WO2016150084A1 - Method and apparatus for computing distance from mobile station to cell - Google Patents

Method and apparatus for computing distance from mobile station to cell Download PDF

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Publication number
WO2016150084A1
WO2016150084A1 PCT/CN2015/087557 CN2015087557W WO2016150084A1 WO 2016150084 A1 WO2016150084 A1 WO 2016150084A1 CN 2015087557 W CN2015087557 W CN 2015087557W WO 2016150084 A1 WO2016150084 A1 WO 2016150084A1
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Prior art keywords
cell
mobile station
preset
distance
formula
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PCT/CN2015/087557
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French (fr)
Chinese (zh)
Inventor
谭耀斌
马先才
胡鹏
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中兴通讯股份有限公司
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Publication of WO2016150084A1 publication Critical patent/WO2016150084A1/en

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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W64/00Locating users or terminals or network equipment for network management purposes, e.g. mobility management

Definitions

  • the present invention relates to the field of communications, and in particular, to a method and apparatus for calculating a distance from a mobile station to a cell.
  • wireless positioning technology is becoming more and more widely used, and the requirements are getting higher and higher. Whether it is the daily operation and maintenance of the telecom operator or the value-added service after the location of the individual user, the accuracy of measuring the distance from the mobile station to the cell is very high.
  • the accuracy of the distance value represented by the timing advance affects the positioning accuracy.
  • the distance represented by the unit time of some positioning systems is too large.
  • the timing advance of TA is GSM, and the measurement accuracy is about 554m.
  • One unit of deviation leads to a long deviation of positioning, which is not suitable for direct use.
  • the antenna feeder system and the mobile phone processing all occupy some time advancement, and the time advance amount obtained by most mobile stations represents a distance value greater than the distance value actually transmitted by the mobile station to the base station cell. Therefore, the accuracy of the distance from the mobile station to the cell estimated by the advance amount TA is not high.
  • Another way is to estimate the distance from the mobile station to the cell using the measured signal strength.
  • the signal strength is an unstable measurement item, the distance accuracy of the mobile station to the cell obtained by using the signal strength estimation is not too high.
  • the invention provides a method and a device for calculating a distance from a mobile station to a cell, and the main purpose is to solve the technical problem of how to accurately obtain the distance from the mobile station to the cell.
  • the present invention provides a method for calculating a mobile station to cell distance, the method comprising:
  • variable value includes at least a timing advance of the mobile station to the respective cells and/or a signal strength of the mobile stations that the respective cells can actually receive.
  • the step of fitting the preset link formula according to the distance from the mobile station to the preset cell and the preset variable value, and acquiring the parameter value in the link formula includes:
  • the set cell can actually receive the signal strength of the mobile station, fit a preset link formula, obtain a parameter value in the link formula, and/or;
  • the preset link formula is a linear fitting formula or a quadratic fitting curve formula or a cubic fitting curve formula or a polyline fitting formula.
  • the acquiring the variable value of the mobile station to the cell to be tested, calculating the mobile station to the cell to be tested according to the variable value of the cell to be tested and the parameter value in the link formula Distances include:
  • the link formula is based on a distance from the mobile station to the preset cell and a time advance of the mobile station to the preset set cell, acquiring the cell to be tested a time advance amount, calculating a distance of the mobile station to the to-be-tested cell according to a timing advance of the to-be-tested cell and a parameter value in the link formula, and/or;
  • the link formula is based on the distance from the mobile station to the preset cell and the signal strength of the preset cell that can actually receive the mobile station, according to the cell to be tested Receiving a signal strength of the mobile station and a parameter value in the link formula, calculating a distance of the mobile station to the cell to be tested, and/or;
  • the link formula is that the time advance according to the distance from the mobile station to the preset cell, the time advance of the mobile station to the preset set cell, and the preset cell may actually receive the
  • the corresponding link formula is selected according to the timing advance of the mobile station to the cell to be tested, and the signal strength and the selected chain of the mobile station are received according to the cell to be tested.
  • the parameter value in the road formula calculates the distance of the mobile station to the cell to be tested.
  • the present invention further provides an apparatus for calculating a distance from a mobile station to a cell, the apparatus comprising:
  • a first acquiring unit configured to separately acquire a distance from the mobile station to a preset cell, and pre- The variable value set first;
  • a second acquiring unit configured to: fit a preset link formula according to a distance of the mobile station to a preset cell and the preset variable value, and acquire a parameter value in the link formula;
  • a calculating unit configured to acquire a variable value of the mobile station to the cell to be tested, and calculate, according to the variable value of the cell to be tested and the parameter value in the link formula, the mobile station to the cell to be tested distance.
  • variable value includes at least a timing advance of the mobile station to the respective cells and/or a signal strength of the mobile stations that the respective cells can actually receive.
  • the second obtaining unit is configured to:
  • the set cell can actually receive the signal strength of the mobile station, fit a preset link formula, obtain a parameter value in the link formula, and/or;
  • the preset link formula is a linear fitting formula or a quadratic fitting curve formula or a cubic fitting curve formula or a polyline fitting formula.
  • the calculation unit is configured to:
  • the link formula is based on a distance from the mobile station to the preset cell and a time advance of the mobile station to the preset set cell, acquiring the cell to be tested a time advance amount, calculating a distance of the mobile station to the to-be-tested cell according to a timing advance of the to-be-tested cell and a parameter value in the link formula, and/or;
  • the link formula is based on the distance from the mobile station to the preset cell and the signal strength of the preset cell that can actually receive the mobile station, according to the cell to be tested Receiving a signal strength of the mobile station and a parameter value in the link formula, calculating a distance of the mobile station to the cell to be tested, and/or;
  • the link formula is that the time advance according to the distance from the mobile station to the preset cell, the time advance of the mobile station to the preset set cell, and the preset cell may actually receive the
  • the corresponding link formula is selected according to the timing advance of the mobile station to the cell to be tested, and the signal strength and the selected chain of the mobile station are received according to the cell to be tested.
  • the parameter value in the road formula calculates the distance of the mobile station to the cell to be tested.
  • the preset chain is matched according to the distance from the mobile station to the preset cell and the preset variable value.
  • a path formula obtaining a parameter value in the link formula, acquiring a variable value of the mobile station to the cell to be tested, and calculating the value according to the variable value of the cell to be tested and the parameter value in the link formula
  • FIG. 1 is a schematic flowchart of a first embodiment of a method for calculating a distance from a mobile station to a cell according to the present invention
  • FIG. 2 is a schematic diagram of functional modules of a first embodiment of a device for calculating a distance from a mobile station to a cell according to the present invention.
  • the present invention provides a method of calculating a mobile station to cell distance.
  • FIG. 1 is a schematic flowchart diagram of a first embodiment of a method for calculating a distance from a mobile station to a cell according to the present invention.
  • the method for calculating a mobile station to cell distance includes:
  • Step 101 Obtain a distance from the mobile station to a preset cell and a preset variable value respectively.
  • the method for obtaining the distance from the mobile station to the preset cell may be: establishing a model by using Global System for Mobile Communications (GSM) road test data, the road test data includes the latitude and longitude of each cell and the latitude and longitude of the mobile station, and GSM requires two The parameters are modeled to fit the curve.
  • the model can be built using CodeDivision Multiple Access (CDMA) drive test data. CDMA requires only one parameter to model the fitted curve.
  • GSM Global System for Mobile Communications
  • CDMA CodeDivision Multiple Access
  • the distance from the mobile station to each cell is calculated by using the distance formula.
  • the manner of obtaining the signal strength that the respective cells can actually receive the mobile station may be: establishing a model by using GSM road test data, where the road test data includes signal strength and work of each cell. Control, according to the signal strength and power control of each cell, calculate the signal strength that each cell can actually receive the mobile station.
  • Step 102 According to the distance from the mobile station to the preset cell and the preset variable value, fitting a preset link formula to obtain a parameter value in the link formula.
  • variable value includes at least a timing advance of the mobile station to the respective cells and/or a signal strength of the mobile stations that the respective cells can actually receive.
  • the method according to the distance of the mobile station to a preset cell and the preset variable value is used to fit a preset link formula, and obtain a parameter value in the link formula, including at least the following One:
  • the set cell can actually receive the signal strength of the mobile station, fit a preset link formula, and obtain a parameter value in the link formula
  • the distance value and the time advance TA value of the batch are input, and the fitting formula is calculated.
  • the linear formula and the quadratic fitting curve are directly calculated; if the data distribution is not uniform, the segments are divided, and the linear formula is respectively calculated to obtain a multi-line formula.
  • the fitting formula Enter the distance value of the batch and the actual acceptable signal strength value to calculate the fitting formula.
  • the linear formula and the quadratic fitting curve are directly calculated; if the data distribution is not uniform, the segments are divided, and the linear formula is respectively calculated to obtain a multi-line formula.
  • the fitting formula is calculated according to the TA value in the same case.
  • a separate link model can be separately made for each cell in the area; otherwise, it can be grouped by the cell radio environment or the cell coverage distance to make a universal link model.
  • the preset link formula is a linear fitting formula or a quadratic fitting curve formula or a cubic fitting curve formula or a polyline fitting formula.
