Movatterモバイル変換


[0]ホーム

URL:


CN101646201B - Method, device and system for determining terminal position - Google Patents

Method, device and system for determining terminal position
Download PDF

Info

Publication number
CN101646201B
CN101646201BCN2009101957048ACN200910195704ACN101646201BCN 101646201 BCN101646201 BCN 101646201BCN 2009101957048 ACN2009101957048 ACN 2009101957048ACN 200910195704 ACN200910195704 ACN 200910195704ACN 101646201 BCN101646201 BCN 101646201B
Authority
CN
China
Prior art keywords
information
grid
terminal
absolute value
relative value
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Expired - Fee Related
Application number
CN2009101957048A
Other languages
Chinese (zh)
Other versions
CN101646201A (en
Inventor
赵铮
杨丽萍
何小梅
崔笑一
庄艳丽
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Shanghai Huawei Technologies Co Ltd
Original Assignee
Shanghai Huawei Technologies Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Shanghai Huawei Technologies Co LtdfiledCriticalShanghai Huawei Technologies Co Ltd
Priority to CN2009101957048ApriorityCriticalpatent/CN101646201B/en
Publication of CN101646201ApublicationCriticalpatent/CN101646201A/en
Application grantedgrantedCritical
Publication of CN101646201BpublicationCriticalpatent/CN101646201B/en
Expired - Fee Relatedlegal-statusCriticalCurrent
Anticipated expirationlegal-statusCritical

Links

Images

Landscapes

Abstract

Translated fromChinese

本发明实施例公开了一种确定终端位置的方法、装置及系统。所述方法包括:获取接收电平数据库,所述接收电平数据库包括定位区域的每个栅格的特征信息,所述特征信息包括地理信息、小区信息以及电平信息;接收终端上报的测量报告MR;将所述MR中的小区信息以及电平信息与所述接收电平数据库中的小区信息以及电平信息进行绝对值匹配以及相对值匹配;针对所述每个栅格,根据所述绝对值匹配得到的数值、所述相对值匹配得到的数值、所述绝对值匹配的权重、所述相对值匹配的权重计算所述每个栅格的数值,所述数值表示所述每个栅格所代表的地理位置与终端位置的近似程度,所述终端位于所述数值最小的栅格中,所述地理信息用于确定出所述终端的位置。

The embodiment of the invention discloses a method, device and system for determining the position of a terminal. The method includes: acquiring a receiving level database, the receiving level database including characteristic information of each grid in the positioning area, the characteristic information including geographic information, cell information and level information; receiving a measurement report reported by a terminal MR; perform absolute value matching and relative value matching on the cell information and level information in the MR and the cell information and level information in the receiving level database; for each grid, according to the absolute The numerical value obtained by value matching, the numerical value obtained by the relative value matching, the weight of the absolute value matching, and the weight of the relative value matching calculate the numerical value of each grid, and the numerical value represents the value of each grid The represented geographic location is similar to the location of the terminal, the terminal is located in the grid with the smallest value, and the geographic information is used to determine the location of the terminal.

Description

Translated fromChinese
一种确定终端位置的方法、装置及系统A method, device and system for determining terminal location

技术领域technical field

本发明涉及通信技术领域,尤其涉及一种确定终端位置的方法、装置及系统。The present invention relates to the field of communication technologies, and in particular to a method, device and system for determining the location of a terminal.

背景技术Background technique

移动定位业务是运营商向用户提供的与终端位置相关的业务。利用移动定位业务提供的终端位置信息,运营商可以开发出更多的增值业务。The mobile positioning service is a service related to terminal location provided by operators to users. Using the terminal location information provided by the mobile positioning service, operators can develop more value-added services.

运营商希望可以以尽可能低的成本引入移动定位业务,且不对现有网络进行较大改动。利用已有的测量报告(MR,Measurement Report)确定终端位置无需增加任何硬件,无需对现有的信令以及信令交互顺序进行任何修改,只需对基站控制器进行软件升级即可。因此,利用MR确定终端位置成为业界研究的热点。Operators hope to introduce mobile positioning services at the lowest possible cost without making major changes to existing networks. Using the existing measurement report (MR, Measurement Report) to determine the location of the terminal does not require any additional hardware, and does not require any modification of the existing signaling and signaling interaction sequence, only the software upgrade of the base station controller is required. Therefore, using MR to determine the location of the terminal has become a research hotspot in the industry.

目前,利用MR确定终端位置的方法包括:利用路测数据对无线网络的传播模型进行矫正,使用矫正后的传播模型计算定位区域的信号电平分布,根据计算结果建立基于预测的接收电平数据库,当接收到终端上报的MR后,根据终端上报的MR中的小区以及接收信号强度查找接收电平数据库,进而确定终端位置。At present, the method of using MR to determine the location of the terminal includes: using drive test data to correct the propagation model of the wireless network, using the corrected propagation model to calculate the signal level distribution in the positioning area, and establishing a prediction-based receiving level database based on the calculation results , after receiving the MR reported by the terminal, search the receiving level database according to the cells in the MR reported by the terminal and the received signal strength, and then determine the position of the terminal.

发明人在研究过程中,发现上述方法至少存在以下缺点:无线网络在实际中是实时变化的,而在上述方法中,无线网络的传播模型以及建立的基于预测的接收电平数据库是固定不变的,故由上述对应关系确定出的终端位置精度不高。In the process of research, the inventor found that the above method has at least the following disadvantages: the wireless network changes in real time in practice, while in the above method, the propagation model of the wireless network and the established reception level database based on prediction are fixed Therefore, the accuracy of the terminal position determined by the above correspondence is not high.

发明内容Contents of the invention

有鉴于此,本发明实施例提供了一种确定终端位置的方法、装置及系统,以提高确定终端位置的定位精度。In view of this, embodiments of the present invention provide a method, device, and system for determining a terminal location, so as to improve the positioning accuracy of determining the terminal location.

一种确定终端位置的方法,所述方法包括:A method for determining a location of a terminal, the method comprising:

获取接收电平数据库,所述接收电平数据库包括定位区域的每个栅格的特征信息,所述特征信息包括地理信息、小区信息以及电平信息;Acquiring a reception level database, the reception level database includes characteristic information of each grid in the positioning area, and the characteristic information includes geographical information, cell information and level information;

接收终端上报的测量报告MR;receiving the measurement report MR reported by the terminal;

将所述MR中的小区信息以及电平信息与所述接收电平数据库中的小区信息以及电平信息进行绝对值匹配以及相对值匹配;performing absolute value matching and relative value matching on the cell information and level information in the MR and the cell information and level information in the receiving level database;

针对所述每个栅格,根据所述绝对值匹配得到的数值、所述相对值匹配得到的数值、所述绝对值匹配的权重、所述相对值匹配的权重计算所述每个栅格的数值,所述数值表示所述每个栅格所代表的地理位置与终端位置的近似程度,所述终端位于所述数值最小的栅格中,所述地理信息用于确定出所述终端的位置。For each grid, calculate the value of each grid according to the value obtained by the absolute value matching, the value obtained by the relative value matching, the weight of the absolute value matching, and the weight of the relative value matching value, the value indicates the degree of approximation between the geographic location represented by each grid and the location of the terminal, the terminal is located in the grid with the smallest value, and the geographic information is used to determine the location of the terminal .

