集设备、PDC系统、移动定位系统、SP、MS(Mobile Station,移动台)以及DCache(Distributed Cache,分布式缓存系统)等构成。For a block diagram of the system architecture of the embodiment of the present invention, refer to FIG. 4, which includes: a signaling collection device, a PDC system, a mobile positioning system, an SP, an MS (Mobile Station), and a DCache (Distributed Cache). And so on.
PDC系统实时接收来自信令采集设备的信令数据,并从其中得到移动用户号码及其对应的CGI信息,通过CGI信息查询DCache缓存中的基站数据获取到基站地理位置信息(也即移动用户的第一地理位置信息)及基站覆盖半径,然后确定基站覆盖圆形区域(即地理位置区域圈)和GeoFilter圈(过滤地理位置区域圈)的位置关系。请参见图5-1至5-7所示,其中实线大圈为过滤地理位置区域圈,虚线小圈为地理位置区域圈;图5-1所示为地理位置区域圈内含于过滤地理位置区域圈,图5-2所示为地理位置区域圈内切于过滤地理位置区域圈,图5-3、图5-4以及图5-5所示为地理位置区域圈与过滤地理位置区域圈部分重叠,图5-6所示为地理位置区域圈与过滤地理位置区域圈外切,图5-7所示为地理位置区域圈与过滤地理位置区域圈相离。图5-3至图5-5两圆为部分重叠关系时,向移动定位系统发起定位请求进行二次定位以得到移动用户精度高的地理位置信息,然后用得到的精度高的地理位置信息来判断移动用户是否在GeoFilter圈内,最后得到移动用户的移动状态报告给SP。The PDC system receives the signaling data from the signaling collection device in real time, and obtains the mobile subscriber number and its corresponding CGI information from the PDC system, and obtains the geographical location information of the base station by using the CGI information to query the base station data in the DCache buffer (that is, the mobile user's The first geographical location information) and the base station cover the radius, and then determine the location relationship of the base station covering the circular area (ie, the geographical area circle) and the GeoFilter circle (filtering the geographical area circle). Please refer to Figure 5-1 to 5-7, where the solid circle is the filtering geographical circle, the dotted circle is the geographical circle; Figure 5-1 shows the geographical circle is included in the filtering geography The location area circle, as shown in Figure 5-2, is the geographical location area circle and the filtering geographical location area circle. Figure 5-3, Figure 5-4 and Figure 5-5 show the geographical location area circle and the filtered geographical location area. The circle overlaps partially. Figure 5-6 shows the geographical area circle and the filtered geographical area circle. Figure 5-7 shows that the geographical area circle is separated from the filtered geographical area circle. When the two circles in FIG. 5-3 to FIG. 5-5 are partially overlapped, the positioning request is initiated to the mobile positioning system for secondary positioning to obtain the geographical location information of the mobile user with high precision, and then the obtained high-precision geographical location information is used. Determine whether the mobile user is in the GeoFilter circle, and finally get the mobile user's mobile status report to the SP.