  • Quadratic fitting curve formula: Y aX 2 +bX+c, a, b, c are the formula variables calculated by fitting;
  • Multi-polyline calculation process set X as the time advance amount, set Y value as the actual distance from the mobile station to the cell. According to the distribution of X, segment X, and then use the above linear fitting formula or quadratic formula for each segment. The curve formula or the cubic fitting curve formula is calculated. The following is an example of using each of the above linear fit formula calculations as an example:
  • Step 103 Acquire a variable value of the mobile station to the cell to be tested, and calculate a distance of the mobile station to the cell to be tested according to the variable value of the cell to be tested and the parameter value in the link formula.
  • the acquiring the variable value of the mobile station to the cell to be tested, calculating the mobile station to the cell to be tested according to the variable value of the cell to be tested and the parameter value in the link formula Distance including at least one of the following:
  • the link formula is based on a distance from the mobile station to the preset cell and a time advance of the mobile station to the preset set cell, acquiring the cell to be tested Calculating a distance of the mobile station to the cell to be tested according to the time advance of the cell to be tested and the parameter value in the link formula;
  • the link formula is based on the distance from the mobile station to the preset cell and the signal strength of the preset cell that can actually receive the mobile station, according to the cell to be tested Receiving a signal strength of the mobile station and a parameter value in the link formula, and calculating a distance of the mobile station to the cell to be tested;
  • the link formula is that the time advance according to the distance from the mobile station to the preset cell, the time advance of the mobile station to the preset set cell, and the preset cell may actually receive the
  • the corresponding link formula is selected according to the timing advance of the mobile station to the cell to be tested, and the signal strength and the selected chain of the mobile station are received according to the cell to be tested.
  • the parameter value in the road formula calculates the distance of the mobile station to the cell to be tested.
  • the distance value and the time advance TA value of the batch are input, and the fitting formula is calculated. Then, when calculating the distance of the cell to be tested, the time advance TA value of the cell to be tested is obtained, and the distance of the cell to be tested is obtained according to the TA value of the cell to be tested and a fitting formula.
  • the fitting formula is calculated, and when the distance of the cell to be tested is calculated, the actual acceptable signal strength value of the cell to be tested is obtained, according to the actual acceptable signal strength.
  • the value and the fitting formula are used to obtain the distance of the cell to be tested.
  • the fitting formula is calculated, and when the distance of the cell to be measured is calculated, the TA value and the signal strength value of the cell to be tested are obtained, and corresponding values are obtained according to the TA value.
  • a fitting formula is obtained, and the distance of the cell to be tested is obtained according to the fitting formula and the signal strength.
  • a method for calculating a distance from a mobile station to a base station cell by using a timing advance is provided.
  • the specific implementation steps of the CDMA wireless positioning are as follows:
  • the OneWayDelay value (time advance of CDMA) of the same mobile station is obtained from the matched MR and CDT data; the distance value of the batch and the OneWayDelay value are input, and the fitting formula is calculated. (When the data distribution is average, the linear formula and the quadratic fitting curve are directly calculated; if the data distribution is not uniform, the segments are divided and the linear formula is calculated to obtain the multi-line formula).
  • the formula is used as a link data model. If there are conditions, a separate link model can be separately made for each cell in the area; otherwise, it can be grouped by the cell radio environment or the cell coverage distance to make a universal link model.
  • the time advance required for positioning from the MR and CDT data and then pass the link model to obtain the distance from the mobile station to the reference cell; refer to the cell OneWayDelay, the incoming link model, The distance from the mobile station to the reference cell is obtained by the calculation formula; the OneWayDelay of the non-reference cell and the OneWayDelay of the reference cell are used to calculate the OneWayDelay of the non-reference cell, the incoming link model, and the distance from the mobile station to the non-reference cell is obtained by the calculation formula; And the above system, the method of establishing the model of the above road test data is also applicable to the A-GPS data.
  • CDMA uses the same positioning algorithm, based on a large number of drive test data, after applying the mobile station to cell distance method of the present invention, the positioning accuracy of the mobile station is improved a lot, and the positioning accuracy of the mobile station when it is far away from the cell is particularly obvious.
  • Another method for calculating the distance from the mobile station to the base station cell by means of time advancement, signal strength and power control, and the specific implementation steps of GSM wireless positioning are as follows:
  • the road test data includes the service cell time advancement TA (one scale is 554m), the signal strength of the serving cell and the neighboring cell, the power control, and the latitude and longitude of the mobile station.
  • the mobile station to cell distance is calculated by using the distance formula and the latitude and longitude of the mobile station and the latitude and longitude of the base station.
  • the actual acceptable signal strength of the mobile station is calculated
  • the formula is used as a link data model. If there are conditions, a separate link model can be separately made for each cell in the area; otherwise, it can be grouped by the cell radio environment or the cell coverage distance to make a universal link model.
  • the signal strength and power control of the serving cell calculate the actual acceptable signal strength of the mobile station, and combine the serving cell TA with the incoming link model to obtain the distance from the mobile station to the serving cell through the calculation formula.
  • the signal strength and power control of the neighboring area calculate the actual acceptable signal strength of the mobile station, and the incoming link model is used to calculate the distance from the mobile station to the serving cell.
  • the preset chain is matched according to the distance from the mobile station to the preset cell and the preset variable value.
  • a path formula obtaining a parameter value in the link formula, acquiring a variable value of the mobile station to the cell to be tested, and calculating the value according to the variable value of the cell to be tested and the parameter value in the link formula
  • Embodiments of the present invention also provide an apparatus for calculating a distance from a mobile station to a cell.
  • FIG. 2 is a schematic diagram of functional modules of a first embodiment of a device for calculating a distance from a mobile station to a cell according to the present invention.
  • the means for calculating the mobile station to cell distance includes:
  • a first acquiring unit 201 configured to separately acquire a distance from the mobile station to a preset cell and a preset variable value
  • the method for obtaining the distance from the mobile station to the preset cell may be: establishing a model by using GSM road test data, where the road test data includes latitude and longitude of each cell and latitude and longitude of the mobile station.
  • the distance from the mobile station to each cell is calculated by using the distance formula.
  • the method for obtaining the signal strength of the mobile station can be obtained by using the GSM road test data, where the road test data includes signal strength and power control of each cell, according to the signal strength of each cell.
  • the power control calculates the signal strength that each cell can actually receive the mobile station.
  • the second obtaining unit 202 is configured to: according to the distance from the mobile station to the preset cell and the preset variable value, fit a preset link formula, and obtain a parameter value in the link formula;
  • variable value includes at least a timing advance of the mobile station to the respective cells and/or a signal strength of the mobile stations that the respective cells can actually receive.
  • the second obtaining unit 202 is configured to:
  • the set cell can actually receive the signal strength of the mobile station, fit a preset link formula, obtain a parameter value in the link formula, and/or;
  • the distance value and the time advance TA value of the batch are input, and the fitting formula is calculated.
  • the linear formula and the quadratic fitting curve are directly calculated; if the data distribution is not uniform, the segments are divided, and the linear formula is respectively calculated to obtain a multi-line formula.
  • the fitting formula Enter the distance value of the batch and the actual acceptable signal strength value to calculate the fitting formula.
  • the linear formula and the quadratic fitting curve are directly calculated; if the data distribution is not uniform, the segments are divided, and the linear formula is respectively calculated to obtain a multi-line formula.
  • the fitting formula is calculated according to the TA value in the same case.
  • a separate link model can be separately made for each cell in the area; otherwise, it can be grouped by the cell radio environment or the cell coverage distance to make a universal link model.
  • the preset link formula is a linear fitting formula or a quadratic fitting curve formula or a cubic fitting curve formula or a polyline fitting formula.
  • Quadratic fitting curve formula: Y aX 2 +bX+c, a, b, c are the formula variables calculated by fitting;
  • Multi-polyline calculation process set X as the time advance amount, set Y value as the actual distance from the mobile station to the cell. According to the distribution of X, segment X, and then use the above linear fitting formula or quadratic formula for each segment. The curve formula or the cubic fitting curve formula is calculated. The following is an example of using each of the above linear fit formula calculations as an example:
  • the calculating unit 203 is configured to acquire a variable value of the mobile station to the cell to be tested, and calculate, according to the variable value of the cell to be tested and the parameter value in the link formula, the mobile station to the cell to be tested the distance.
  • the calculating unit 203 is configured to:
  • the link formula is based on a distance from the mobile station to the preset cell and a time advance of the mobile station to the preset set cell, acquiring the cell to be tested a time advance amount, calculating a distance of the mobile station to the to-be-tested cell according to a timing advance of the to-be-tested cell and a parameter value in the link formula, and/or;
  • the link formula is based on the distance from the mobile station to the preset cell and the signal strength of the preset cell that can actually receive the mobile station, according to the cell to be tested Receiving a signal strength of the mobile station and a parameter value in the link formula, calculating a distance of the mobile station to the cell to be tested, and/or;
  • the link formula is that the time advance according to the distance from the mobile station to the preset cell, the time advance of the mobile station to the preset set cell, and the preset cell may actually receive the
  • the corresponding link formula is selected according to the timing advance of the mobile station to the cell to be tested, and the signal strength and the selected chain of the mobile station are received according to the cell to be tested.
  • the parameter value in the road formula calculates the distance of the mobile station to the cell to be tested.
  • the distance value and the time advance TA value of the batch are input, and the fitting formula is calculated, when the distance of the cell to be measured is calculated, the time advance TA value of the cell to be tested is obtained, according to the cell to be tested.