一种装置,所述装置包括:A device comprising:

获取单元,用于获取接收电平数据库,所述接收电平数据库包括定位区域的每个栅格的特征信息,所述特征信息包括地理信息、小区信息以及电平信息;An acquisition unit, configured to acquire a reception level database, the reception level database includes characteristic information of each grid of the positioning area, and the characteristic information includes geographical information, cell information and level information;

接收单元,用于接收终端上报的测量报告MR;a receiving unit, configured to receive the measurement report MR reported by the terminal;

绝对值匹配单元,用于将所述MR中的小区信息以及电平信息与所述获取单元获取的所述小区信息以及所述电平信息进行绝对值匹配;an absolute value matching unit, configured to perform absolute value matching of the cell information and level information in the MR with the cell information and the level information acquired by the acquisition unit;

相对值匹配单元,用于将所述MR中的小区信息以及电平信息与所述获取单元获取的所述小区信息以及所述电平信息进行相对值匹配;a relative value matching unit, configured to perform relative value matching of the cell information and level information in the MR with the cell information and the level information acquired by the acquiring unit;

综合单元,用于针对所述每个栅格,根据所述绝对值匹配得到的数值、所述相对值匹配得到的数值、所述绝对值匹配的权重、所述相对值匹配的权重计算所述每个栅格的数值,所述数值表示所述每个栅格所代表的地理位置与终端位置的近似程度,所述终端位于所述数值最小的栅格中,所述地理信息用于确定出所述终端的位置。A comprehensive unit, for each grid, according to the value obtained by the absolute value matching, the value obtained by the relative value matching, the weight of the absolute value matching, and the weight of the relative value matching The numerical value of each grid, the numerical value indicates the degree of approximation between the geographic location represented by each grid and the location of the terminal, the terminal is located in the grid with the smallest numerical value, and the geographic information is used to determine The location of the terminal.

一种确定终端位置的系统,所述系统包括:A system for determining the location of a terminal, the system comprising:

确定终端位置的装置,与终端进行通信,用于获取接收电平数据库,所述接收电平数据库包括定位区域的每个栅格的特征信息,所述特征信息包括地理信息、小区信息以及电平信息;接收终端上报的测量报告MR;将所述MR中的小区信息以及电平信息与所述接收电平数据库中的小区信息以及电平信息进行绝对值匹配以及相对值匹配;针对所述每个栅格,根据所述绝对值匹配得到的数值、所述相对值匹配得到的数值、所述绝对值匹配的权重、所述相对值匹配的权重计算所述每个栅格的数值,所述数值表示所述每个栅格所代表的地理位置与终端位置的近似程度,所述终端位于所述数值最小的栅格中,所述地理信息用于确定出所述终端的位置。The device for determining the position of the terminal is used to communicate with the terminal to obtain a receiving level database, the receiving level database includes characteristic information of each grid in the positioning area, and the characteristic information includes geographical information, cell information and level information; receive the measurement report MR reported by the terminal; perform absolute value matching and relative value matching on the cell information and level information in the MR and the cell information and level information in the receiving level database; for each grids, and calculate the value of each grid according to the numerical value obtained by the absolute value matching, the numerical value obtained by the relative value matching, the weight of the absolute value matching, and the weight of the relative value matching, the The numerical value indicates the degree of approximation between the geographic location represented by each grid and the location of the terminal, the terminal is located in the grid with the smallest numerical value, and the geographic information is used to determine the location of the terminal.

可以看出,在本发明实施例中,结合了绝对值匹配与相对值匹配的结果,根据绝对值匹配的权重以及相对值匹配的权重,当无线网络环境较为稳定时,主要由绝对值匹配确定终端位置,当无线网络环境时变时,由相对值匹配的结果对绝对值匹配的结果进行补偿,从而可以极大提高确定终端位置的定位精度。It can be seen that in the embodiment of the present invention, the results of absolute value matching and relative value matching are combined, and according to the weight of absolute value matching and the weight of relative value matching, when the wireless network environment is relatively stable, it is mainly determined by absolute value matching For the terminal position, when the wireless network environment changes with time, the result of the absolute value matching is compensated by the result of the relative value matching, so that the positioning accuracy of determining the terminal position can be greatly improved.

附图说明Description of drawings

图1为本发明实施例一确定终端位置的方法示意图;FIG. 1 is a schematic diagram of a method for determining a terminal location according to Embodiment 1 of the present invention;

图2为本发明实施例二确定终端位置的方法示意图;FIG. 2 is a schematic diagram of a method for determining a terminal location according to Embodiment 2 of the present invention;

图3为本发明实施例三确定终端位置的方法示意图;FIG. 3 is a schematic diagram of a method for determining a terminal location according to Embodiment 3 of the present invention;

图4为本发明实施例三中的缩小定位区域示意图;FIG. 4 is a schematic diagram of a narrowed positioning area in Embodiment 3 of the present invention;

图5为本发明实施例四确定终端位置的方法示意图;FIG. 5 is a schematic diagram of a method for determining a terminal location according to Embodiment 4 of the present invention;

图6为本发明实施例五确定终端位置的方法示意图;FIG. 6 is a schematic diagram of a method for determining the location of a terminal according to Embodiment 5 of the present invention;

图7为本发明实施例六提供的装置结构示意图;Fig. 7 is a schematic structural diagram of the device provided by Embodiment 6 of the present invention;

图8为本发明实施例七提供的装置结构示意图。FIG. 8 is a schematic structural diagram of a device provided by Embodiment 7 of the present invention.

具体实施方式Detailed ways

为了使本发明实施例的特征、优点更加清楚,下面结合具体实施方式进行详细说明。In order to make the features and advantages of the embodiments of the present invention clearer, detailed descriptions will be given below in conjunction with specific implementation manners.

请参考图1,为本发明实施例一确定终端位置的方法示意图,可以包括以下步骤:Please refer to FIG. 1, which is a schematic diagram of a method for determining a terminal location according to Embodiment 1 of the present invention, which may include the following steps:

步骤101:获取接收电平数据库,所述接收电平数据库包括定位区域的每个栅格的特征信息,所述特征信息包括地理信息、小区信息以及电平信息;Step 101: Obtain a receiving level database, the receiving level database includes characteristic information of each grid in the positioning area, and the characteristic information includes geographical information, cell information and level information;

其中,所述定位区域是预先设定的定位业务可以应用的范围。所述栅格是对定位区域划分的单元格。Wherein, the positioning area is a range in which a preset positioning service can be applied. The grid is a cell that divides the positioning area.

步骤102:接收终端上报的测量报告MR;Step 102: receiving the measurement report MR reported by the terminal;

步骤103:将所述MR中的小区信息以及电平信息与所述接收电平数据库中的小区信息以及电平信息进行绝对值匹配以及相对值匹配;Step 103: Absolute value matching and relative value matching are performed between the cell information and level information in the MR and the cell information and level information in the receiving level database;

步骤104:针对所述每个栅格,根据所述绝对值匹配得到的数值、所述相对值匹配得到的数值、所述绝对值匹配的权重、所述相对值匹配的权重计算所述每个栅格的数值,所述数值表示所述每个栅格所代表的地理位置与终端位置的近似程度,所述终端位于所述数值最小的栅格中,所述地理信息用于确定出所述终端的位置。Step 104: For each grid, calculate each grid according to the value obtained by the absolute value match, the value obtained by the relative value match, the weight of the absolute value match, and the weight of the relative value match. The value of the grid, the value indicates the degree of approximation between the geographic location represented by each grid and the location of the terminal, the terminal is located in the grid with the smallest value, and the geographic information is used to determine the The location of the terminal.

