CN106954231B - The method of LTE network calculating IMSI number location of mobile users - Google Patents
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Abstract
Description
技术领域technical field
本发明属于移动通信中数据挖掘分析领域,具体涉及一种LTE网络根据无线测量报告MR记录计算IMSI号移动用户位置的方法。The invention belongs to the field of data mining and analysis in mobile communication, and in particular relates to a method for calculating the position of a mobile user with an IMSI number by an LTE network according to a wireless measurement report MR record.
背景技术Background technique
LTE在无线侧无法获得用户的IMSI号码。MR是LTE的无线测量报告(MeasureReport),其中的包含着服务小区ID和邻接小区ID,但是在无线测量报告MR数据库里并没有体现用户的移动用户号MSISDN和IMSI号码,导致使用MR时候,无法有效地对应具体IMSI用户。LTE cannot obtain the user's IMSI number on the wireless side. MR is the wireless measurement report (MeasureReport) of LTE, which contains the ID of the serving cell and the ID of the adjacent cell, but the mobile subscriber number MSISDN and IMSI number of the user are not reflected in the MR database of the wireless measurement report. As a result, when using MR, it cannot Effectively correspond to specific IMSI users.
发明内容Contents of the invention
本发明的目的在于解决上述现有问题,提供一种LTE网络根据无线测量报告MR数据库,计算某IMSI号移动用户位置的方法,通过在核心网信令呼叫历史记录CHR数据库里,根据被定位imsi号码和时间查询相关字段,在MR数据库里关联查出对应的Serving CellID、Neighbor 1 Cell ID、Neighbor 2 Cell ID、Neighbor 3 Cell ID,通过查询基站基础信息数据库,计算出该IMSI用户的位置。The purpose of the present invention is to solve the above-mentioned existing problems, and provide a method for calculating the location of a mobile user with an IMSI number in an LTE network according to the wireless measurement report MR database. Query the relevant fields with the number and time, associate and find out the corresponding Serving CellID, Neighbor 1 Cell ID, Neighbor 2 Cell ID, Neighbor 3 Cell ID in the MR database, and calculate the location of the IMSI user by querying the basic information database of the base station.
本发明的技术解决方案如下:Technical solution of the present invention is as follows:
一种LTE网络计算IMSI号移动用户位置的方法,其特点在于:A method for calculating the location of an IMSI number mobile user in an LTE network, characterized in that:
该方法包括如下步骤:The method comprises the steps of:
步骤1)在核心网信令呼叫历史记录CHR数据库里,根据imsi等于被定位移动终端IMSI号码和mme_uesiap_utc等于被定位时间TIME查询该IMSI号码在该时间TIME的device_num、mme_uesiap、enodeb_id;Step 1) In the core network signaling call history record CHR database, according to imsi equal to the IMSI number of the positioned mobile terminal and mme_uesiap_utc equal to the time TIME to be positioned, query the device_num, mme_uesiap, enodeb_id of the IMSI number at this time TIME;
步骤2)由步骤1)device_num中提取MMEGI、MMEC:设device_num为DN0DN1DN2DN3DN4DN5DN6DN7DN8DN9DN10DN11DN12DN13DN14DN15,第7~10位DN6DN7DN8DN9为MMEGI,第11~12位DN10DN11为MMEC;Step 2) extract MMEGI and MMEC from step 1) device_num: set device_num to DN0DN1DN2DN3DN4DN5DN6DN7DN8DN9DN10DN11DN12DN13DN14DN15, the 7th to 10th DN6DN7DN8DN9 is MMEGI, and the 11th to 12th DN10DN11 is MMEC;
步骤3)在MR数据库里,根据MME UE S1AP ID等于步骤1)的mme_uesiap、MMEC等于步骤2)的MMEC、MMEGI等于步骤2)的MMEGI、eNB ID等于步骤1)的enodeb_id、Time等于步骤1)的TIME字段,查询服务小区Serving Cell ID和各邻接小区Neighbor 1 Cell ID、Neighbor 2 Cell ID、Neighbor 3 Cell ID;Step 3) In the MR database, according to MME UE S1AP ID is equal to mme_uesiap in step 1), MMEC is equal to MMEC in step 2), MMEGI is equal to MMEGI in step 2), eNB ID is equal to enodeb_id in step 1), Time is equal to step 1) TIME field of the cell to query the Serving Cell ID of the serving cell and the Neighbor 1 Cell ID, Neighbor 2 Cell ID, and Neighbor 3 Cell ID of each adjacent cell;
步骤4)在基站基础信息数据库里,根据eNB ID等于步骤1)的enodeb_id查询,获得基站归属的TAC值;Step 4) In the base station basic information database, according to the enodeb_id query whose eNB ID is equal to step 1), obtain the TAC value belonging to the base station;