  • the TA value and the fitting formula are used to obtain the distance of the cell to be tested.
  • the fitting formula is calculated, and when the distance of the cell to be tested is calculated, the actual acceptable signal strength value of the cell to be tested is obtained, according to the actual acceptable signal strength.
  • the value and the fitting formula are used to obtain the distance of the cell to be tested.
  • the fitting formula is calculated.
  • the TA value and the signal strength value of the cell to be tested are obtained, and a corresponding fitting formula is obtained according to the TA value, and the distance of the cell to be tested is obtained according to the fitting formula and the signal strength.
  • a method for calculating the distance from a mobile station to a base station cell by using a time advance amount and the specific implementation steps of the CDMA wireless positioning are as follows:
  • Do DT and DQT on the road near a certain cell and collect the road test data with the cell as the serving cell.
  • the latitude and longitude of the mobile station are obtained from the drive test data, and the latitude and longitude and direction angle of the cell are obtained from the engineering parameters, and the distance from the mobile station to the cell is calculated by using the distance formula.
  • the OneWayDelay value (time advance of CDMA) of the same mobile station is obtained from the matched MR and CDT data; the distance value of the batch and the OneWayDelay value are input, and the fitting formula is calculated. (When the data distribution is average, the linear formula and the quadratic fitting curve are directly calculated; if the data distribution is not uniform, the segments are divided and the linear formula is calculated to obtain the multi-line formula).
  • the formula is used as a link data model. If there are conditions, a separate link model can be separately made for each cell in the area; otherwise, it can be grouped by the cell radio environment or the cell coverage distance to make a universal link model.
  • the non-reference cell PNPhase and the reference cell's OneWayDelay calculate the OneWayDelay of the non-reference cell, the incoming link model, and obtain the distance from the mobile station to the non-reference cell by using the calculation formula; if the system is 3G or above, the above road test data is established. The same method applies to A-GPS data.
  • CDMA uses the same positioning algorithm, based on a large number of drive test data, after applying the method of calculating the mobile station to cell distance of the present invention, the positioning accuracy of the mobile station is improved a lot, and the distance of the mobile station is improved. The positioning accuracy of the cell is far more obvious when it is far away.
  • Another method for calculating the distance from the mobile station to the base station cell by means of time advancement, signal strength and power control, and the specific implementation steps of GSM wireless positioning are as follows:
  • the road test data includes the service cell time advancement TA (one scale is 554m), the signal strength of the serving cell and the neighboring cell, the power control, and the latitude and longitude of the mobile station.
  • the mobile station to cell distance is calculated by using the distance formula and the latitude and longitude of the mobile station and the latitude and longitude of the base station.
  • the actual acceptable signal strength of the mobile station is calculated; the distance value and TA value of the batch are input, and the fitting formula is calculated.
  • the data distribution is average, directly calculate the linear formula and the quadratic fitting curve; if the data distribution is not uniform, divide the segments, calculate the linear formula separately, and obtain the multi-line formula); input the distance value of the batch, the actual acceptable signal
  • the intensity value is calculated and the fitting formula is calculated.
  • the data distribution is average, directly calculate the linear formula and the quadratic fitting curve; if the data distribution is not uniform, divide the segments, calculate the linear formula separately, and obtain the multi-line formula); input the distance value, TA value and signal of the batch The intensity value is calculated and the fitting formula is calculated.
  • the formula is used as a link data model. If there are conditions, a separate link model can be separately made for each cell in the area; otherwise, it can be grouped by the cell radio environment or the cell coverage distance to make a universal link model.
  • the signal strength and power control of the serving cell calculate the actual acceptable signal of the mobile station Intensity, combined with the serving cell TA, the incoming link model, the distance from the mobile station to the serving cell is obtained by the calculation formula.
  • the signal strength and power control of the neighboring area calculate the actual acceptable signal strength of the mobile station, and the incoming link model is used to calculate the distance from the mobile station to the serving cell.
  • the embodiment of the present invention separately acquires the distance from the mobile station to the preset cell and advances And setting a variable value, fitting a preset link formula according to the distance from the mobile station to the preset cell and the preset variable value, acquiring a parameter value in the link formula, and acquiring the mobile Calculating the distance of the mobile station to the cell to be tested according to the variable value of the cell to be tested and the parameter value in the link formula, and accurately obtaining the mobile by using a fitting algorithm The distance from the station to the cell, so that the location of the mobile station can be accurately located.
  • embodiments of the present invention can be provided as a method, system, or computer program product. Accordingly, the present invention can take the form of a hardware embodiment, a software embodiment, or a combination of software and hardware. Moreover, the invention can take the form of a computer program product embodied on one or more computer-usable storage media (including but not limited to disk storage and optical storage, etc.) including computer usable program code.
  • the computer program instructions can also be stored in a computer readable memory that can direct a computer or other programmable data processing device to operate in a particular manner, such that the instructions stored in the computer readable memory produce an article of manufacture comprising the instruction device.
  • the device is implemented in a flow chart A function specified in a block or blocks of a process or multiple processes and/or block diagrams.
  • These computer program instructions can also be loaded onto a computer or other programmable data processing device such that a series of operational steps are performed on a computer or other programmable device to produce computer-implemented processing for execution on a computer or other programmable device.
  • the instructions provide steps for implementing the functions specified in one or more of the flow or in a block or blocks of a flow diagram.

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Abstract

Disclosed are a method and apparatus for computing a distance from a mobile station to a cell, wherein the method comprises: separately obtaining a distance from a mobile station to preset cells and a preset variable value; fitting a preset link formula according to the distance from the mobile station to the preset cells and the preset variable value, and obtaining parameter values in the link formula; and obtaining a variable value from the mobile station to a cell to be detected, and computing and obtaining, according to the variable value of the cell to be detected and the parameter values in the link formula, the distance from the mobile station to the cell to be detected.

Description

计算移动台到小区距离的方法及装置Method and device for calculating mobile station to cell distance 技术领域Technical field
本发明涉及通信领域,尤其涉及一种计算移动台到小区距离的方法及装置。The present invention relates to the field of communications, and in particular, to a method and apparatus for calculating a distance from a mobile station to a cell.
背景技术Background technique
随着无线网络的发展,无线定位技术应用越来越广泛,要求越来越高。无论是电信运营商日常运维,还是个人用户定位位置后的增值业务,要求测量移动台到小区距离的精度很高。With the development of wireless networks, wireless positioning technology is becoming more and more widely used, and the requirements are getting higher and higher. Whether it is the daily operation and maintenance of the telecom operator or the value-added service after the location of the individual user, the accuracy of measuring the distance from the mobile station to the cell is very high.
目前,一种方式是采用时间提前量TA估算移动台到小区的距离。例如,利用TOA(TimeofArrival),TDOA(TimeDifferenceofArrival)等算法定位,时间提前量代表的距离值的准确性影响定位精度。但某些定位系统时间提前量单位值代表的距离太大,如GSM的时间提前量TA,一个测量精度约为554m,偏差一个单位就导致定位偏差很远,不适合直接使用。而且,天馈系统、手机处理都会占用一些时间提前量,大部分移动台得到的时间提前量代表的距离值大于移动台实际到基站小区的距离值。因此,采用时间按提前量TA估算得到的移动台到小区的距离准确性不高。Currently, one way is to estimate the distance from the mobile station to the cell using the timing advance TA. For example, using TOA (TimeofArrival), TDOA (TimeDifference of Arrival) and other algorithm positioning, the accuracy of the distance value represented by the timing advance affects the positioning accuracy. However, the distance represented by the unit time of some positioning systems is too large. For example, the timing advance of TA is GSM, and the measurement accuracy is about 554m. One unit of deviation leads to a long deviation of positioning, which is not suitable for direct use. Moreover, the antenna feeder system and the mobile phone processing all occupy some time advancement, and the time advance amount obtained by most mobile stations represents a distance value greater than the distance value actually transmitted by the mobile station to the base station cell. Therefore, the accuracy of the distance from the mobile station to the cell estimated by the advance amount TA is not high.
另一种方式是采用测量的信号强度估算移动台到小区的距离,但由于信号强度属于不稳定测量项,因此,采用信号强度估算得到的移动台到小区的距离准确性也不太高。Another way is to estimate the distance from the mobile station to the cell using the measured signal strength. However, since the signal strength is an unstable measurement item, the distance accuracy of the mobile station to the cell obtained by using the signal strength estimation is not too high.
发明内容Summary of the invention
本发明提供一种计算移动台到小区距离的方法及装置,主要目的在于解决如何准确获取移动台到小区的距离的技术问题。 The invention provides a method and a device for calculating a distance from a mobile station to a cell, and the main purpose is to solve the technical problem of how to accurately obtain the distance from the mobile station to the cell.
为实现上述目的,本发明提供的一种计算移动台到小区距离的方法,所述方法包括:To achieve the above objective, the present invention provides a method for calculating a mobile station to cell distance, the method comprising:
分别获取移动台到预先设置的小区的距离以及预先设置的变量值;Obtaining the distance from the mobile station to the preset cell and the preset variable value respectively;
根据所述移动台到预先设置的小区的距离以及所述预先设置的变量值,拟合预先设置的链路公式,获取所述链路公式中的参数值;And according to the distance from the mobile station to the preset cell and the preset variable value, fitting a preset link formula to obtain a parameter value in the link formula;
获取所述移动台到待测小区的变量值,根据所述待测小区的变量值和所述链路公式中的参数值,计算所述移动台到所述待测小区的距离。Obtaining a variable value of the mobile station to the cell to be tested, and calculating a distance of the mobile station to the cell to be tested according to a variable value of the cell to be tested and a parameter value in the link formula.