可以看出,在本发明实施例中,结合了绝对值匹配与相对值匹配的结果,根据绝对值匹配的权重以及相对值匹配的权重,当无线网络环境较为稳定时,主要由绝对值匹配确定终端位置,当无线网络环境时变时,由相对值匹配的结果对绝对值匹配的结果进行补偿,从而可以极大提高确定终端位置的定位精度。It can be seen that in the embodiment of the present invention, the results of absolute value matching and relative value matching are combined, and according to the weight of absolute value matching and the weight of relative value matching, when the wireless network environment is relatively stable, it is mainly determined by absolute value matching For the terminal position, when the wireless network environment changes with time, the result of the absolute value matching is compensated by the result of the relative value matching, so that the positioning accuracy of determining the terminal position can be greatly improved.

请参考图2,为本发明实施例二确定终端位置的方法示意图,可以包括以下步骤:Please refer to FIG. 2, which is a schematic diagram of a method for determining the location of a terminal according to Embodiment 2 of the present invention, which may include the following steps:

步骤201:利用路测数据对无线网络的传播模型进行矫正;Step 201: Using the drive test data to correct the propagation model of the wireless network;

步骤202:利用矫正后的传播模型计算定位区域的信号电平分布;Step 202: Using the corrected propagation model to calculate the signal level distribution of the positioning area;

步骤203:根据计算结果建立基于预测的接收电平数据库;Step 203: Establishing a prediction-based reception level database according to the calculation result;

按照实际需要将定位区域划分为各个栅格,每个栅格的边长表示实际距离,上述基于预测的接收电平数据库以每个栅格为单位,记录了每个栅格所代表的位置信息,终端在该位置可以接收到的信号的电平强度以及终端可以接收到的信号所属的小区。例如:每个栅格的边长表示的实际距离为100m,则一个栅格表示实际区域为100m*100m的正方形。Divide the positioning area into grids according to actual needs, and the side length of each grid represents the actual distance. The above-mentioned reception level database based on prediction records the position information represented by each grid in units of each grid , the level strength of the signal that the terminal can receive at this location and the cell to which the signal that the terminal can receive belongs. For example: the actual distance represented by the side length of each grid is 100m, and one grid represents a square whose actual area is 100m*100m.

接收电平数据库的每条记录包括位置信息与该位置的小区标识以及终端在该位置可以接收到的信号电平强度的对应关系。Each record in the receiving level database includes a correspondence between location information, a cell identifier at the location, and a signal level strength that the terminal can receive at the location.

步骤201至步骤203可以由安装了专用软件的装置(例如:计算机)执行。Steps 201 to 203 can be executed by a device (such as a computer) installed with dedicated software.

步骤204:基站控制器接收终端上报的MR;Step 204: the base station controller receives the MR reported by the terminal;

步骤205:基站控制器根据MR对定位区域的每个栅格进行绝对值匹配以及相对值匹配;Step 205: The base station controller performs absolute value matching and relative value matching on each grid of the positioning area according to the MR;

下面分别对绝对值配置与相对值匹配进行详细说明。The following describes the absolute value configuration and relative value matching in detail.

(1)绝对值匹配(1) Absolute value matching

无线网络中的每个地理位置均具有唯一的特征信息,这些特征信息包括:地理信息、小区信息以及电平信息,具体地,特征信息包括:该地理位置的经纬度、终端在该地理位置可以接收到的信号所属的小区以及终端在该地理位置接收到的信号的电平强度。由于基站控制器接收到的MR中包括终端在一个地理位置接收到的信号所属的小区,故本发明实施例以MR中各小区的电平强度为基准,对各小区的电平强度以及定位区域内每个栅格的预测接收信号电平进行绝对值匹配。Each geographic location in the wireless network has unique feature information, and the feature information includes: geographic information, cell information, and power level information. Specifically, the feature information includes: the longitude and latitude of the geographic location, the terminal can receive The cell to which the received signal belongs and the level strength of the signal received by the terminal at the geographic location. Since the MR received by the base station controller includes the cell to which the signal received by the terminal at a geographic location belongs, the embodiment of the present invention uses the level strength of each cell in the MR as a reference, and the level strength of each cell and the positioning area Absolute value matching is performed on the predicted received signal level of each grid.

绝对值匹配以MR为基准,针对每个栅格,可以包括以下几个步骤:Absolute value matching is based on MR, and for each grid, it can include the following steps:

1、从栅格所对应的信息中查找是否包含MR中的服务小区的信息,如果包含,进入下一步骤2,否则,流程结束,或者,直接进入步骤3,比较MR的下一个信息;1. Find whether the information corresponding to the grid contains the information of the serving cell in the MR, if yes, go to the next step 2, otherwise, the process ends, or directly go to step 3, and compare the next information of the MR;

2、判决该栅格所对应的服务小区信号的电平强度跟MR中服务小区信号的电平强度的近似程度;2. Determine how similar the level strength of the serving cell signal corresponding to the grid is to the level strength of the serving cell signal in the MR;

判决过程可以依据以下几个原则:The judgment process can be based on the following principles:

(a)栅格的预测接收信号电平与MR中的接收信号电平越接近,则该栅格的特征与测量报告信息越接近。(a) The closer the predicted received signal level of a grid is to the received signal level in the MR, the closer the characteristic of the grid is to the measurement report information.

或(b)MR中服务小区对应的接收信号电平在绝对值匹配中的权重最大,其次是MR中服务小区的第一强邻区,其它邻区的权重依次递减。Or (b) the received signal level corresponding to the serving cell in MR has the largest weight in absolute value matching, followed by the first strong neighbor cell of the serving cell in MR, and the weights of other neighbor cells decrease in turn.

或(c)按照测量报告中小区的排列,如果栅格信息中对应找到的匹配的小区连续性越好,则与测量报告的匹配性越好。Or (c) according to the arrangement of the cells in the measurement report, if the continuity of the matching cells found in the grid information is better, the matching with the measurement report is better.

根据以上原则实现绝对值的匹配。其中原则c与原则a相比,对匹配结果的影响所起的作用更加明显,这样也较好地解决了实际无线网络环境是时变的问题。The absolute value matching is realized according to the above principles. Compared with principle a, principle c has a more obvious effect on the matching result, which also better solves the problem that the actual wireless network environment is time-varying.

3、从该栅格所对应的信息中查找是否包含MR中服务小区的第一强邻区的信息,如果包含,进入下一步骤,否则,流程结束,或者,比较MR中的下一个信息;3. From the information corresponding to the grid, find whether the information of the first strong neighbor cell of the serving cell in the MR is included, and if yes, proceed to the next step, otherwise, the process ends, or compare the next information in the MR;

4、利用上述原则判决该栅格所对应的第一强邻区信号的电平强度跟MR中第一强邻区信号的电平强度的近似程度,近似程度的判决原则与步骤2相同;4. Use the above principles to determine the degree of approximation between the level strength of the first strong neighboring cell signal corresponding to the grid and the level strength of the first strong neighboring cell signal in the MR. The principle of judging the degree of approximation is the same as step 2;

直到将MR中所有小区的信息都与该栅格所对应的信息进行了比较,再根据MR中所有小区比较的近似情况进行评估,当MR中所有小区与该栅格所对应的信息均一致时,可以用数值0表示绝对值匹配的结果,当没有一致的信息时,可以用数值1表示,当所有小区的信息中部分小区的信息一致时,可以用0至1之间的数值表示。Until the information of all the cells in the MR is compared with the information corresponding to the grid, and then evaluated according to the approximate situation of all the cells in the MR, when all the cells in the MR are consistent with the information corresponding to the grid , the value 0 can be used to represent the absolute value matching result, when there is no consistent information, it can be represented by a value 1, and when the information of some cells in all the cell information is consistent, it can be represented by a value between 0 and 1.