步骤5)在基站基础信息数据库里,根据步骤4)获得的TAC值和步骤3)获得的Serving Cell ID、Neighbor 1 Cell ID、Neighbor 2 Cell ID、Neighbor 3 Cell ID,查询服务小区和各邻接小区的经度、纬度、塔高、方向角信息;Step 5) In the base station basic information database, according to the TAC value obtained in step 4) and the Serving Cell ID, Neighbor 1 Cell ID, Neighbor 2 Cell ID, and Neighbor 3 Cell ID obtained in step 3), query the serving cell and each adjacent cell Longitude, latitude, tower height, direction angle information;
步骤6)根据步骤5)获得的服务小区的经度longt_s、纬度lat_s和各邻接小区的经度longt_n、纬度lat_n,计算服务小区和各邻接小区的距离是否小于预设阈值,距离计算公式如下,单位米:Step 6) According to the longitude longt_s, latitude lat_s of the serving cell obtained in step 5) and the longitude longt_n and latitude lat_n of each adjacent cell, calculate whether the distance between the serving cell and each adjacent cell is less than a preset threshold, the distance calculation formula is as follows, and the unit is meter :
6371004*arccos{1-[(sin((90-lat_n)*∏/180)*cos(longt_n*∏/180)-sin((90-lat_s)*∏/180)*cos(longt_s*∏/180))2+(sin((90-lat_n)*∏/180)*sin(longt_n*∏/180)-sin((90-lat_s)*∏/180)*sin(longt_s*∏/180))2+(cos((90-lat_n)*∏/180)-cos((90-lat_s)*∏/180))2]/2};6371004*arccos{1-[(sin((90-lat_n)*∏/180)*cos(longt_n*∏/180)-sin((90-lat_s)*∏/180)*cos(longt_s*∏/180 )) 2 +(sin((90-lat_n)*∏/180)*sin(longt_n*∏/180)-sin((90-lat_s)*∏/180)*sin(longt_s*∏/180)) 2 +(cos((90-lat_n)*∏/180)-cos((90-lat_s)*∏/180)) 2 ]/2};
步骤7)当服务小区和各邻接小区的距离小于10公里,则利用《基于时段内小区频次加权算法实现移动用户定位的方法》(专利申请号201610529639.8)计算计算某IMSI号码的移动用户在该时间TIME的位置;Step 7) When the distance between the serving cell and each adjacent cell is less than 10 kilometers, use the "Method for Realizing Mobile User Positioning Based on Cell Frequency Weighting Algorithm within a Time Period" (patent application number 201610529639.8) to calculate the mobile user with a certain IMSI number at that time the position of TIME;
当服务小区和各邻接小区的距离大于预设阈值,则反馈给运营商,根据TAC和CellID到该小区归属基站的位置测量实际的基站经纬度,然后修正基站基础信息数据库,并返回步骤4)。When the distance between the serving cell and each adjacent cell is greater than the preset threshold, it will be fed back to the operator, and the actual base station longitude and latitude will be measured according to the TAC and CellID to the location of the cell's home base station, and then the basic information database of the base station will be corrected, and return to step 4).
与现有技术相比,本发明的有益效果在于:Compared with prior art, the beneficial effect of the present invention is:
通过在核心网信令呼叫历史记录CHR数据库里,根据被定位移动用户IMSI号码和时间查询相关字段,在MR数据库里关联查出对应的Serving Cell ID、Neighbor 1 CellID、Neighbor 2 Cell ID、Neighbor 3 Cell ID,通过查询基站基础信息数据库,计算出该IMSI用户的位置。可以使用MR记录中的服务小区和邻接小区的数据,计算移动用户的位置,提高定位准确率,解决了以往LTE无线侧MR数据无法对应具体IMSI用户的问题。同时针对基站基础信息数据库中的错误位置信息,提出了解决方法。具有较好的推广应用价值。In the core network signaling call history record CHR database, query the relevant fields according to the IMSI number and time of the located mobile user, and correlate and find out the corresponding Serving Cell ID, Neighbor 1 CellID, Neighbor 2 Cell ID, and Neighbor 3 in the MR database The Cell ID calculates the location of the IMSI user by querying the basic information database of the base station. The data of the serving cell and adjacent cells in the MR record can be used to calculate the location of the mobile user, improve the positioning accuracy, and solve the problem that the MR data on the LTE wireless side cannot correspond to specific IMSI users in the past. At the same time, a solution is proposed for the wrong location information in the basic information database of the base station. It has good promotion and application value.