优选地,所述变量值至少包括所述移动台到所述各个小区的时间提前量和/或所述各个小区实际可接收所述移动台的信号强度。Preferably, the variable value includes at least a timing advance of the mobile station to the respective cells and/or a signal strength of the mobile stations that the respective cells can actually receive.
优选地,所述根据所述移动台到预先设置的小区的距离以及所述预先设置的变量值,拟合预先设置的链路公式,获取所述链路公式中的参数值,包括:Preferably, the step of fitting the preset link formula according to the distance from the mobile station to the preset cell and the preset variable value, and acquiring the parameter value in the link formula, includes:
在获取移动台到预先设置的小区的距离以及所述移动台到所述预设设置的小区的时间提前量的情况下,根据所述移动台到所述预先设置的小区的距离以及所述移动台到所述预设设置的小区的时间提前量,拟合预先设置的链路公式,获取所述链路公式中的参数值,和/或;Obtaining a distance from the mobile station to the preset cell and the moving in a case of acquiring a distance from the mobile station to a preset cell and a time advance of the mobile station to the preset set cell a time advancement amount of the cell to the preset setting, fitting a preset link formula, obtaining a parameter value in the link formula, and/or;
在获取移动台到预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度的情况下,根据所述移动台到所述预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度,拟合预先设置的链路公式,获取所述链路公式中的参数值,和/或;And obtaining, according to the distance from the mobile station to the preset cell, and the foregoing, in a case of acquiring a distance from the mobile station to a preset cell and a signal strength of the mobile station that the preset cell can actually receive The set cell can actually receive the signal strength of the mobile station, fit a preset link formula, obtain a parameter value in the link formula, and/or;
在获取多组数据的情况下,获取所述多组数据中时间提前量相同时所述移动台到预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度;根据获取后的所述移动台到预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度得到所述链路公式中的参数值;分别获取所述多组数据中每个时间提前量对应的所述链 路公式中的参数值;其中,所述多组数据为移动台分别到多个预先设置的小区的距离、时间提前量和所述多个预先设置的小区实际可接收所述移动台的信号强度。Obtaining a distance of the mobile station to a preset cell when the time advance amount is the same in the multiple sets of data, and a signal strength that the preset cell can actually receive the mobile station, when acquiring a plurality of sets of data; Obtaining a parameter value in the link formula according to the obtained distance from the mobile station to a preset cell and the signal strength of the pre-set cell actually receiving the mobile station; acquiring the multiple sets of data respectively The chain corresponding to each time advance a parameter value in the road formula; wherein the plurality of sets of data are distances, time advancements, and actual signal strengths of the mobile station that the mobile station can respectively receive to the plurality of preset cells, and the plurality of preset cells .
优选地,所述预先设置的链路公式为线性拟合公式或者二次方拟合曲线公式或者三次方拟合曲线公式或者多折线拟合公式。Preferably, the preset link formula is a linear fitting formula or a quadratic fitting curve formula or a cubic fitting curve formula or a polyline fitting formula.
优选地,所述获取所述移动台到待测小区的变量值,根据所述待测小区的变量值和所述链路公式中的参数值,计算所述移动台到所述待测小区的距离,包括:Preferably, the acquiring the variable value of the mobile station to the cell to be tested, calculating the mobile station to the cell to be tested according to the variable value of the cell to be tested and the parameter value in the link formula Distances include:
在所述链路公式是根据所述移动台到所述预先设置的小区的距离以及所述移动台到所述预设设置的小区的时间提前量拟合的情况下,获取所述待测小区的时间提前量,根据所述待测小区的时间提前量和所述链路公式中的参数值,计算所述移动台到所述待测小区的距离,和/或;Obtaining, in the case that the link formula is based on a distance from the mobile station to the preset cell and a time advance of the mobile station to the preset set cell, acquiring the cell to be tested a time advance amount, calculating a distance of the mobile station to the to-be-tested cell according to a timing advance of the to-be-tested cell and a parameter value in the link formula, and/or;
在所述链路公式是根据所述移动台到所述预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度拟合的情况下,根据所述待测小区接收所述移动台的信号强度和所述链路公式中的参数值,计算所述移动台到所述待测小区的距离,和/或;In the case that the link formula is based on the distance from the mobile station to the preset cell and the signal strength of the preset cell that can actually receive the mobile station, according to the cell to be tested Receiving a signal strength of the mobile station and a parameter value in the link formula, calculating a distance of the mobile station to the cell to be tested, and/or;
在所述链路公式是根据所述移动台到所述预先设置的小区的距离、所述移动台到所述预设设置的小区的时间提前量和所述预先设置的小区实际可接收所述移动台的信号强度拟合的情况下,根据移动台到所述待测小区的时间提前量选择对应的链路公式,并根据所述待测小区接收所述移动台的信号强度和选择的链路公式中的参数值,计算所述移动台到所述待测小区的距离。The link formula is that the time advance according to the distance from the mobile station to the preset cell, the time advance of the mobile station to the preset set cell, and the preset cell may actually receive the In the case that the signal strength of the mobile station is fitted, the corresponding link formula is selected according to the timing advance of the mobile station to the cell to be tested, and the signal strength and the selected chain of the mobile station are received according to the cell to be tested. The parameter value in the road formula calculates the distance of the mobile station to the cell to be tested.
此外,为实现上述目的,本发明还提供一种计算移动台到小区距离的装置,所述装置包括:In addition, in order to achieve the above object, the present invention further provides an apparatus for calculating a distance from a mobile station to a cell, the apparatus comprising:
第一获取单元,用于分别获取移动台到预先设置的小区的距离以及预 先设置的变量值;a first acquiring unit, configured to separately acquire a distance from the mobile station to a preset cell, and pre- The variable value set first;
第二获取单元,用于根据所述移动台到预先设置的小区的距离以及所述预先设置的变量值,拟合预先设置的链路公式,获取所述链路公式中的参数值;a second acquiring unit, configured to: fit a preset link formula according to a distance of the mobile station to a preset cell and the preset variable value, and acquire a parameter value in the link formula;
计算单元,用于获取所述移动台到待测小区的变量值,根据所述待测小区的变量值和所述链路公式中的参数值,计算所述移动台到所述待测小区的距离。a calculating unit, configured to acquire a variable value of the mobile station to the cell to be tested, and calculate, according to the variable value of the cell to be tested and the parameter value in the link formula, the mobile station to the cell to be tested distance.
优选地,所述变量值至少包括所述移动台到所述各个小区的时间提前量和/或所述各个小区实际可接收所述移动台的信号强度。Preferably, the variable value includes at least a timing advance of the mobile station to the respective cells and/or a signal strength of the mobile stations that the respective cells can actually receive.
优选地,所述第二获取单元,用于:Preferably, the second obtaining unit is configured to:
在获取移动台到预先设置的小区的距离以及所述移动台到所述预设设置的小区的时间提前量的情况下,根据所述移动台到所述预先设置的小区的距离以及所述移动台到所述预设设置的小区的时间提前量,拟合预先设置的链路公式,获取所述链路公式中的参数值,和/或;Obtaining a distance from the mobile station to the preset cell and the moving in a case of acquiring a distance from the mobile station to a preset cell and a time advance of the mobile station to the preset set cell a time advancement amount of the cell to the preset setting, fitting a preset link formula, obtaining a parameter value in the link formula, and/or;
在获取移动台到预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度的情况下,根据所述移动台到所述预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度,拟合预先设置的链路公式,获取所述链路公式中的参数值,和/或;And obtaining, according to the distance from the mobile station to the preset cell, and the foregoing, in a case of acquiring a distance from the mobile station to a preset cell and a signal strength of the mobile station that the preset cell can actually receive The set cell can actually receive the signal strength of the mobile station, fit a preset link formula, obtain a parameter value in the link formula, and/or;
在获取多组数据的情况下,获取所述多组数据中时间提前量相同时所述移动台到预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度;根据获取后的所述移动台到预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度得到所述链路公式中的参数值;分别获取所述多组数据中每个时间提前量对应的所述链路公式中的参数值;其中,所述多组数据为移动台分别到多个预先设置的小区的距离、时间提前量和所述多个预先设置的小区实际可接收所述移动 台的信号强度。Obtaining a distance of the mobile station to a preset cell when the time advance amount is the same in the multiple sets of data, and a signal strength that the preset cell can actually receive the mobile station, when acquiring a plurality of sets of data; Obtaining a parameter value in the link formula according to the obtained distance from the mobile station to a preset cell and the signal strength of the pre-set cell actually receiving the mobile station; acquiring the multiple sets of data respectively a parameter value in the link formula corresponding to each time advance amount; wherein the plurality of sets of data are distances, timing advances, and the plurality of presets of the mobile station to the plurality of preset cells respectively The cell can actually receive the mobile The signal strength of the station.
优选地,所述预先设置的链路公式为线性拟合公式或者二次方拟合曲线公式或者三次方拟合曲线公式或者多折线拟合公式。Preferably, the preset link formula is a linear fitting formula or a quadratic fitting curve formula or a cubic fitting curve formula or a polyline fitting formula.