(2)相对值匹配(2) Relative value matching

由于工程参数、传播模型不准确等因素,使得绝对值匹配可能存在偏差。相对值匹配可以抵消绝对值匹配产生的偏差。这是因为:由于无线环境的时变特性,有时上报的MR并不能真实反映终端在网络位置中能够接收到信号的情况,比如:终端在瞬时未能接收到一个信号,但是终端在其它时刻就有可能接收到该信号。绝对值匹配无法识别出这种情况,而相对值匹配要同时使用来自两个小区的信号进行衡量,这样就可以从一定程度上避免无线环境瞬时变化带来的不准确性。Due to factors such as engineering parameters and inaccurate propagation models, there may be deviations in absolute value matching. Relative value matching can offset the bias produced by absolute value matching. This is because: due to the time-varying characteristics of the wireless environment, sometimes the reported MR cannot truly reflect the situation that the terminal can receive the signal in the network location. It is possible to receive the signal. Absolute value matching cannot identify this situation, while relative value matching needs to be measured using signals from two cells at the same time, so that inaccuracies caused by instantaneous changes in the wireless environment can be avoided to a certain extent.

本发明实施例进行相对值匹配包括:针对每个栅格,根据接收到的MR中各小区的接收信号电平,将终端服务小区的每个邻区接收信号电平除以服务小区接收信号电平得到第一组数值。将预测服务小区的每个邻区接收信号电平除以预测服务小区接收信号电平得到第二组数值。依据以下相对值匹配原则将第一组数值与第二组数值进行匹配。In the embodiment of the present invention, performing relative value matching includes: for each grid, according to the received signal level of each cell in the MR, dividing the received signal level of each adjacent cell of the serving cell of the terminal by the received signal level of the serving cell Ping to get the first set of values. Divide the received signal level of each neighboring cell of the predicted serving cell by the received signal level of the predicted serving cell to obtain the second set of values. Match the first set of values with the second set of values according to the following relative value matching principles.

相对值匹配的原则是:The principle of relative value matching is:

栅格预测的相对接收电平比与测量到的相对接收电平比越接近(即第一组数值与第二组数值越接近),该栅格作为定位点越合理。The closer the relative receiving level ratio predicted by the grid is to the measured relative receiving level ratio (that is, the closer the first group of values is to the second group of values), the more reasonable the grid is as an anchor point.

第一组数据与第二组数据匹配完后,针对每个栅格综合所有的匹配结果设置一个数值。After the first set of data is matched with the second set of data, a value is set for each grid to integrate all the matching results.

步骤206:基站控制器综合绝对值匹配与相对值匹配确定出终端位置所在的栅格。Step 206: The base station controller determines the grid where the terminal is located based on the absolute value matching and the relative value matching.

进行了绝对值匹配与相对值匹配之后,对定位区域内的每个栅格计算一个数值,该数值表示每个栅格所代表的地理位置与终端位置的近似程度,以cost表示该数值,每个栅格的cost值为:After performing absolute value matching and relative value matching, a value is calculated for each grid in the positioning area, which indicates the degree of approximation between the geographic location represented by each grid and the terminal position, and the value is represented by cost. The cost value of a raster is:

costi=α·Li1+β·Li2costi =α·Li1 +β·Li2

其中,costi为第i个栅格的cost值,Li1为第i个栅格为绝对值匹配设置的值,Li2为第i个栅格为相对值匹配设置的值,α为绝对值匹配的权重,β为相对值匹配的权重。如果预测接收电平数据库的精确度很高,即预测的数据与路测数值的近似程度大于预置门限,则α的值相对于β较大。如果预测接收电平数据库的精度不高,则β的值相对于α较大。Among them, costi is the cost value of the i-th grid, Li1 is the value set for the i-th grid for absolute value matching, Li2 is the value set for the i-th grid for relative value matching, and α is the absolute value Matching weight, β is the weight of relative value matching. If the accuracy of the predicted receiving level database is high, that is, the similarity between the predicted data and the drive test value is greater than the preset threshold, the value of α is larger than β. If the accuracy of the predicted reception level database is not high, the value of β is larger than that of α.

最后,在所有栅格的cost值中,将cost值最小的栅格所对应的地理位置确定为终端的位置。Finally, among the cost values of all the grids, the geographic location corresponding to the grid with the smallest cost value is determined as the location of the terminal.

在本发明实施例二中,绝对值匹配在无线网络环境较为稳定时具有较高的精度,因此,当无线网络环境较为稳定时,相对值匹配的权重可以设置较小的数值,绝对值匹配可以设置较大的数值,当无线网络环境不稳定时,相对值匹配的权重可以设置较大的数值,绝对值匹配可以设置较小的数值,通过相对值匹配的结果对绝对值匹配的结果进行补偿,从而,当无线网络环境不稳定时,通过本发明实施例仍然可以获得较高的确定终端位置的定位精度。In Embodiment 2 of the present invention, the absolute value matching has higher precision when the wireless network environment is relatively stable. Therefore, when the wireless network environment is relatively stable, the weight of the relative value matching can be set to a smaller value, and the absolute value matching can be Set a larger value. When the wireless network environment is unstable, the weight of relative value matching can be set to a larger value, and the weight of absolute value matching can be set to a smaller value. Compensate the result of absolute value matching through the result of relative value matching , so that when the wireless network environment is unstable, the embodiment of the present invention can still obtain high positioning accuracy for determining the position of the terminal.

可选地,还可以通过建立精度更高的接收电平数据库,或利用修正后的单位时间提前量(TA,Time Advance)的传播距离确定精度更高的定位区域来提高定位精度,或者建立精度更高的接收电平数据库的同时利用TA确定精度更高的定位区域来提高定位精度。Optionally, positioning accuracy can also be improved by establishing a receiving level database with higher accuracy, or using the corrected propagation distance per unit time advance (TA, Time Advance) to determine a location area with higher accuracy, or establishing an accuracy The higher receiving level database uses TA to determine the positioning area with higher accuracy to improve the positioning accuracy.

请参考图3,为本发明实施例三确定终端位置的方法示意图,可以包括以下步骤:Please refer to FIG. 3, which is a schematic diagram of a method for determining the location of a terminal according to Embodiment 3 of the present invention, which may include the following steps:

步骤301:工程师对定位区域进行路测;Step 301: The engineer conducts a drive test on the positioning area;

步骤302:安装了专门软件的计算机利用路测数据对传播模型进行矫正,并对单位TA的传播距离进行修正;Step 302: the computer with special software installed uses the drive test data to correct the propagation model and correct the propagation distance of the unit TA;

对传播模型进行矫正包括:将路测数据转换为连续波(CW,ContinuousWave)测试数据,利用CW测试数据对传播模型进行矫正。矫正后,对有路测数据的区域使用路测数据,没有路测数据的区域使用预测数据。Correcting the propagation model includes: converting drive test data into continuous wave (CW, Continuous Wave) test data, and correcting the propagation model by using the CW test data. After correction, the drive test data is used for the areas with drive test data, and the predicted data is used for the areas without drive test data.