在本实施例中,先对移动定位系统进行配置,在移动定位系统中为PDC系统新开户一个SP,供PDC系统定位时用。确定移动用户移动状态流程参见图6所示,包括:In this embodiment, the mobile positioning system is configured first, and an SP is newly opened for the PDC system in the mobile positioning system for use in positioning the PDC system. The process of determining the mobile user's mobile status is shown in Figure 6, including:
步骤S601:从信令数据中提取移动用户号码及CGI信息,通过CGI信息查询基站数据得到基站的地理位置信息及覆盖半径,也即得到了移动用户所在的可能的地理位置区域圈;Step S601: extracting the mobile subscriber number and the CGI information from the signaling data, and querying the base station data by using the CGI information to obtain the geographical location information and the coverage radius of the base station, that is, obtaining a possible geographic location area circle where the mobile user is located;
步骤S602:确定地理位置区域圈和GeoFilter圈两圆的位置关系;Step S602: determining a positional relationship between the geographic circle and the GeoFilter circle;
步骤S603:判断地理位置区域圈是否内含于或内切于GeoFilter圈,如果地理位置区域圈内含于或内切于GeoFilter圈,则转至步骤S610;如果地理位置区域圈不内含于并且也不内切于GeoFilter圈,转至步骤S604; Step S603: determining whether the geographic location circle is included or inscribed in the GeoFilter circle. If the geographic region circle is included in or inscribed in the GeoFilter circle, then go to step S610; if the geographic region circle is not included in Not inscribed in the GeoFilter circle, go to step S604;
步骤S604:判断地理位置区域圈和GeoFilter圈两圆的位置关系是否为外切或相离,如果地理位置区域圈和GeoFilter圈两圆外切或相离,则转至步骤S610;如果地理位置区域圈和GeoFilter圈两圆不外切并且不相离,则转至步骤S605;Step S604: It is determined whether the positional relationship between the geographic circle and the GeoFilter circle is circumscribed or separated. If the geographical circle and the GeoFilter circle are circumscribed or separated, the process goes to step S610; The circle and the GeoFilter circle are not cut out and are not separated, then go to step S605;
步骤S605:表明两圆的位置关系为部分重叠,则PDC系统用移动定位系统中开户的SP向移动定位系统发起定位请求以便获取精度高的移动用户的地理位置信息;Step S605: indicating that the positional relationship between the two circles is partially overlapping, the PDC system initiates a positioning request to the mobile positioning system by using the SP opened in the mobile positioning system to obtain the geographical location information of the mobile user with high precision;
步骤S606:接收移动定位系统的定位响应并提取出地理位置信息;Step S606: Receive a positioning response of the mobile positioning system and extract geographic location information;
步骤S607:判断响应中是否有地理位置信息,如果响应中有地理位置信息,则转至步骤S608;如果响应中不含有地理位置信息,则转至步骤S609;Step S607: determining whether there is geographical location information in the response, if there is geographical location information in the response, then go to step S608; if the response does not contain geographical location information, then go to step S609;
步骤S608:则依此地理位置信息判断移动用户是否在GeoFilter圈内,转步骤S610;Step S608: determining whether the mobile user is in the GeoFilter circle according to the geographical location information, and proceeding to step S610;
步骤S609:则依初始通过基站数据查询得到的地理位置信息判断移动用户是否在GeoFilter圈内;Step S609: determining whether the mobile user is in the GeoFilter circle according to the geographical location information initially obtained through the base station data query;
步骤S610:根据上一次得到的移动用户是否在GeoFilter圈内信息以及当前得到的移动用户是否在GeoFilter圈内信息确定移动用户的移动状态(在圈内、正离开圈、正进入圈);Step S610: determining, according to the last obtained mobile user whether the information in the GeoFilter circle and the currently obtained mobile user are in the GeoFilter circle information, the mobile user's moving state (in the circle, leaving the circle, entering the circle);
步骤S611:报告移动用户的移动状态信息及地理位置信息给自己的SP。Step S611: Report the mobile user's mobile status information and geographic location information to their own SP.
本发明实施例还提供一种计算机可读存储介质,所述计算机可读存储介质中存储有计算机可执行指令,所述计算机可执行指令被执行时实现移动用户数据采集方法。The embodiment of the invention further provides a computer readable storage medium, wherein the computer readable storage medium stores computer executable instructions, and the computer executable instructions are implemented to implement a mobile user data collection method.
本领域普通技术人员可以理解上述方法中的全部或部分步骤可通过程序来指令相关硬件(例如处理器)完成,所述程序可以存储于计算机可读存储介质中,如只读存储器、磁盘或光盘等。可选地,上述实施例的全部或部分步骤也可以使用一个或多个集成电路来实现。相应地,上述实施例中的各模块/单元可以采用硬件的形式实现,例如通过集成电路来实现其相应功能,也可以采用软件功能模块的形式实现,例如通过处理器执行存储于存储器中的程序/指令来实现其相应功能。本申请不限制于任何特定形式的硬件和软件的 结合。本领域的普通技术人员应当理解,可以对本申请的技术方案进行修改或者等同替换,而不脱离本申请技术方案的精神和范围,均应涵盖在本申请的权利要求范围当中。One of ordinary skill in the art will appreciate that all or a portion of the above steps may be performed by a program to instruct related hardware, such as a processor, which may be stored in a computer readable storage medium, such as a read only memory, disk or optical disk. Wait. Alternatively, all or part of the steps of the above embodiments may also be implemented using one or more integrated circuits. Correspondingly, each module/unit in the above embodiment may be implemented in the form of hardware, for example, by implementing an integrated circuit to implement its corresponding function, or may be implemented in the form of a software function module, for example, executing a program stored in the memory by a processor. / instruction to achieve its corresponding function. This application is not limited to any particular form of hardware and software. Combine. A person skilled in the art should understand that the technical solutions of the present application can be modified or equivalent, without departing from the spirit and scope of the technical solutions of the present application, and should be included in the scope of the claims of the present application.