优选地,所述计算单元,用于:Preferably, the calculation unit is configured to:
在所述链路公式是根据所述移动台到所述预先设置的小区的距离以及所述移动台到所述预设设置的小区的时间提前量拟合的情况下,获取所述待测小区的时间提前量,根据所述待测小区的时间提前量和所述链路公式中的参数值,计算所述移动台到所述待测小区的距离,和/或;Obtaining, in the case that the link formula is based on a distance from the mobile station to the preset cell and a time advance of the mobile station to the preset set cell, acquiring the cell to be tested a time advance amount, calculating a distance of the mobile station to the to-be-tested cell according to a timing advance of the to-be-tested cell and a parameter value in the link formula, and/or;
在所述链路公式是根据所述移动台到所述预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度拟合的情况下,根据所述待测小区接收所述移动台的信号强度和所述链路公式中的参数值,计算所述移动台到所述待测小区的距离,和/或;In the case that the link formula is based on the distance from the mobile station to the preset cell and the signal strength of the preset cell that can actually receive the mobile station, according to the cell to be tested Receiving a signal strength of the mobile station and a parameter value in the link formula, calculating a distance of the mobile station to the cell to be tested, and/or;
在所述链路公式是根据所述移动台到所述预先设置的小区的距离、所述移动台到所述预设设置的小区的时间提前量和所述预先设置的小区实际可接收所述移动台的信号强度拟合的情况下,根据移动台到所述待测小区的时间提前量选择对应的链路公式,并根据所述待测小区接收所述移动台的信号强度和选择的链路公式中的参数值,计算所述移动台到所述待测小区的距离。The link formula is that the time advance according to the distance from the mobile station to the preset cell, the time advance of the mobile station to the preset set cell, and the preset cell may actually receive the In the case that the signal strength of the mobile station is fitted, the corresponding link formula is selected according to the timing advance of the mobile station to the cell to be tested, and the signal strength and the selected chain of the mobile station are received according to the cell to be tested. The parameter value in the road formula calculates the distance of the mobile station to the cell to be tested.
本发明实施例通过分别获取移动台到预先设置的小区的距离以及预先设置的变量值,根据所述移动台到预先设置的小区的距离以及所述预先设置的变量值,拟合预先设置的链路公式,获取所述链路公式中的参数值,获取所述移动台到待测小区的变量值,根据所述待测小区的变量值和所述链路公式中的参数值,计算所述移动台到所述待测小区的距离,通过拟合算法准确获取移动台到小区的距离,从而能准确定位移动台的位置。 In the embodiment of the present invention, by separately acquiring the distance from the mobile station to the preset cell and the preset variable value, the preset chain is matched according to the distance from the mobile station to the preset cell and the preset variable value. a path formula, obtaining a parameter value in the link formula, acquiring a variable value of the mobile station to the cell to be tested, and calculating the value according to the variable value of the cell to be tested and the parameter value in the link formula The distance from the mobile station to the cell to be tested is accurately obtained by the fitting algorithm to the distance from the mobile station to the cell, so that the location of the mobile station can be accurately located.
附图说明DRAWINGS
图1为本发明计算移动台到小区距离的方法第一实施例的流程示意图;1 is a schematic flowchart of a first embodiment of a method for calculating a distance from a mobile station to a cell according to the present invention;
图2为本发明计算移动台到小区距离的装置第一实施例的功能模块示意图。2 is a schematic diagram of functional modules of a first embodiment of a device for calculating a distance from a mobile station to a cell according to the present invention.
本发明目的的实现、功能特点及优点将结合实施例,参照附图做进一步说明。The implementation, functional features, and advantages of the present invention will be further described in conjunction with the embodiments.
具体实施方式detailed description
应当理解,此处所描述的具体实施例仅仅用以解释本发明,并不用于限定本发明。It is understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
本发明提供一种计算移动台到小区距离的方法。The present invention provides a method of calculating a mobile station to cell distance.
参照图1,图1为本发明计算移动台到小区距离的方法第一实施例的流程示意图。Referring to FIG. 1, FIG. 1 is a schematic flowchart diagram of a first embodiment of a method for calculating a distance from a mobile station to a cell according to the present invention.
在第一实施例中,该计算移动台到小区距离的方法包括:In a first embodiment, the method for calculating a mobile station to cell distance includes:
步骤101,分别获取移动台到预先设置的小区的距离以及预先设置的变量值;Step 101: Obtain a distance from the mobile station to a preset cell and a preset variable value respectively.
具体的,获取移动台到预先设置的小区的距离的方式可以为:利用全球移动通信系统(GlobalSystemforMobileCommunications,GSM)路测数据建立模型,路测数据包含各个小区经纬度和移动台经纬度,GSM需要两个参数做拟合曲线的模型。或者,可以利用码分多址(CodeDivisionMultipleAccess,CDMA)路测数据建立模型,CDMA仅需要一个参数做拟合曲线的模型。以下仅以GSM为例进行详细介绍。Specifically, the method for obtaining the distance from the mobile station to the preset cell may be: establishing a model by using Global System for Mobile Communications (GSM) road test data, the road test data includes the latitude and longitude of each cell and the latitude and longitude of the mobile station, and GSM requires two The parameters are modeled to fit the curve. Alternatively, the model can be built using CodeDivision Multiple Access (CDMA) drive test data. CDMA requires only one parameter to model the fitted curve. The following is only a detailed introduction of GSM as an example.
通过移动台经纬度,和各个小区经纬度,利用距离公式计算得到移动台到各个小区距离。Through the latitude and longitude of the mobile station, and the latitude and longitude of each cell, the distance from the mobile station to each cell is calculated by using the distance formula.
获取所述各个小区实际可接收所述移动台的信号强度的方式可以为:利用GSM路测数据建立模型,路测数据包含各个小区的信号强度以及功 控,根据所述各个小区的信号强度和功控,计算得到各个小区实际可接收所述移动台的信号强度。The manner of obtaining the signal strength that the respective cells can actually receive the mobile station may be: establishing a model by using GSM road test data, where the road test data includes signal strength and work of each cell. Control, according to the signal strength and power control of each cell, calculate the signal strength that each cell can actually receive the mobile station.
步骤102,根据所述移动台到预先设置的小区的距离以及所述预先设置的变量值,拟合预先设置的链路公式,获取所述链路公式中的参数值;Step 102: According to the distance from the mobile station to the preset cell and the preset variable value, fitting a preset link formula to obtain a parameter value in the link formula.
优选地,所述变量值至少包括所述移动台到所述各个小区的时间提前量和/或所述各个小区实际可接收所述移动台的信号强度。Preferably, the variable value includes at least a timing advance of the mobile station to the respective cells and/or a signal strength of the mobile stations that the respective cells can actually receive.
优选地,所述根据所述移动台到预先设置的小区的距离以及所述预先设置的变量值,拟合预先设置的链路公式,获取所述链路公式中的参数值,包括以下至少之一:Preferably, the method according to the distance of the mobile station to a preset cell and the preset variable value is used to fit a preset link formula, and obtain a parameter value in the link formula, including at least the following One:
在获取移动台到预先设置的小区的距离以及所述移动台到所述预设设置的小区的时间提前量的情况下,根据所述移动台到所述预先设置的小区的距离以及所述移动台到所述预设设置的小区的时间提前量,拟合预先设置的链路公式,获取所述链路公式中的参数值;Obtaining a distance from the mobile station to the preset cell and the moving in a case of acquiring a distance from the mobile station to a preset cell and a time advance of the mobile station to the preset set cell And the time advance amount of the cell set to the preset setting, fitting a preset link formula, and acquiring a parameter value in the link formula;
在获取移动台到预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度的情况下,根据所述移动台到所述预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度,拟合预先设置的链路公式,获取所述链路公式中的参数值;And obtaining, according to the distance from the mobile station to the preset cell, and the foregoing, in a case of acquiring a distance from the mobile station to a preset cell and a signal strength of the mobile station that the preset cell can actually receive The set cell can actually receive the signal strength of the mobile station, fit a preset link formula, and obtain a parameter value in the link formula;
在获取多组数据的情况下,获取所述多组数据中时间提前量相同时所述移动台到预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度;根据获取后的所述移动台到预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度得到所述链路公式中的参数值;分别获取所述多组数据中每个时间提前量对应的所述链路公式中的参数值;其中,所述多组数据为移动台分别到多个预先设置的小区的距离、时间提前量和所述多个预先设置的小区实际可接收所述移动台的信号强度。 Obtaining a distance of the mobile station to a preset cell when the time advance amount is the same in the multiple sets of data, and a signal strength that the preset cell can actually receive the mobile station, when acquiring a plurality of sets of data; Obtaining a parameter value in the link formula according to the obtained distance from the mobile station to a preset cell and the signal strength of the pre-set cell actually receiving the mobile station; acquiring the multiple sets of data respectively a parameter value in the link formula corresponding to each time advance amount; wherein the plurality of sets of data are distances, timing advances, and the plurality of presets of the mobile station to the plurality of preset cells respectively The cell can actually receive the signal strength of the mobile station.