MR中的TA可以辅助进行定位,即通过TA时长内的无线电波传播的距离来辅助定位。根据无线传播原理,单位TA对应的无线传播距离为:The TA in MR can assist in positioning, that is, the positioning can be assisted by the distance traveled by radio waves within the TA duration. According to the principle of wireless propagation, the wireless propagation distance corresponding to the unit TA is:

1/2*每比特时长*无线电波传播速度≈550m1/2*per bit duration*radio wave propagation speed≈550m

在实际的传播环境中,多径衰落使得一个TA时间的无线信号并不一定传播550m。如果在任何场景都对TA取值550m,势必影响定位的精度。因此,本发明实施例针对不同的场景、不同的定位区域,根据路测数据对单位TA的传播距离进行修正。In an actual propagation environment, multipath fading makes it impossible for a TA time wireless signal to propagate 550m. If the value of TA is set to 550m in any scene, it will inevitably affect the positioning accuracy. Therefore, the embodiment of the present invention corrects the propagation distance of the unit TA according to the drive test data for different scenarios and different positioning areas.

对单位TA的传播距离进行修正包括:一个MR包含一个TA,针对大量MR中的每个MR,利用MR中的TA计算出服务小区的基站到路测点的时间;计算出的时间乘以550m得到服务小区的基站到路测点的距离;对大量的TA以及分别得到的服务小区的基站到路测点的距离进行拟合,从而实现对单位TA的传播距离进行修正。The correction of the propagation distance of the unit TA includes: one MR contains one TA, and for each MR in a large number of MRs, the time from the base station of the serving cell to the road measurement point is calculated by using the TA in the MR; the calculated time is multiplied by 550m Obtain the distance from the base station of the serving cell to the road measurement point; fit a large number of TAs and the distances from the base station of the serving cell to the road measurement point respectively, so as to realize the correction of the propagation distance of the unit TA.

步骤303:该计算机根据矫正后的传播模型,利用路测数据以及预测数据建立接收电平数据库;Step 303: the computer uses the drive test data and prediction data to establish a receiving level database according to the corrected propagation model;

建立的接收电平数据库针对每个栅格,对路测数据进行离散平滑处理;然后基于以下原则进行预测:有路测数据的栅格用路测数据作为特征信息,没有路测数据的栅格通过预测出来的信息作为特征信息。The established receiving level database performs discrete smoothing processing on the drive test data for each grid; and then predicts based on the following principles: the grid with drive test data uses the drive test data as feature information, and the grid without drive test data The predicted information is used as feature information.

步骤304:基站控制器接收终端上报的MR;Step 304: the base station controller receives the MR reported by the terminal;

步骤305:基站控制器根据终端上报的MR中的TA缩小定位区域,并从该计算机获取接收电平数据库;Step 305: The base station controller narrows down the positioning area according to the TA in the MR reported by the terminal, and obtains the receiving level database from the computer;

缩小定位区域包括:基站控制器从该计算机中获取修正后的单位TA的传播距离,根据服务小区基站天线的方向性以及修正后的单位TA传播距离缩小定位区域。Narrowing down the positioning area includes: the base station controller obtains the corrected propagation distance per unit TA from the computer, and narrows down the positioning area according to the directionality of the base station antenna of the serving cell and the corrected propagation distance per unit TA.

下面以一个具体实例对缩小定位区域进行说明。The narrowing of the positioning area is described below with a specific example.

请参考图4,为本发明实施例三中的缩小定位区域示意图。在图4中,401为服务小区的基站,402至407均表示服务小区的有效邻区,408表示401的天线方向角。将MR的TA值乘以修正后的单位TA的传播距离得到第一距离,以401为原点,以第一距离为半径得到第一弧线409,将MR的TA值加上第一TA预设值得到第一TA值,将第一TA值乘以修正后的单位TA的传播距离得到第二距离,以401为原点,以第二距离为半径得到第二弧线410,将MR的TA值减去第二TA预设值得到第二TA值,将第二TA值乘以修正后的单位TA的传播距离得到第三距离,以401为原点,以第三距离为半径得到第三弧线411。第二弧线410与第三弧线411之间的区域为缩小后的定位区域。需要指出的是,第一TA预设值可以与第二TA预设值相同,也可以不同于第二TA预设值。由于第一TA预设值以及第二TA预设值的取值会影响定位区域的范围,因此,第一TA预设值和第二TA预设值的取值不仅要保证表示终端位置的定位点位于定位区域内,同时还要尽可能地缩小定位区域,以减少运算量。Please refer to FIG. 4 , which is a schematic diagram of the reduced positioning area in Embodiment 3 of the present invention. In FIG. 4 , 401 is the base station of the serving cell, 402 to 407 all represent effective neighboring cells of the serving cell, and 408 represents the antenna direction angle of 401 . Multiply the TA value of MR by the propagation distance of the corrected unit TA to obtain the first distance, take 401 as the origin, and use the first distance as the radius to obtain thefirst arc 409, add the TA value of MR to the first TA preset value to obtain the first TA value, multiply the first TA value by the corrected propagation distance of the unit TA to obtain the second distance, take 401 as the origin, and use the second distance as the radius to obtain thesecond arc 410, the TA value of MR Subtract the second TA preset value to get the second TA value, multiply the second TA value by the corrected unit TA propagation distance to get the third distance, take 401 as the origin, and use the third distance as the radius to get thethird arc 411. The area between thesecond arc 410 and thethird arc 411 is the reduced positioning area. It should be noted that the first TA preset value may be the same as the second TA preset value, or may be different from the second TA preset value. Since the values of the first TA preset value and the second TA preset value will affect the scope of the positioning area, the values of the first TA preset value and the second TA preset value must not only ensure the positioning of the terminal position The point is located in the positioning area, and the positioning area should be reduced as much as possible to reduce the amount of calculation.

例如:假设MR中的TA为2,修正后的单位TA的传播距离为500m,以401为原点,以1000m(2*500m=1000m)为半径,可以得到一条弧线,将2减去0.5得到1.5,以401为原点,以750m(1.5*500m=750m)为半径可以得到一条弧线,将2加上0.5得到2.5,以401为原点,以1250m(2.5*500m=1250m)为半径可以得到一条弧线,后得到的两条弧线之间的区域为定位区域。For example: Assuming that TA in MR is 2, the propagation distance of the corrected unit TA is 500m, with 401 as the origin and 1000m as the radius (2*500m=1000m), an arc can be obtained, and 2 is subtracted from 0.5 to get 1.5, take 401 as the origin and 750m (1.5*500m=750m) as the radius to get an arc, add 2 to 0.5 to get 2.5, take 401 as the origin and 1250m (2.5*500m=1250m) as the radius to get An arc, and the area between the two arcs is the positioning area.

步骤306:基站控制器在缩小后的定位区域内,根据接收到的MR以及该计算机建立的接收电平数据库,综合绝对值匹配与相对值匹配确定出终端位置所在的栅格。Step 306: The base station controller determines the grid where the terminal is located in the narrowed positioning area based on the received MR and the receiving level database established by the computer, through absolute value matching and relative value matching.

综合绝对值匹配与相对值匹配确定终端位置的方法与本发明实施例二相同,具体请参见本发明实施例二,不再赘述。The method for determining the location of the terminal by combining absolute value matching and relative value matching is the same as that in Embodiment 2 of the present invention. Please refer to Embodiment 2 of the present invention for details, and details are not repeated here.