工业实用性Industrial applicability
上述技术方案得到的移动用户信息准确性更高,能更好的适应将来要求高准确性的应用场景和领域的问题。 The mobile user information obtained by the above technical solution has higher accuracy and can better adapt to the application scenarios and fields in the future requiring high accuracy.

Claims (16)

  1. 一种移动用户数据采集方法,包括:A mobile user data collection method includes:
    通过第一位置信息获取方式获取移动用户当前的第一地理位置信息;Obtaining, by using the first location information obtaining manner, the current first geographical location information of the mobile user;
    根据所述第一地理位置信息判断所述移动用户当前所处地理位置是否在预设的过滤地理位置区域圈边缘;Determining, according to the first geographical location information, whether the current geographic location of the mobile user is at an edge of a preset filtered geographic location area circle;
    如果所述移动用户当前所处地理位置在预设的过滤地理位置区域圈边缘,则通过第二位置信息获取方式获取所述移动用户当前的第二地理位置信息;Obtaining, by the second location information obtaining manner, the current second geographic location information of the mobile user, if the current location of the mobile user is at the edge of the preset filtering geographic location area circle;
    根据所述第二地理位置信息的获取结果确定所述移动用户当前所处地址位置与所述过滤地理位置区域圈的位置关系;Determining, according to the obtaining result of the second geographical location information, a location relationship between the current location of the mobile user and the filtered geographic location circle;
    其中,所述第二位置信息获取方式的精度大于所述第一位置信息获取方式的精度。The accuracy of the second location information acquisition manner is greater than the accuracy of the first location information acquisition manner.
  2. 如权利要求1所述的移动用户数据采集方法,其中,所述根据所述第一地理位置信息判断所述移动用户当前所处地理位置是否在预设的过滤地理位置区域圈边缘包括:The mobile user data collection method according to claim 1, wherein the determining, according to the first geographic location information, whether the current geographic location of the mobile user is at a preset filtering geographic location area circle edge comprises:
    根据所述第一地理位置信息确定所述移动用户当前所处的地理位置区域圈;Determining, according to the first geographical location information, a geographical location circle in which the mobile user is currently located;
    当判断所述第一地理位置区域圈与所述过滤地理位置区域圈存在部分重叠时,则判定所述移动用户当前所处地理位置在预设的过滤地理位置区域圈边缘。When it is determined that the first geographic location area circle and the filtered geographical location area circle partially overlap, it is determined that the current geographic location of the mobile user is at a preset filtered geographical location area circle edge.
  3. 如权利要求2所述的移动用户数据采集方法,所述根据所述第一地理位置信息确定所述移动用户当前所处的地理位置区域圈后,所述方法还包括:The mobile user data collection method of claim 2, after the determining the geographic location area circle in which the mobile user is currently located according to the first geographic location information, the method further includes:
    当判断所述地理位置区域圈内含于或内切于所述过滤地理位置区域圈时,判定所述移动用户当前所处地理位置在所述过滤地理位置区域圈内;Determining that the geographical location of the mobile user is within the circle of the filtered geographic location when determining that the geographic location circle is included in or inscribed in the filtered geographic location circle;
    当判断所述地理位置区域圈与所述过滤地理位置区域圈相离或外切时,判定所述移动用户当前所处地理位置在所述过滤地理位置区域圈外。When it is determined that the geographical location circle is separated or circumscribed from the filtered geographic location circle, it is determined that the current geographic location of the mobile user is outside the filtered geographic location.