具体的,输入批量的距离值、时间提前量TA值,计算出拟合公式。当数据分布平均时,直接计算线性公式、二次方拟合曲线;若数据分布不平均,划分区段,分别计算线性公式,得到多折线公式。Specifically, the distance value and the time advance TA value of the batch are input, and the fitting formula is calculated. When the data distribution is average, the linear formula and the quadratic fitting curve are directly calculated; if the data distribution is not uniform, the segments are divided, and the linear formula is respectively calculated to obtain a multi-line formula.
输入批量的距离值、实际可接受信号强度值,计算出拟合公式。当数据分布平均时,直接计算线性公式、二次方拟合曲线;若数据分布不平均,划分区段,分别计算线性公式,得到多折线公式。Enter the distance value of the batch and the actual acceptable signal strength value to calculate the fitting formula. When the data distribution is average, the linear formula and the quadratic fitting curve are directly calculated; if the data distribution is not uniform, the segments are divided, and the linear formula is respectively calculated to obtain a multi-line formula.
输入批量的距离值、TA值和信号强度值,计算出拟合公式。假设TA值有多个,则选取TA值为相同情况下对应的距离值和信号强度值,根据在该相同情况下的TA值,计算拟合公式。Enter the distance value, TA value and signal strength value of the batch to calculate the fitting formula. Assuming that there are multiple TA values, the distance value and the signal strength value corresponding to the same TA value are selected, and the fitting formula is calculated according to the TA value in the same case.
若有条件,可以分别对区域内的每个小区做单独链路模型;否则,可以以小区无线环境或小区覆盖距离分组,做一个通用链路模型。If there are conditions, a separate link model can be separately made for each cell in the area; otherwise, it can be grouped by the cell radio environment or the cell coverage distance to make a universal link model.
优选地,所述预先设置的链路公式为线性拟合公式或者二次方拟合曲线公式或者三次方拟合曲线公式或者多折线拟合公式。Preferably, the preset link formula is a linear fitting formula or a quadratic fitting curve formula or a cubic fitting curve formula or a polyline fitting formula.
具体的,拟合公式计算过程如下:Specifically, the calculation process of the fitting formula is as follows:
设置X为时间提前量,设置Y值为移动台到小区实际距离,批量处理数据,通过业界拟合方法如最小二乘法计算拟合公式。Set X to the time advance, set the Y value to the actual distance from the mobile station to the cell, process the data in batches, and calculate the fitting formula by industry fitting methods such as least squares method.
线性拟合公式:Y=aX+b,a、b就是通过拟合计算变量值;Linear fitting formula: Y=aX+b, a, b is the value of the variable calculated by fitting;
二次方拟合曲线公式:Y=aX2+bX+c,a、b、c就是通过拟合计算公式变量值;Quadratic fitting curve formula: Y=aX 2 +bX+c, a, b, c are the formula variables calculated by fitting;
三次方拟合曲线公式:Y=aX3+bX2+cX+d,a、b、c、d就是通过拟合计算变量值。The cubic fitting curve formula: Y = aX 3 + bX 2 + cX + d, a, b, c, d is the value of the variable calculated by fitting.
多折线计算过程:设置X为时间提前量,设置Y值为移动台到小区实际距离.根据X的分布情况,把X分段,然后每段都使用上述的线性拟合公式或者二次方拟合曲线公式或者三次方拟合曲线公式计算。以下以每段使用上述线性拟合公式计算为例进行说明: Multi-polyline calculation process: set X as the time advance amount, set Y value as the actual distance from the mobile station to the cell. According to the distribution of X, segment X, and then use the above linear fitting formula or quadratic formula for each segment. The curve formula or the cubic fitting curve formula is calculated. The following is an example of using each of the above linear fit formula calculations as an example:
如X分如下区段x0、x1、x2…xN,则公式If X is divided into the following segments x0, x1, x2...xN, then the formula
Y=a1X+b1(x0<=X<x1)Y=a1X+b1(x0<=X<x1)
Y=a2X+b2(x1<=X<x2)Y=a2X+b2(x1<=X<x2)
...
Y=aNX+bN(xN<=X<xN)Y=aNX+bN(xN<=X<xN)
步骤103,获取所述移动台到待测小区的变量值,根据所述待测小区的变量值和所述链路公式中的参数值,计算所述移动台到所述待测小区的距离。Step 103: Acquire a variable value of the mobile station to the cell to be tested, and calculate a distance of the mobile station to the cell to be tested according to the variable value of the cell to be tested and the parameter value in the link formula.
优选地,所述获取所述移动台到待测小区的变量值,根据所述待测小区的变量值和所述链路公式中的参数值,计算所述移动台到所述待测小区的距离,包括以下至少之一:Preferably, the acquiring the variable value of the mobile station to the cell to be tested, calculating the mobile station to the cell to be tested according to the variable value of the cell to be tested and the parameter value in the link formula Distance, including at least one of the following:
在所述链路公式是根据所述移动台到所述预先设置的小区的距离以及所述移动台到所述预设设置的小区的时间提前量拟合的情况下,获取所述待测小区的时间提前量,根据所述待测小区的时间提前量和所述链路公式中的参数值,计算所述移动台到所述待测小区的距离;Obtaining, in the case that the link formula is based on a distance from the mobile station to the preset cell and a time advance of the mobile station to the preset set cell, acquiring the cell to be tested Calculating a distance of the mobile station to the cell to be tested according to the time advance of the cell to be tested and the parameter value in the link formula;
在所述链路公式是根据所述移动台到所述预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度拟合的情况下,根据所述待测小区接收所述移动台的信号强度和所述链路公式中的参数值,计算所述移动台到所述待测小区的距离;In the case that the link formula is based on the distance from the mobile station to the preset cell and the signal strength of the preset cell that can actually receive the mobile station, according to the cell to be tested Receiving a signal strength of the mobile station and a parameter value in the link formula, and calculating a distance of the mobile station to the cell to be tested;
在所述链路公式是根据所述移动台到所述预先设置的小区的距离、所述移动台到所述预设设置的小区的时间提前量和所述预先设置的小区实际可接收所述移动台的信号强度拟合的情况下,根据移动台到所述待测小区的时间提前量选择对应的链路公式,并根据所述待测小区接收所述移动台的信号强度和选择的链路公式中的参数值,计算所述移动台到所述待测小区的距离。The link formula is that the time advance according to the distance from the mobile station to the preset cell, the time advance of the mobile station to the preset set cell, and the preset cell may actually receive the In the case that the signal strength of the mobile station is fitted, the corresponding link formula is selected according to the timing advance of the mobile station to the cell to be tested, and the signal strength and the selected chain of the mobile station are received according to the cell to be tested. The parameter value in the road formula calculates the distance of the mobile station to the cell to be tested.
具体的,假设输入批量的距离值、时间提前量TA值,计算出拟合公式, 则计算待测小区的距离时,获取该待测小区的时间提前量TA值,根据所述待测小区的TA值和拟合公式,获取该待测小区的距离。Specifically, it is assumed that the distance value and the time advance TA value of the batch are input, and the fitting formula is calculated. Then, when calculating the distance of the cell to be tested, the time advance TA value of the cell to be tested is obtained, and the distance of the cell to be tested is obtained according to the TA value of the cell to be tested and a fitting formula.
假设输入批量的距离值、实际可接受信号强度值,计算出拟合公式,则计算待测小区的距离时,获取该待测小区的实际可接受信号强度值,根据所述实际可接受信号强度值和拟合公式,获取该待测小区的距离。Assuming that the distance value of the batch is input and the actual acceptable signal strength value is calculated, the fitting formula is calculated, and when the distance of the cell to be tested is calculated, the actual acceptable signal strength value of the cell to be tested is obtained, according to the actual acceptable signal strength. The value and the fitting formula are used to obtain the distance of the cell to be tested.
假设输入批量的距离值、TA值和信号强度值,计算出拟合公式,则计算待测小区的距离时,获取该待测小区的TA值、信号强度值,根据所述TA值获取相应的拟合公式,根据该拟合公式和信号强度获取待测小区的距离。Assuming that the distance value, the TA value, and the signal strength value of the batch are input, the fitting formula is calculated, and when the distance of the cell to be measured is calculated, the TA value and the signal strength value of the cell to be tested are obtained, and corresponding values are obtained according to the TA value. A fitting formula is obtained, and the distance of the cell to be tested is obtained according to the fitting formula and the signal strength.
另外,本实施例中提供一种只靠时间提前量计算移动台到基站小区距离的方法,用CDMA无线定位说明其具体实施步骤如下:In addition, in this embodiment, a method for calculating a distance from a mobile station to a base station cell by using a timing advance is provided. The specific implementation steps of the CDMA wireless positioning are as follows:
在某小区附近道路做DT、DQT,采集以该小区为服务小区的路测数据;Do DT and DQT on the road near a certain cell, and collect the road test data with the cell as the serving cell;
利用路测数据建立时间提前量与实际距离的模型(可以看作一种拟合关系);Using the drive test data to establish a model of the time advance and the actual distance (can be regarded as a fitting relationship);
从路测数据中得到移动台经纬度,从工程参数中得到小区的经纬度、方向角,利用距离公式计算得到移动台到小区距离;Obtain the latitude and longitude of the mobile station from the road test data, obtain the latitude and longitude and direction angle of the cell from the engineering parameters, and calculate the distance from the mobile station to the cell by using the distance formula;
从配套MR、CDT数据中获取同时刻同移动台的OneWayDelay值(CDMA的时间提前量);输入批量的距离值、OneWayDelay值,计算出拟合公式。(当数据分布平均时,直接计算线性公式、二次方拟合曲线;若数据分布不平均,划分区段,分别计算线性公式,得到多折线公式)。The OneWayDelay value (time advance of CDMA) of the same mobile station is obtained from the matched MR and CDT data; the distance value of the batch and the OneWayDelay value are input, and the fitting formula is calculated. (When the data distribution is average, the linear formula and the quadratic fitting curve are directly calculated; if the data distribution is not uniform, the segments are divided and the linear formula is calculated to obtain the multi-line formula).