可以看出,通过综合绝对值匹配以及相对值匹配提高了定位精度,进一步地,接收电平数据库中的数据由来自实际环境中路测数据以及预测数据组成,路测数据的精度高于预测数据,且预测数据是通过对传播模型矫正得到的,精度高于没有对传播模型矫正得到的预测数据,因此,可以提高确定终端位置的定位精度。并且,精度更高的定位区域同样提高了确定终端位置的定位精度。It can be seen that the positioning accuracy is improved by combining absolute value matching and relative value matching. Further, the data in the receiving level database is composed of drive test data and prediction data from the actual environment, and the accuracy of drive test data is higher than that of prediction data. In addition, the prediction data is obtained by correcting the propagation model, and its accuracy is higher than that obtained without correcting the propagation model. Therefore, the positioning accuracy for determining the position of the terminal can be improved. Moreover, the positioning area with higher accuracy also improves the positioning accuracy for determining the position of the terminal.

请参考图5,为本发明实施例四确定终端位置的方法示意图,可以包括以下步骤:Please refer to FIG. 5, which is a schematic diagram of a method for determining the location of a terminal according to Embodiment 4 of the present invention, which may include the following steps:

步骤501:工程师对定位区域进行路测;Step 501: The engineer conducts a drive test on the positioning area;

步骤502:安装了专门软件的计算机利用路测数据对传播模型进行矫正;Step 502: the computer with special software installed uses the drive test data to correct the propagation model;

对传播模型进行矫正的方法与本发明实施例三相同,不再赘述。The method of correcting the propagation model is the same as that in Embodiment 3 of the present invention, and will not be repeated here.

步骤503:该计算机根据矫正后的传播模型,利用路测数据以及预测数据建立接收电平数据库;Step 503: The computer uses the drive test data and prediction data to establish a receiving level database according to the corrected propagation model;

建立的接收电平数据库与本发明实施例三相同,不再赘述。The reception level database established is the same as that in the third embodiment of the present invention, and will not be repeated here.

步骤504:基站控制器接收终端上报的MR;Step 504: the base station controller receives the MR reported by the terminal;

步骤505:基站控制器从该计算机获取接收电平数据库;Step 505: The base station controller obtains the receiving level database from the computer;

步骤506:基站控制器根据接收到的MR以及该计算机建立的接收电平数据库,综合绝对值匹配与相对值匹配确定出终端位置所在的栅格。Step 506: The base station controller determines the grid where the terminal is located based on the received MR and the receiving level database established by the computer, and comprehensively matches the absolute value and the relative value.

综合绝对值匹配与相对值匹配确定终端位置的方法与本发明实施例二相同,具体请参见本发明实施例二,不再赘述。The method for determining the location of the terminal by combining absolute value matching and relative value matching is the same as that in Embodiment 2 of the present invention. Please refer to Embodiment 2 of the present invention for details, and details are not repeated here.

可以看出,在本发明实施例中,结合了绝对值匹配与相对值匹配的结果,根据绝对值匹配的权重以及相对值匹配的权重,当无线网络环境较为稳定时,主要由绝对值匹配确定终端位置,当无线网络环境时变时,由相对值匹配的结果对绝对值匹配的结果进行补偿,从而可以极大提高确定终端位置的定位精度。It can be seen that in the embodiment of the present invention, the results of absolute value matching and relative value matching are combined, and according to the weight of absolute value matching and the weight of relative value matching, when the wireless network environment is relatively stable, it is mainly determined by absolute value matching For the terminal position, when the wireless network environment changes with time, the result of the absolute value matching is compensated by the result of the relative value matching, so that the positioning accuracy of determining the terminal position can be greatly improved.

进一步地,接收电平数据库中的数据由来自实际环境中路测数据以及预测数据组成,路测数据的精度高于预测数据,因此,可以提高确定终端位置的定位精度。Further, the data in the receiving level database is composed of drive test data and prediction data from the actual environment, and the accuracy of the drive test data is higher than the prediction data, so the positioning accuracy of determining the terminal position can be improved.

请参考图6,为本发明实施例五确定终端位置的方法示意图,可以包括以下步骤:Please refer to FIG. 6, which is a schematic diagram of a method for determining the location of a terminal according to Embodiment 5 of the present invention, which may include the following steps:

步骤601:工程师对定位区域进行路测;Step 601: The engineer conducts a drive test on the positioning area;

步骤602:安装了专门软件的计算机利用路测数据对单位TA的传播距离进行修正,并利用路测数据对无线网络的传播模型进行矫正,利用矫正后的传播模型计算定位区域的信号电平分布,根据计算结果建立基于预测的接收电平数据库;Step 602: The computer with special software installed uses the drive test data to correct the propagation distance of the unit TA, and uses the drive test data to correct the propagation model of the wireless network, and uses the corrected propagation model to calculate the signal level distribution of the positioning area , according to the calculation results to establish a reception level database based on prediction;

对单位TA的传播距离进行修正的方法与本发明实施例三相同,不再赘述。The method of correcting the propagation distance of the unit TA is the same as that in Embodiment 3 of the present invention, and will not be repeated here.

步骤603:基站控制器接收终端上报的MR;Step 603: the base station controller receives the MR reported by the terminal;

步骤604:基站控制器根据终端上报的MR中的TA缩小定位区域;Step 604: The base station controller narrows down the positioning area according to the TA in the MR reported by the terminal;

基站控制器缩小定位区域的方法与本发明实施例三相同,不再赘述。The method for the base station controller to narrow down the positioning area is the same as that in Embodiment 3 of the present invention, and will not be repeated here.

步骤605:基站控制器在缩小后的定位区域内,根据接收到的MR以及获取的基于预测的接收电平数据库综合绝对值匹配与相对值匹配确定出终端位置所在的栅格。Step 605: The base station controller determines the grid where the terminal is located according to the received MR and the obtained prediction-based receiving level database through absolute value matching and relative value matching within the narrowed positioning area.

可以看出,在本发明实施例中,结合了绝对值匹配与相对值匹配的结果,根据绝对值匹配的权重以及相对值匹配的权重,当无线网络环境较为稳定时,主要由绝对值匹配确定终端位置,当无线网络环境时变时,由相对值匹配的结果对绝对值匹配的结果进行补偿,从而可以极大提高确定终端位置的定位精度。It can be seen that in the embodiment of the present invention, the results of absolute value matching and relative value matching are combined, and according to the weight of absolute value matching and the weight of relative value matching, when the wireless network environment is relatively stable, it is mainly determined by absolute value matching For the terminal position, when the wireless network environment changes with time, the result of the absolute value matching is compensated by the result of the relative value matching, so that the positioning accuracy of determining the terminal position can be greatly improved.

进一步地,缩小后的定位区域精度更高,同样提高了确定终端位置的定位精度。Further, the narrowed positioning area has higher accuracy, which also improves the positioning accuracy for determining the position of the terminal.