  4. 如权利要求2或3所述的移动用户数据采集方法,其中,所述第一位 置信息获取方式包括基于小区全球识别码的基站定位方式,所述第一地理位置信息包含所述移动用户当前所在基站的中心物理位置,所述地理位置区域圈为以所述基站的中心物理位置为原点,以所述基站覆盖半径为半径画圆得到的区域圈。The mobile user data collecting method according to claim 2 or 3, wherein said first bit The information acquisition manner includes a base station positioning mode based on a global identifier of the cell, where the first geographical location information includes a central physical location of the base station where the mobile user is currently located, and the geographical location area circle is a central physical location of the base station. For the origin, the area circle obtained by drawing a circle with the radius of the base station cover radius is obtained.
  5. 如权利要求1至3任一项所述的移动用户数据采集方法,其中,所述第二位置信息获取方式包括通过移动定位系统对所述移动用户进行定位;所述第二地理位置信息包含所述移动用户所在的经纬度坐标。The mobile user data collecting method according to any one of claims 1 to 3, wherein the second location information acquiring manner comprises positioning the mobile user by using a mobile positioning system; The latitude and longitude coordinates of the mobile user.
  6. 如权利要求5所述的移动用户数据采集方法,其中,所述根据所述第二地理位置信息的获取结果确定所述移动用户当前所处地址位置与所述过滤地理位置区域圈的位置关系包括:The mobile user data collection method according to claim 5, wherein the determining, according to the acquisition result of the second geographical location information, the location relationship between the current address location of the mobile user and the filtered geographic location circle comprises :
    当通过所述第二位置信息获取方式获取到所述第二地理位置信息时,判断所述第二地理位置信息包含的经纬度坐标与所述过滤地理位置区域圈的位置关系,如果所述第二地理位置信息包含的经纬度坐标在所述过滤地理位置区域圈内,则确定所述移动用户当前所处地址位置在所述过滤地理位置区域圈内;如果所述第二地理位置信息包含的经纬度坐标不在所述过滤地理位置区域圈内,则确定所述移动用户当前所处地址位置在所述过滤地理位置区域圈外。Determining, by the second location information acquiring manner, the second geographic location information, determining a positional relationship between the latitude and longitude coordinates included in the second geographic location information and the filtered geographic location regional circle, if the second The latitude and longitude coordinates included in the geographical location information are within the filtered geographic location area circle, and then determining that the current address location of the mobile user is within the filtered geographic location area circle; if the second geographic location information includes latitude and longitude coordinates Not within the filtered geographic location area circle, it is determined that the current address location of the mobile user is outside the filtered geographic location area.
  7. 如权利要求6所述的移动用户数据采集方法,其中,所述根据所述第二地理位置信息的获取结果确定所述移动用户当前所处地址位置与所述过滤地理位置区域圈的位置关系包括:The mobile user data collection method according to claim 6, wherein the determining, according to the acquisition result of the second geographical location information, the location relationship between the current address location of the mobile user and the filtered geographic location circle comprises :
    当通过所述第二位置信息获取方式未获取到所述第二地理位置信息时,判断所述第一地理位置信息与所述过滤地理位置区域圈的位置关系,如果所述第一地理位置信息在所述过滤地理位置区域圈内,则确定所述移动用户当前所处地址位置在所述过滤地理位置区域圈内;如果所述第一地理位置信息不在所述过滤地理位置区域圈内,则确定所述移动用户当前所处地址位置在所述过滤地理位置区域圈外。Determining, by the second location information acquiring manner, the location information of the first geographic location information and the filtering geographic location area circle, if the first geographic location information Within the filtered geographic location area circle, determining that the current address location of the mobile user is within the filtered geographic location area circle; if the first geographic location information is not within the filtered geographic location area circle, then Determining that the current address location of the mobile user is outside the filtered geographic location area.
  8. 如权利要求1至3任一项所述的移动用户数据采集方法,所述方法还包括:根据所述移动用户当前所处地址位置与所述过滤地理位置区域圈的位置关系的判断结果和所述移动用户上一次与所述过滤地理位置区域圈的位置 关系,确定所述移动用户在所述过滤地理位置区域圈之间的移动状态。The mobile user data collection method according to any one of claims 1 to 3, further comprising: a judgment result and a location according to a positional relationship between the current address location of the mobile user and the filtered geographic location area circle The location of the mobile user last time with the filtered geographic location circle A relationship determining a movement state of the mobile user between the filtered geographic location area circles.