公式作为链路数据模型。若有条件,可以分别对区域内的每个小区做单独链路模型;否则,可以以小区无线环境或小区覆盖距离分组,做一个通用链路模型。The formula is used as a link data model. If there are conditions, a separate link model can be separately made for each cell in the area; otherwise, it can be grouped by the cell radio environment or the cell coverage distance to make a universal link model.
从MR、CDT数据获取定位所需的时间提前量,然后传入链路模型,获取移动台到参考小区的距离;参考小区OneWayDelay,传入链路模型, 通过计算公式得到移动台到参考小区的距离;非参考小区PNPhase和参考小区的OneWayDelay计算得到非参考小区的OneWayDelay,传入链路模型,通过计算公式得到移动台到非参考小区的距离;若是3G及以上制式,上述路测数据建立模型的方法,同样适用于A-GPS数据。Obtain the time advance required for positioning from the MR and CDT data, and then pass the link model to obtain the distance from the mobile station to the reference cell; refer to the cell OneWayDelay, the incoming link model, The distance from the mobile station to the reference cell is obtained by the calculation formula; the OneWayDelay of the non-reference cell and the OneWayDelay of the reference cell are used to calculate the OneWayDelay of the non-reference cell, the incoming link model, and the distance from the mobile station to the non-reference cell is obtained by the calculation formula; And the above system, the method of establishing the model of the above road test data is also applicable to the A-GPS data.
CDMA使用同样的定位算法,基于大量路测数据,应用了本发明的计算移动台到小区距离方法后,最后移动台定位精度提高很多,移动台距离小区较远时的定位精度提升尤为明显。CDMA uses the same positioning algorithm, based on a large number of drive test data, after applying the mobile station to cell distance method of the present invention, the positioning accuracy of the mobile station is improved a lot, and the positioning accuracy of the mobile station when it is far away from the cell is particularly obvious.
另一种靠时间提前量和信号强度、功控计算移动台到基站小区距离的方法,用GSM无线定位说明其具体实施步骤如下:Another method for calculating the distance from the mobile station to the base station cell by means of time advancement, signal strength and power control, and the specific implementation steps of GSM wireless positioning are as follows:
利用GSM路测数据建立模型;Modeling using GSM drive test data;
路测数据包含服务小区时间提前量TA(一个刻度是554m)、服务小区和邻区信号强度、功控,移动台经纬度。The road test data includes the service cell time advancement TA (one scale is 554m), the signal strength of the serving cell and the neighboring cell, the power control, and the latitude and longitude of the mobile station.
通过移动台经纬度,和基站小区经纬度,利用距离公式计算得到移动台到小区距离。The mobile station to cell distance is calculated by using the distance formula and the latitude and longitude of the mobile station and the latitude and longitude of the base station.
通过信号强度和功控,计算得到移动台实际可接受信号强度;Through the signal strength and power control, the actual acceptable signal strength of the mobile station is calculated;
输入批量的距离值、TA值,计算出拟合公式。(当数据分布平均时,直接计算线性公式、二次方拟合曲线;若数据分布不平均,划分区段,分别计算线性公式,得到多折线公式);Enter the distance value and TA value of the batch to calculate the fitting formula. (When the data distribution is average, directly calculate the linear formula and the quadratic fitting curve; if the data distribution is not even, divide the segments, calculate the linear formula separately, and obtain the multi-line formula);
输入批量的距离值、实际可接受信号强度值,计算出拟合公式。(当数据分布平均时,直接计算线性公式、二次方拟合曲线;若数据分布不平均,划分区段,分别计算线性公式,得到多折线公式);Enter the distance value of the batch and the actual acceptable signal strength value to calculate the fitting formula. (When the data distribution is average, directly calculate the linear formula and the quadratic fitting curve; if the data distribution is not even, divide the segments, calculate the linear formula separately, and obtain the multi-line formula);
输入批量的距离值、TA值和信号强度值,计算出拟合公式。Enter the distance value, TA value and signal strength value of the batch to calculate the fitting formula.
公式作为链路数据模型。若有条件,可以分别对区域内的每个小区做单独链路模型;否则,可以以小区无线环境或小区覆盖距离分组,做一个通用链路模型。 The formula is used as a link data model. If there are conditions, a separate link model can be separately made for each cell in the area; otherwise, it can be grouped by the cell radio environment or the cell coverage distance to make a universal link model.
从MR、CDT数据获取定位所需的时间提前量、信号强度和功控,然后传入链路模型,获取移动台到参考小区的距离;Obtaining the timing advance, signal strength and power control required for positioning from the MR and CDT data, and then transmitting the link model to obtain the distance from the mobile station to the reference cell;
服务小区信号强度和功控计算移动台实际可接受信号强度,结合服务小区TA,传入链路模型,通过计算公式得到移动台到服务小区的距离。The signal strength and power control of the serving cell calculate the actual acceptable signal strength of the mobile station, and combine the serving cell TA with the incoming link model to obtain the distance from the mobile station to the serving cell through the calculation formula.
邻区信号强度和功控计算移动台实际可接受信号强度,传入链路模型,通过计算公式得到移动台到服务小区的距离。The signal strength and power control of the neighboring area calculate the actual acceptable signal strength of the mobile station, and the incoming link model is used to calculate the distance from the mobile station to the serving cell.
本发明实施例通过分别获取移动台到预先设置的小区的距离以及预先设置的变量值,根据所述移动台到预先设置的小区的距离以及所述预先设置的变量值,拟合预先设置的链路公式,获取所述链路公式中的参数值,获取所述移动台到待测小区的变量值,根据所述待测小区的变量值和所述链路公式中的参数值,计算所述移动台到所述待测小区的距离,通过拟合算法准确获取移动台到小区的距离,从而能准确定位移动台的位置。In the embodiment of the present invention, by separately acquiring the distance from the mobile station to the preset cell and the preset variable value, the preset chain is matched according to the distance from the mobile station to the preset cell and the preset variable value. a path formula, obtaining a parameter value in the link formula, acquiring a variable value of the mobile station to the cell to be tested, and calculating the value according to the variable value of the cell to be tested and the parameter value in the link formula The distance from the mobile station to the cell to be tested is accurately obtained by the fitting algorithm to the distance from the mobile station to the cell, so that the location of the mobile station can be accurately located.
本发明实施例还提供一种计算移动台到小区距离的装置。Embodiments of the present invention also provide an apparatus for calculating a distance from a mobile station to a cell.
参照图2,图2为本发明计算移动台到小区距离的装置第一实施例的功能模块示意图。在第一实施例中,该计算移动台到小区距离的装置包括:Referring to FIG. 2, FIG. 2 is a schematic diagram of functional modules of a first embodiment of a device for calculating a distance from a mobile station to a cell according to the present invention. In the first embodiment, the means for calculating the mobile station to cell distance includes:
第一获取单元201,用于分别获取移动台到预先设置的小区的距离以及预先设置的变量值;a first acquiring unit 201, configured to separately acquire a distance from the mobile station to a preset cell and a preset variable value;
具体的,获取移动台到预先设置的小区的距离的方式可以为:利用GSM路测数据建立模型,路测数据包含各个小区经纬度和移动台经纬度。Specifically, the method for obtaining the distance from the mobile station to the preset cell may be: establishing a model by using GSM road test data, where the road test data includes latitude and longitude of each cell and latitude and longitude of the mobile station.
通过移动台经纬度,和各个小区经纬度,利用距离公式计算得到移动台到各个小区距离。Through the latitude and longitude of the mobile station, and the latitude and longitude of each cell, the distance from the mobile station to each cell is calculated by using the distance formula.
获取所述各个小区实际可接收所述移动台的信号强度的方式可以为:利用GSM路测数据建立模型,路测数据包含各个小区的信号强度以及功控,根据所述各个小区的信号强度和功控,计算得到各个小区实际可接收所述移动台的信号强度。 The method for obtaining the signal strength of the mobile station can be obtained by using the GSM road test data, where the road test data includes signal strength and power control of each cell, according to the signal strength of each cell. The power control calculates the signal strength that each cell can actually receive the mobile station.
第二获取单元202,用于根据所述移动台到预先设置的小区的距离以及所述预先设置的变量值,拟合预先设置的链路公式,获取所述链路公式中的参数值;The second obtaining unit 202 is configured to: according to the distance from the mobile station to the preset cell and the preset variable value, fit a preset link formula, and obtain a parameter value in the link formula;
优选地,所述变量值至少包括所述移动台到所述各个小区的时间提前量和/或所述各个小区实际可接收所述移动台的信号强度。Preferably, the variable value includes at least a timing advance of the mobile station to the respective cells and/or a signal strength of the mobile stations that the respective cells can actually receive.