附图说明Description of drawings
图1为本发明实施例中的实施框架图Fig. 1 is the implementation frame diagram in the embodiment of the present invention
图2为本发明实施例中的无线测量报告MR数据库部分字段Fig. 2 is some fields of the wireless measurement report MR database in the embodiment of the present invention
图3为本发明实施例中算法流程图Fig. 3 is the algorithm flowchart in the embodiment of the present invention
图4为本发明实施例中的核心网信令呼叫历史记录CHR数据库部分字段Fig. 4 is some fields of the core network signaling call history record CHR database in the embodiment of the present invention
图5为本发明实施例中基站基础信息数据库部分字段Fig. 5 is some fields of the base station basic information database in the embodiment of the present invention
具体实施方式Detailed ways
下面结合实施例和附图对本发明作进一步说明,但不应以此限制本发明的保护范围。The present invention will be further described below in conjunction with the embodiments and accompanying drawings, but the protection scope of the present invention should not be limited thereby.
由于MR数据量很大,本发明宜采用大数据平台。本专利定位系统的数据源是LTE无线侧的无线测量报告MR数据库和核心网侧的呼叫历史记录信令话单CHR数据库,将上述数据源提供给图1所示的定位设备,比如计算机等。无线测量报告MR数据库的数据格式如图2所示,Due to the large amount of MR data, the present invention should adopt a big data platform. The data sources of the patented positioning system are the wireless measurement report MR database on the LTE wireless side and the call history record signaling bill CHR database on the core network side, and the above data sources are provided to the positioning equipment shown in Figure 1, such as a computer. The data format of the wireless measurement report MR database is shown in Figure 2.
MMEGI(MME Group ID):MME组号MMEGI (MME Group ID): MME group number
MMEC(MME Code):MME号MMEC (MME Code): MME number
MME UE S1AP ID:MME UE S1 Application Protocol ID号MME UE S1AP ID: MME UE S1 Application Protocol ID number
eNB ID(eNodeB ID):eNodeB基站编号eNB ID (eNodeB ID): eNodeB base station number
Time:该MR对应的时间戳Time: the timestamp corresponding to the MR
Serving Cell ID:服务小区的小区IDServing Cell ID: the cell ID of the serving cell
Neighbor 1 Cell ID:邻接小区1的小区IDNeighbor 1 Cell ID: the cell ID of the neighboring cell 1
Neighbor 2 Cell ID:邻接小区2的小区IDNeighbor 2 Cell ID: the cell ID of the adjacent cell 2
Neighbor 3 Cell ID:邻接小区3的小区IDNeighbor 3 Cell ID: the cell ID of the neighboring cell 3
同时应该获得图4所示的核心网信令话单呼叫历史记录CHR数据库,包含每条记录用户的IMSI号码,mme_uesiap以及对应的时间等信息。At the same time, the CHR database of the core network signaling bill call history record shown in Figure 4 should be obtained, including information such as the IMSI number of the user in each record, mme_uesiap, and the corresponding time.