请参考图7,为本发明实施例六提供的装置结构示意图,可以包括:Please refer to Figure 7, which is a schematic diagram of the device structure provided by Embodiment 6 of the present invention, which may include:

获取单元701,用于获取接收电平数据库,所述接收电平数据库包括定位区域的每个栅格的特征信息,所述特征信息包括地理信息、小区信息以及电平信息;Theacquisition unit 701 is configured to acquire a reception level database, the reception level database includes characteristic information of each grid of the positioning area, and the characteristic information includes geographical information, cell information and level information;

接收单元702,用于接收终端上报的测量报告MR;The receivingunit 702 is configured to receive the measurement report MR reported by the terminal;

绝对值匹配单元703,用于将所述MR中的小区信息以及电平信息与所述获取单元701获取的所述小区信息以及所述电平信息进行绝对值匹配;an absolutevalue matching unit 703, configured to perform absolute value matching on the cell information and level information in the MR with the cell information and the level information acquired by the acquiringunit 701;

相对值匹配单元704,用于将所述MR中的小区信息以及电平信息与所述获取单元701获取的所述小区信息以及所述电平信息进行相对值匹配;a relativevalue matching unit 704, configured to perform relative value matching on the cell information and level information in the MR with the cell information and the level information acquired by the acquiringunit 701;

综合单元705,用于针对所述每个栅格,根据所述绝对值匹配得到的数值、所述相对值匹配得到的数值、所述绝对值匹配的权重、所述相对值匹配的权重计算所述每个栅格的数值,所述数值表示所述每个栅格所代表的地理位置与终端位置的近似程度,所述终端位于所述数值最小的栅格中,所述地理信息用于确定出所述终端的位置。Theintegration unit 705 is configured to calculate, for each grid, the value obtained by the absolute value matching, the value obtained by the relative value matching, the weight of the absolute value matching, and the weight of the relative value matching The numerical value of each grid, the numerical value indicates the degree of approximation between the geographic location represented by each grid and the location of the terminal, the terminal is located in the grid with the smallest numerical value, and the geographical information is used to determine out the location of the terminal.

可以看出,在本发明实施例中,结合了绝对值匹配与相对值匹配的结果,根据绝对值匹配的权重以及相对值匹配的权重,当无线网络环境较为稳定时,主要由绝对值匹配确定终端位置,当无线网络环境时变时,由相对值匹配的结果对绝对值匹配的结果进行补偿,从而可以极大提高确定终端位置的定位精度。It can be seen that in the embodiment of the present invention, the results of absolute value matching and relative value matching are combined, and according to the weight of absolute value matching and the weight of relative value matching, when the wireless network environment is relatively stable, it is mainly determined by absolute value matching For the terminal position, when the wireless network environment changes with time, the result of the absolute value matching is compensated by the result of the relative value matching, so that the positioning accuracy of determining the terminal position can be greatly improved.

请参考图8,为本发明实施例七提供的装置结构示意图,在图7的基础上,还可以包括:Please refer to FIG. 8, which is a schematic diagram of the device structure provided by Embodiment 7 of the present invention. On the basis of FIG. 7, it may also include:

缩小单元801,用于在所述接收单元702接收到MR之后,利用修正后的单位TA的传播距离缩小所述定位区域;A narrowing unit 801, configured to narrow down the positioning area by using the corrected propagation distance of the unit TA after the receivingunit 702 receives the MR;

所述绝对值匹配单元703用于在缩小后的定位区域内进行绝对值匹配,所述相对值匹配单元704用于在缩小后的定位区域内进行相对值匹配。The absolutevalue matching unit 703 is used for absolute value matching in the reduced positioning area, and the relativevalue matching unit 704 is used for relative value matching in the reduced positioning area.

所述装置可以是基站控制器。The apparatus may be a base station controller.

本发明实施例六还提供了一种确定终端位置的系统,所述系统包括:Embodiment 6 of the present invention also provides a system for determining the location of a terminal, and the system includes:

确定终端位置的装置,与终端进行通信,用于获取接收电平数据库,所述接收电平数据库包括定位区域的每个栅格的特征信息,所述特征信息包括地理信息、小区信息以及电平信息;接收终端上报的测量报告MR;将所述MR中的小区信息以及电平信息与所述接收电平数据库中的小区信息以及电平信息进行绝对值匹配以及相对值匹配;针对所述每个栅格,根据所述绝对值匹配得到的数值、所述相对值匹配得到的数值、所述绝对值匹配的权重、所述相对值匹配的权重计算所述每个栅格的数值,所述数值表示所述每个栅格所代表的地理位置与终端位置的近似程度,所述终端位于所述数值最小的栅格中,所述地理信息用于确定出所述终端的位置。The device for determining the position of the terminal is used to communicate with the terminal to obtain a receiving level database, the receiving level database includes characteristic information of each grid in the positioning area, and the characteristic information includes geographical information, cell information and level information; receive the measurement report MR reported by the terminal; perform absolute value matching and relative value matching on the cell information and level information in the MR and the cell information and level information in the receiving level database; for each grids, and calculate the value of each grid according to the numerical value obtained by the absolute value matching, the numerical value obtained by the relative value matching, the weight of the absolute value matching, and the weight of the relative value matching, the The numerical value indicates the degree of approximation between the geographic location represented by each grid and the location of the terminal, the terminal is located in the grid with the smallest numerical value, and the geographic information is used to determine the location of the terminal.

所述系统还包括:The system also includes:

安装了专门软件的装置,用于对单位TA的传播距离进行修正,并向所述确定终端位置的装置提供修正后的单位TA的传播距离,以使所述确定终端位置的装置利用所述修正后的单位TA的传播距离缩小所述定位区域;Means installed with specialized software for correcting the propagation distance per unit TA and providing the corrected propagation distance per unit TA to said means for determining the position of a terminal so that said means for determining the position of a terminal utilizes said correction After the propagation distance of the unit TA narrows the positioning area;

所述安装了专门软件的装置向所述确定终端位置的提供接收电平数据库,所述接收电平数据库针对所述每个栅格,使用路测数据作为有路测数据的栅格的特征信息,使用预测数据作为没有路测数据的栅格的特征信息。The device installed with special software provides a reception level database to the terminal position determination, and the reception level database uses drive test data as characteristic information of the grid with drive test data for each of the grids , using forecast data as feature information for rasters without drive test data.

最后,还需要说明的是,在本文中,诸如第一和第二等之类的关系术语仅仅用来将一个实体或者操作与另一个实体或操作区分开来,而不一定要求或者暗示这些实体或操作之间存在任何这种实际的关系或者顺序。而且,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、物品或者设备不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、物品或者设备所固有的要素。在没有更多限制的情况下,由语句“包括一个......”限定的要素,并不排除在包括所述要素的过程、方法、物品或者设备中还存在另外的相同要素。Finally, it should also be noted that in this text, relational terms such as first and second etc. are only used to distinguish one entity or operation from another, and do not necessarily require or imply that these entities or operations, any such actual relationship or order exists. Furthermore, the term "comprises", "comprises" or any other variation thereof is intended to cover a non-exclusive inclusion such that a process, method, article, or apparatus comprising a set of elements includes not only those elements, but also includes elements not expressly listed. other elements of or also include elements inherent in such a process, method, article, or device. Without further limitations, an element defined by the phrase "comprising a ..." does not exclude the presence of additional identical elements in the process, method, article or apparatus comprising said element.

通过以上的实施方式的描述,本领域的技术人员可以清楚地了解到本发明可借助软件加必需的硬件平台的方式来实现,当然也可以全部通过硬件来实施,但很多情况下前者是更佳的实施方式。基于这样的理解,本发明的技术方案对背景技术做出贡献的全部或者部分可以以软件产品的形式体现出来,该计算机软件产品可以存储在存储介质中,如ROM/RAM、磁碟、光盘等,包括若干指令用以使得一台计算机设备(可以是个人计算机,服务器,或者网络设备等)执行本发明各个实施例或者实施例的某些部分所述的方法。Through the description of the above embodiments, those skilled in the art can clearly understand that the present invention can be realized by means of software plus a necessary hardware platform, and of course all can be implemented by hardware, but in many cases the former is better implementation. Based on this understanding, all or part of the contribution made by the technical solution of the present invention to the background technology can be embodied in the form of software products, and the computer software products can be stored in storage media, such as ROM/RAM, magnetic disks, optical disks, etc. , including several instructions to make a computer device (which may be a personal computer, a server, or a network device, etc.) execute the methods described in various embodiments or some parts of the embodiments of the present invention.