  9. 一种移动用户数据采集装置,包括:A mobile user data collection device includes:
    第一位置信息获取模块,设置为通过第一位置信息获取方式获取移动用户当前的第一地理位置信息;The first location information obtaining module is configured to obtain, by using the first location information acquiring manner, the current first geographic location information of the mobile user;
    第一分析模块,设置为根据所述第一地理位置信息判断所述移动用户当前所处地理位置是否在预设的过滤地理位置区域圈边缘;The first analyzing module is configured to determine, according to the first geographical location information, whether the current geographic location of the mobile user is at a preset filtering geographic location area circle edge;
    第二位置信息获取模块,设置为在所述第一分析模块判断所述移动用户当前所处地理位置在预设的过滤地理位置区域圈边缘时,通过第二位置信息获取方式获取所述移动用户当前的第二地理位置信息;The second location information obtaining module is configured to acquire the mobile user by using the second location information acquisition manner when the first analysis module determines that the current geographic location of the mobile user is at a preset edge of the filtered geographic location area circle Current second geographic location information;
    第二分析模块,设置为根据所述第二位置信息获取模块获取所述第二地理位置信息的结果确定所述移动用户当前所处地址位置与所述过滤地理位置区域圈的位置关系;a second analysis module, configured to determine, according to a result of the second location information acquiring module acquiring the second geographic location information, a location relationship between the current location of the mobile user and the filtered geographic location circle;
    其中,所述第二位置信息获取方式的精度大于所述第一位置信息获取方式的精度。The accuracy of the second location information acquisition manner is greater than the accuracy of the first location information acquisition manner.
  10. 如权利要求9所述的移动用户数据采集装置,其中,所述第一分析模块包括:The mobile user data collection device of claim 9, wherein the first analysis module comprises:
    地理位置区域圈确定子模块,设置为根据所述第一地理位置信息确定所述移动用户当前所处的地理位置区域圈;a geographic area circle determining sub-module, configured to determine, according to the first geographic location information, a geographic location area circle in which the mobile user is currently located;
    第一判断子模块,设置为如果判断所述第一地理位置区域圈与所述过滤地理位置区域圈存在部分重叠,则判断所述移动用户当前所处地理位置在预设的过滤地理位置区域圈边缘。a first determining sub-module, configured to determine that the current geographic location of the mobile user is partially overlapped with the filtered geographic location edge.
  11. 如权利要求10所述的移动用户数据采集装置,所述装置还包括:The mobile user data collection device of claim 10, the device further comprising:
    第一判断模块,设置为当地理位置区域圈确定子模块根据所述第一地理位置信息确定所述移动用户当前所处的地理位置区域圈后,当判断所述地理位置区域圈内含于或内切于所述过滤地理位置区域圈时,判定所述移动用户当前所处地理位置在所述过滤地理位置区域圈内;a first determining module, configured to: when the geographic location circle determining sub-module determines, according to the first geographic location information, the geographical location circle in which the mobile user is currently located, when determining that the geographic location regional circle is included in or Incorporating the filtering of the geographic location area circle, determining that the current geographic location of the mobile user is within the filtered geographical location area circle;
    第二判断模块,设置为当地理位置区域圈确定子模块根据所述第一地理位置信息确定所述移动用户当前所处的地理位置区域圈后,当判断所述地理 位置区域圈与所述过滤地理位置区域圈相离或外切时,判定所述移动用户当前所处地理位置在所述过滤地理位置区域圈外。a second determining module, configured to determine, when the geographic location area circle determining sub-module determines, according to the first geographic location information, the geographic location area circle in which the mobile user is currently located When the location area circle is apart from or circumscribed by the filtered geographical area circle, it is determined that the current geographic location of the mobile user is outside the filtered geographical location area.