device_num:设备号device_num: device number
imsi:国际移动客户识别码imsi: International Mobile Subscriber Identity
msisdn:移动台号码msisdn: mobile station number
enodeb_id:eNodeB基站编号enodeb_id: eNodeB base station number
mme_uesiap:MME UE S1 Application Protocol ID号mme_uesiap: MME UE S1 Application Protocol ID number
mme_uesiap_utc:MME分配的UES1AP连接标识产生时间mme_uesiap_utc: the generation time of the UES1AP connection identifier assigned by the MME
同时应该获得图5所示的基站基础信息数据库,包含如下信息:At the same time, the base station basic information database shown in Figure 5 should be obtained, including the following information:
TAC:基站归属Tracking Area Code位置区码TAC: Tracking Area Code location area code of the base station
ENB ID:eNodeB基站编号ENB ID: eNodeB base station number
CELL ID:小区号CELL ID: cell number
如图1所示:首先在核心网信令呼叫历史记录CHR数据库里根据被定位imsi号码和时间Time查询device_num、mme_uesiap、enodeb_id,由device_num提取MMEGI、MMEC,根据MME UE S1AP ID、MMEC、MMEGI、eNB ID、Time字段在MR数据库里查询Serving Cell ID、Neighbor 1 Cell ID、Neighbor 2 Cell ID、Neighbor 3 Cell ID,查询基站基础信息数据库,获得服务小区和邻接小区的位置、塔高、方向角等信息,使用《基于时段内小区频次加权算法实现移动用户定位的方法》(专利申请号201610529639.8)计算移动用户的位置。As shown in Figure 1: First, query device_num, mme_uesiap, and enodeb_id in the core network signaling call history record CHR database according to the located imsi number and time Time, extract MMEGI and MMEC from device_num, and use MME UE S1AP ID, MMEC, MMEGI, The eNB ID and Time fields query the Serving Cell ID, Neighbor 1 Cell ID, Neighbor 2 Cell ID, and Neighbor 3 Cell ID in the MR database, query the base station basic information database, and obtain the location, tower height, and direction angle of the serving cell and adjacent cells Information, using the "Method for Realizing Mobile User Positioning Based on the Cell Frequency Weighting Algorithm within a Time Period" (patent application number 201610529639.8) to calculate the position of the mobile user.
具体如下:details as follows:
步骤1)在核心网信令呼叫历史记录CHR数据库(数据内容见图4)里,根据imsi等于被定位移动终端IMSI号码和mme_uesiap_utc等于被定位时间TIME查询该IMSI号码在该时间TIME的device_num、mme_uesiap、enodeb_id;Step 1) In the core network signaling call history record CHR database (see Figure 4 for data content), query the device_num and mme_uesiap of the IMSI number at the time TIME according to imsi equal to the IMSI number of the positioned mobile terminal and mme_uesiap_utc equal to the time TIME to be positioned 、enodeb_id;
步骤2)由步骤1)device_num中提取MMEGI、MMEC:设device_num为DN0DN1DN2DN3DN4DN5DN6DN7DN8DN9DN10DN11DN12DN13DN14DN15,第7~10位DN6DN7DN8DN9为MMEGI,第11~12位DN10DN11为MMEC;Step 2) extract MMEGI and MMEC from step 1) device_num: set device_num to DN0DN1DN2DN3DN4DN5DN6DN7DN8DN9DN10DN11DN12DN13DN14DN15, the 7th to 10th DN6DN7DN8DN9 is MMEGI, and the 11th to 12th DN10DN11 is MMEC;
步骤3)在MR数据库(数据内容见图2)里,根据MME UE S1AP ID等于步骤1)的mme_uesiap、MMEC等于步骤2)的MMEC、MMEGI等于步骤2)的MMEGI、eNB ID等于步骤1)的enodeb_id、Time等于步骤1)的TIME字段,查询服务小区Serving Cell ID和各邻接小区Neighbor 1Cell ID、Neighbor 2 Cell ID、Neighbor 3 Cell ID;Step 3) In the MR database (see Figure 2 for data content), according to MME UE S1AP ID is equal to mme_uesiap in step 1), MMEC is equal to MMEC in step 2), MMEGI is equal to MMEGI in step 2), and eNB ID is equal to step 1) enodeb_id and Time are equal to the TIME field in step 1), query the serving cell Serving Cell ID and each adjacent cell Neighbor 1Cell ID, Neighbor 2 Cell ID, Neighbor 3 Cell ID;
步骤4)在基站基础信息数据库(数据内容见图5,数据来源为电信运营商)里,根据eNB ID等于步骤1)的enodeb_id查询,获得基站归属的TAC值;Step 4) In the base station basic information database (see Figure 5 for data content, the data source is a telecom operator), query according to the enodeb_id whose eNB ID is equal to step 1), and obtain the TAC value of the base station;