以上对本发明进行了详细介绍,本文中应用了具体个例对本发明的原理及实施方式进行了阐述,以上实施例的说明只是用于帮助理解本发明的方法及其核心思想;同时,对于本领域的一般技术人员,依据本发明的思想,在具体实施方式及应用范围上均会有改变之处,综上所述,本说明书内容不应理解为对本发明的限制。The present invention has been described in detail above, and specific examples have been used herein to illustrate the principles and implementation modes of the present invention. The description of the above embodiments is only used to help understand the method of the present invention and its core idea; meanwhile, for the technical field Those of ordinary skill in the art will have changes in the specific implementation and scope of application according to the idea of the present invention. In summary, the contents of this specification should not be construed as limiting the present invention.

Claims (10)

CN2009101957048A2009-09-112009-09-11Method, device and system for determining terminal positionExpired - Fee RelatedCN101646201B (en)

Priority Applications (1)

Application NumberPriority DateFiling DateTitle
CN2009101957048ACN101646201B (en)2009-09-112009-09-11Method, device and system for determining terminal position

Applications Claiming Priority (1)

Application NumberPriority DateFiling DateTitle
CN2009101957048ACN101646201B (en)2009-09-112009-09-11Method, device and system for determining terminal position

Publications (2)

Publication NumberPublication Date
CN101646201A CN101646201A (en)2010-02-10
CN101646201Btrue CN101646201B (en)2011-11-16

Family

ID=41657864

Family Applications (1)

Application NumberTitlePriority DateFiling Date
CN2009101957048AExpired - Fee RelatedCN101646201B (en)2009-09-112009-09-11Method, device and system for determining terminal position

Country Status (1)

CountryLink
CN (1)CN101646201B (en)

Families Citing this family (25)

* Cited by examiner, † Cited by third party
Publication numberPriority datePublication dateAssigneeTitle
CN101888640A (en)*2010-07-092010-11-17广州杰赛科技股份有限公司Positioning method of city mobile station
CN102761960A (en)*2011-04-282012-10-31中国移动通信集团北京有限公司Method and device for positioning mobile terminal
CN103139902A (en)*2011-11-232013-06-05京信通信系统(中国)有限公司Wireless positioning method, device and system
CN103546963B (en)*2012-07-102016-09-14电信科学技术研究院Method and equipment for determining positioning information
CN103581982B (en)*2012-07-192018-02-02华为技术有限公司A kind of detection method of traffic hotspots, determine method, localization method and device
CN103916887B (en)*2012-12-312017-11-03中国移动通信集团浙江有限公司The adjacent area leakage localization method positioned based on grid
CN103763773B (en)*2014-01-292017-09-26上海大唐移动通信设备有限公司The localization method and device of a kind of mobile terminal
CN105182389A (en)*2014-03-262015-12-23马维尔国际有限公司Method for collecting positioning data by using user equipment and user equipment
CN105828429B (en)*2015-01-062019-11-12中国移动通信集团内蒙古有限公司 A method and system for identifying a terminal's belonging grid
CN106034355A (en)*2015-03-112016-10-19中国移动通信集团河北有限公司 A method and device for realizing user positioning
CN106658701B (en)*2015-10-292020-02-14华为技术有限公司Positioning method and device
CN106921978B (en)*2015-12-252020-06-02中国移动通信集团北京有限公司Position distribution determination method and device
CN107197518B (en)*2016-03-142020-01-17中国移动通信集团河南有限公司 A method and device for determining the location of a terminal
CN106658399B (en)*2016-08-302020-11-27北京电旗通讯技术股份有限公司Method for positioning mobile phone position based on mobile phone user position fingerprint
CN111212378B (en)*2016-11-202021-03-09上海朗帛通信技术有限公司Method and equipment in UE, base station and service center
CN108243451B (en)*2016-12-272021-07-16中国移动通信集团辽宁有限公司 A method and system for positioning in TD-LTE grid based on MR data
CN108271171B (en)*2016-12-312021-10-29中国移动通信集团辽宁有限公司 Method and device for building network status statistics
CN108401222B (en)*2017-02-082021-06-08中国移动通信集团安徽有限公司 Positioning method and device
CN106804046B (en)*2017-02-162019-12-03广州杰赛科技股份有限公司Mobile location method and device based on measurement report
CN106912061A (en)*2017-02-282017-06-30中国联合网络通信集团有限公司A kind of mobile terminal limit accesses the computational methods and device of distance
CN107155172A (en)*2017-04-012017-09-12广州逸信电子科技有限公司The alignment system and method for mobile subscriber
CN109246592B (en)*2017-06-152020-09-08中国移动通信集团浙江有限公司Method and device for acquiring position information of user terminal
CN107231615A (en)*2017-06-272017-10-03深圳市优网精蜂网络有限公司A kind of localization method and system based on network fingerprinting
CN109963287B (en)*2017-12-262022-04-01中国移动通信集团湖北有限公司Antenna direction angle optimization method, device, equipment and medium
CN114363805B (en)*2021-12-292024-04-30北京红山信息科技研究院有限公司Triangular positioning improvement method for correcting back point

Also Published As

Publication numberPublication date
CN101646201A (en)2010-02-10

Similar Documents

PublicationPublication DateTitle
CN101646201B (en)Method, device and system for determining terminal position
US10542519B2 (en)Terminal positioning method and network device
CN106658399B (en)Method for positioning mobile phone position based on mobile phone user position fingerprint
CN103179658B (en)Method for positioning by using wireless signals and positioning server
CN102333339B (en)Calibration method and device of coverage database
CN110881191B (en)Method, device and system for acquiring longitude and latitude of cell and storage medium
CN108243405A (en) A method for establishing a fingerprint database, a method and a device for positioning a measurement report MR
US9402188B2 (en)Geo-location error correction for small cell placement
RedondiRadio map interpolation using graph signal processing
JP2004260689A (en) Mobile terminal position calculation method, positioning system and position calculation device
JP5420070B2 (en) Method and system for determining the position of a wireless communication device moving within a cellular wireless communication network, and wireless communication device of a cellular wireless communication network
CN114430814A (en)Method, apparatus and computer program for user equipment positioning
CN111246364B (en)Cross-zone coverage assessment method and device
US20150087340A1 (en)Base station positioning apparatus, base station positioning method, and base station positioning program
CN100486355C (en)Method and apparatus for realizing mobile station positioning in radio communication system
CN103888975A (en)Base station latitude and longitude data verification method and system
CN103442432A (en)Fingerprint locating method and server
WO2013174013A1 (en)Method, server and system for determining site
CN104168647B (en)Method, system and the server positioned using a variety of location algorithms
CN101541079A (en)Traveling carriage positioning method
CN102369772A (en)Cellular network positioning method, service platform, positioning mobile bench and system
US20150257123A1 (en)Wireless access node calibration capability for improved mobile wireless device location accuracy
JP5595362B2 (en) Terminal position estimation system and terminal position estimation method
Tripkovic et al.Cluster density in crowdsourced mobile network measurements
CN116896787A (en)Terminal positioning method, device, equipment and storage medium

Legal Events

DateCodeTitleDescription
C06Publication
PB01Publication
C10Entry into substantive examination
SE01Entry into force of request for substantive examination
C14Grant of patent or utility model
GR01Patent grant
CF01Termination of patent right due to non-payment of annual fee
CF01Termination of patent right due to non-payment of annual fee

Granted publication date:20111116


[8]ページ先頭

©2009-2025 Movatter.jp