  12. 如权利要求9至11任一项所述的移动用户数据采集装置,其中:A mobile user data collection device according to any one of claims 9 to 11, wherein:
    所述第一位置信息获取方式包括基于小区全球识别码的基站定位方式,所述第一地理位置信息包含所述移动用户当前所在基站的中心物理位置,所述地理位置区域圈为以所述基站的中心物理位置为原点,以所述基站覆盖半径为半径画圆得到的区域圈;The first location information acquisition manner includes a base station location mode based on a cell global identifier, where the first geographic location information includes a central physical location of a base station where the mobile user is currently located, and the geographic location area circle is the base station The central physical position is the origin, and the area circle obtained by drawing the radius of the base station coverage radius is obtained;
    所述第二位置信息获取方式包括通过移动定位系统对所述移动用户进行定位;所述第二地理位置信息包含所述移动用户所在的经纬度坐标。The second location information obtaining manner includes: positioning, by the mobile positioning system, the mobile user; the second geographic location information includes latitude and longitude coordinates of the mobile user.
  13. 如权利要求12所述的移动用户数据采集装置,其中,所述第二分析模块包括:The mobile user data collection device of claim 12, wherein the second analysis module comprises:
    第一分析子模块,设置为当所述第二位置信息获取模块通过第二位置信息获取方式获取到所述第二地理位置信息时,判断所述第二地理位置信息包含的经纬度坐标与所述过滤地理位置区域圈的位置关系,如果所述第二地理位置信息包含的经纬度坐标在所述过滤地理位置区域圈内,则确定所述移动用户当前所处地址位置在所述过滤地理位置区域圈内;如果所述第二地理位置信息包含的经纬度坐标不在所述过滤地理位置区域圈内,则确定所述移动用户当前所处地址位置在所述过滤地理位置区域圈外。a first analysis sub-module, configured to determine, when the second location information acquisition module acquires the second geographic location information by using the second location information acquisition manner, the latitude and longitude coordinates included in the second geographic location information, and the Filtering the location relationship of the geographic location area circle, if the latitude and longitude coordinates included in the second geographical location information are within the filtered geographical location area circle, determining that the current address location of the mobile user is in the filtered geographical location area circle If the latitude and longitude coordinates included in the second geographical location information are not in the filtered geographical location area circle, it is determined that the current address location of the mobile user is outside the filtered geographical location area.
  14. 如权利要求12所述的移动用户数据采集装置,其中,所述第二分析模块包括:The mobile user data collection device of claim 12, wherein the second analysis module comprises:
    第二分析子模块,设置为当所述第二位置信息获取模块通过第二位置信息获取方式未获取到所述第二地理位置信息时,判断所述第一地理位置信息与所述过滤地理位置区域圈的位置关系,如果所述第一地理位置信息在所述过滤地理位置区域圈内,则确定所述移动用户当前所处地址位置在所述过滤地理位置区域圈内,如果所述第一地理位置信息不在所述过滤地理位置区域圈内,则确定所述移动用户当前所处地址位置在所述过滤地理位置区域圈外。a second analysis sub-module, configured to determine, when the second location information acquiring module does not obtain the second geographic location information by using the second location information acquiring manner, determining the first geographic location information and the filtered geographical location a positional relationship of the regional circle, if the first geographical location information is within the filtered geographical location area circle, determining that the current address location of the mobile user is within the filtered geographical location area circle, if the first If the geographical location information is not within the filtered geographic location area circle, it is determined that the current address location of the mobile user is outside the filtered geographical location area.
  15. 如权利要求9至11任一项所述的移动用户数据采集装置,所述装置还包括: The mobile user data collection device according to any one of claims 9 to 11, the device further comprising:
    移动状态分析模块,设置为根据所述移动用户当前所处地址位置与所述过滤地理位置区域圈的位置关系的判断结果和所述移动用户上一次与所述过滤地理位置区域圈的位置关系的判断结果,确定所述移动用户在所述过滤地理位置区域圈之间的移动状态。a mobile state analysis module, configured to determine a positional relationship between the current location of the mobile user and the location relationship of the filtered geographic location circle, and a positional relationship between the mobile user and the filtered geographic location circle As a result of the determination, the mobile state of the mobile user between the filtered geographic location area circles is determined.
  16. 一种移动用户数据采集系统,包含如权利要求9至15任一项所述的移动用户数据采集装置。 A mobile user data collection system comprising the mobile user data collection device of any one of claims 9 to 15.
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