步骤5)在基站基础信息数据库(数据内容见图5,数据来源为电信运营商)里,根据步骤4)获得的TAC值和步骤3)获得的Serving Cell ID、Neighbor 1 Cell ID、Neighbor 2Cell ID、Neighbor 3 Cell ID,查询获得服务小区和各邻接小区的经度、纬度、塔高、方向角信息;Step 5) In the base station basic information database (see Figure 5 for the data content, the data source is a telecom operator), according to the TAC value obtained in step 4) and the Serving Cell ID, Neighbor 1 Cell ID, and Neighbor 2Cell ID obtained in step 3) , Neighbor 3 Cell ID, query and obtain the longitude, latitude, tower height, and direction angle information of the serving cell and each adjacent cell;
步骤6)根据步骤5)获得的服务小区的经度longt_s、纬度lat_s和各邻接小区的经度longt_n、纬度lat_n,计算服务小区和各邻接小区的距离是否小于预设阈值,距离计算公式:6371004*arccos{1-[(sin((90-lat_n)*∏/180)*cos(longt_n*∏/180)-sin((90-lat_s)*∏/180)*cos(longt_s*∏/180))2+(sin((90-lat_n)*∏/180)*sin(longt_n*∏/180)-sin((90-lat_s)*∏/180)*sin(longt_s*∏/180))2+(cos((90-lat_n)*∏/180)-cos((90-lat_s)*∏/180))2]/2}(米);Step 6) According to the longt_s, latitude lat_s of the serving cell obtained in step 5) and the longt_n and latitude lat_n of each adjacent cell, calculate whether the distance between the serving cell and each adjacent cell is less than the preset threshold, the distance calculation formula: 6371004*arccos {1-[(sin((90-lat_n)*∏/180)*cos(longt_n*∏/180)-sin((90-lat_s)*∏/180)*cos(longt_s*∏/180)) 2 +(sin((90-lat_n)*∏/180)*sin(longt_n*∏/180)-sin((90-lat_s)*∏/180)*sin(longt_s*∏/180)) 2 +(cos ((90-lat_n)*∏/180)-cos((90-lat_s)*∏/180)) 2 ]/2}(meter);
步骤7)服务小区和各邻接小区的距离小于10公里使用《基于时段内小区频次加权算法实现移动用户定位的方法》(专利申请号201610529639.8)计算移动用户的位置;Step 7) The distance between the serving cell and each adjacent cell is less than 10 kilometers, and the location of the mobile user is calculated using the "Method for Realizing Mobile User Positioning Based on the Cell Frequency Weighting Algorithm within a Time Period" (patent application number 201610529639.8);
步骤8)当服务小区和各邻接小区的距离大于预设阈值,则反馈给运营商,根据TAC和Cell ID到该小区归属基站的位置测量实际的基站经纬度,然后修正基站基础信息数据库,并返回步骤4)。Step 8) When the distance between the serving cell and each adjacent cell is greater than the preset threshold, then feed back to the operator, measure the actual base station longitude and latitude according to the TAC and Cell ID to the location of the cell's home base station, then correct the base station basic information database, and return Step 4).
本发明解决了以往无线侧的测量报告MR数据无法对应IMSI号码和基站基础信息数据库信息导致的定位误差大的问题。The invention solves the problem that the MR data of the measurement report on the wireless side cannot correspond to the IMSI number and the basic information database information of the base station in the past, resulting in large positioning errors.
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| CN101986747A (en) * | 2010-10-14 | 2011-03-16 | 北京拓明科技有限公司 | Mobile terminal positioning method |
| CN103906096A (en) * | 2012-12-25 | 2014-07-02 | 中国移动通信集团四川有限公司 | Method and apparatus for acquiring measuring information in measuring report |
| CN105682104A (en) * | 2016-02-29 | 2016-06-15 | 广州银禾网络通信有限公司 | Mobile communication site planning method and system |
| CN106131953A (en) * | 2016-07-07 | 2016-11-16 | 上海奕行信息科技有限公司 | A kind of method realizing mobile subscriber location based on frequency weighting in community in the period |
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| CN101986747A (en) * | 2010-10-14 | 2011-03-16 | 北京拓明科技有限公司 | Mobile terminal positioning method |
| CN103906096A (en) * | 2012-12-25 | 2014-07-02 | 中国移动通信集团四川有限公司 | Method and apparatus for acquiring measuring information in measuring report |
| CN105682104A (en) * | 2016-02-29 | 2016-06-15 | 广州银禾网络通信有限公司 | Mobile communication site planning method and system |
| CN106131953A (en) * | 2016-07-07 | 2016-11-16 | 上海奕行信息科技有限公司 | A kind of method realizing mobile subscriber location based on frequency weighting in community in the period |
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