优选地,所述第二获取单元202,用于:Preferably, the second obtaining unit 202 is configured to:
在获取移动台到预先设置的小区的距离以及所述移动台到所述预设设置的小区的时间提前量的情况下,根据所述移动台到所述预先设置的小区的距离以及所述移动台到所述预设设置的小区的时间提前量,拟合预先设置的链路公式,获取所述链路公式中的参数值,和/或;Obtaining a distance from the mobile station to the preset cell and the moving in a case of acquiring a distance from the mobile station to a preset cell and a time advance of the mobile station to the preset set cell a time advancement amount of the cell to the preset setting, fitting a preset link formula, obtaining a parameter value in the link formula, and/or;
在获取移动台到预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度的情况下,根据所述移动台到所述预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度,拟合预先设置的链路公式,获取所述链路公式中的参数值,和/或;And obtaining, according to the distance from the mobile station to the preset cell, and the foregoing, in a case of acquiring a distance from the mobile station to a preset cell and a signal strength of the mobile station that the preset cell can actually receive The set cell can actually receive the signal strength of the mobile station, fit a preset link formula, obtain a parameter value in the link formula, and/or;
在获取多组数据的情况下,获取所述多组数据中时间提前量相同时所述移动台到预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度;根据获取后的所述移动台到预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度得到所述链路公式中的参数值;分别获取所述多组数据中每个时间提前量对应的所述链路公式中的参数值;其中,所述多组数据为移动台分别到多个预先设置的小区的距离、时间提前量和所述多个预先设置的小区实际可接收所述移动台的信号强度。Obtaining a distance of the mobile station to a preset cell when the time advance amount is the same in the multiple sets of data, and a signal strength that the preset cell can actually receive the mobile station, when acquiring a plurality of sets of data; Obtaining a parameter value in the link formula according to the obtained distance from the mobile station to a preset cell and the signal strength of the pre-set cell actually receiving the mobile station; acquiring the multiple sets of data respectively a parameter value in the link formula corresponding to each time advance amount; wherein the plurality of sets of data are distances, timing advances, and the plurality of presets of the mobile station to the plurality of preset cells respectively The cell can actually receive the signal strength of the mobile station.
具体的,输入批量的距离值、时间提前量TA值,计算出拟合公式。当数据分布平均时,直接计算线性公式、二次方拟合曲线;若数据分布不平均,划分区段,分别计算线性公式,得到多折线公式。 Specifically, the distance value and the time advance TA value of the batch are input, and the fitting formula is calculated. When the data distribution is average, the linear formula and the quadratic fitting curve are directly calculated; if the data distribution is not uniform, the segments are divided, and the linear formula is respectively calculated to obtain a multi-line formula.
输入批量的距离值、实际可接受信号强度值,计算出拟合公式。当数据分布平均时,直接计算线性公式、二次方拟合曲线;若数据分布不平均,划分区段,分别计算线性公式,得到多折线公式。Enter the distance value of the batch and the actual acceptable signal strength value to calculate the fitting formula. When the data distribution is average, the linear formula and the quadratic fitting curve are directly calculated; if the data distribution is not uniform, the segments are divided, and the linear formula is respectively calculated to obtain a multi-line formula.
输入批量的距离值、TA值和信号强度值,计算出拟合公式。假设TA值有多个,则选取TA值为相同情况下对应的距离值和信号强度值,根据在该相同情况下的TA值,计算拟合公式。Enter the distance value, TA value and signal strength value of the batch to calculate the fitting formula. Assuming that there are multiple TA values, the distance value and the signal strength value corresponding to the same TA value are selected, and the fitting formula is calculated according to the TA value in the same case.
若有条件,可以分别对区域内的每个小区做单独链路模型;否则,可以以小区无线环境或小区覆盖距离分组,做一个通用链路模型。If there are conditions, a separate link model can be separately made for each cell in the area; otherwise, it can be grouped by the cell radio environment or the cell coverage distance to make a universal link model.
优选地,所述预先设置的链路公式为线性拟合公式或者二次方拟合曲线公式或者三次方拟合曲线公式或者多折线拟合公式。Preferably, the preset link formula is a linear fitting formula or a quadratic fitting curve formula or a cubic fitting curve formula or a polyline fitting formula.
具体的,拟合公式计算过程如下:Specifically, the calculation process of the fitting formula is as follows:
设置X为时间提前量,设置Y值为移动台到小区实际距离,批量处理数据,通过业界拟合方法如最小二乘法计算拟合公式。Set X to the time advance, set the Y value to the actual distance from the mobile station to the cell, process the data in batches, and calculate the fitting formula by industry fitting methods such as least squares method.
线性拟合公式:Y=aX+b,a、b就是通过拟合计算变量值;Linear fitting formula: Y=aX+b, a, b is the value of the variable calculated by fitting;
二次方拟合曲线公式:Y=aX2+bX+c,a、b、c就是通过拟合计算公式变量值;Quadratic fitting curve formula: Y=aX 2 +bX+c, a, b, c are the formula variables calculated by fitting;
三次方拟合曲线公式:Y=aX3+bX2+cX+d,a、b、c、d就是通过拟合计算变量值。The cubic fitting curve formula: Y = aX 3 + bX 2 + cX + d, a, b, c, d is the value of the variable calculated by fitting.
多折线计算过程:设置X为时间提前量,设置Y值为移动台到小区实际距离.根据X的分布情况,把X分段,然后每段都使用上述的线性拟合公式或者二次方拟合曲线公式或者三次方拟合曲线公式计算。以下以每段使用上述线性拟合公式计算为例进行说明:Multi-polyline calculation process: set X as the time advance amount, set Y value as the actual distance from the mobile station to the cell. According to the distribution of X, segment X, and then use the above linear fitting formula or quadratic formula for each segment. The curve formula or the cubic fitting curve formula is calculated. The following is an example of using each of the above linear fit formula calculations as an example:
如X分如下区段x0、x1、x2…xN,则公式If X is divided into the following segments x0, x1, x2...xN, then the formula
Y=a1X+b1(x0<=X<x1)Y=a1X+b1(x0<=X<x1)
Y=a2X+b2(x1<=X<x2)Y=a2X+b2(x1<=X<x2)
...
Y=aNX+bN(xN<=X<xN)Y=aNX+bN(xN<=X<xN)
计算单元203,用于获取所述移动台到待测小区的变量值,根据所述待测小区的变量值和所述链路公式中的参数值,计算所述移动台到所述待测小区的距离。The calculating unit 203 is configured to acquire a variable value of the mobile station to the cell to be tested, and calculate, according to the variable value of the cell to be tested and the parameter value in the link formula, the mobile station to the cell to be tested the distance.
优选地,所述计算单元203,用于:Preferably, the calculating unit 203 is configured to:
在所述链路公式是根据所述移动台到所述预先设置的小区的距离以及所述移动台到所述预设设置的小区的时间提前量拟合的情况下,获取所述待测小区的时间提前量,根据所述待测小区的时间提前量和所述链路公式中的参数值,计算所述移动台到所述待测小区的距离,和/或;Obtaining, in the case that the link formula is based on a distance from the mobile station to the preset cell and a time advance of the mobile station to the preset set cell, acquiring the cell to be tested a time advance amount, calculating a distance of the mobile station to the to-be-tested cell according to a timing advance of the to-be-tested cell and a parameter value in the link formula, and/or;
在所述链路公式是根据所述移动台到所述预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度拟合的情况下,根据所述待测小区接收所述移动台的信号强度和所述链路公式中的参数值,计算所述移动台到所述待测小区的距离,和/或;In the case that the link formula is based on the distance from the mobile station to the preset cell and the signal strength of the preset cell that can actually receive the mobile station, according to the cell to be tested Receiving a signal strength of the mobile station and a parameter value in the link formula, calculating a distance of the mobile station to the cell to be tested, and/or;
在所述链路公式是根据所述移动台到所述预先设置的小区的距离、所述移动台到所述预设设置的小区的时间提前量和所述预先设置的小区实际可接收所述移动台的信号强度拟合的情况下,根据移动台到所述待测小区的时间提前量选择对应的链路公式,并根据所述待测小区接收所述移动台的信号强度和选择的链路公式中的参数值,计算所述移动台到所述待测小区的距离。The link formula is that the time advance according to the distance from the mobile station to the preset cell, the time advance of the mobile station to the preset set cell, and the preset cell may actually receive the In the case that the signal strength of the mobile station is fitted, the corresponding link formula is selected according to the timing advance of the mobile station to the cell to be tested, and the signal strength and the selected chain of the mobile station are received according to the cell to be tested. The parameter value in the road formula calculates the distance of the mobile station to the cell to be tested.
具体的,假设输入批量的距离值、时间提前量TA值,计算出拟合公式,则计算待测小区的距离时,获取该待测小区的时间提前量TA值,根据所述待测小区的TA值和拟合公式,获取该待测小区的距离。Specifically, assuming that the distance value and the time advance TA value of the batch are input, and the fitting formula is calculated, when the distance of the cell to be measured is calculated, the time advance TA value of the cell to be tested is obtained, according to the cell to be tested. The TA value and the fitting formula are used to obtain the distance of the cell to be tested.
假设输入批量的距离值、实际可接受信号强度值,计算出拟合公式,则计算待测小区的距离时,获取该待测小区的实际可接受信号强度值,根据所述实际可接受信号强度值和拟合公式,获取该待测小区的距离。Assuming that the distance value of the batch is input and the actual acceptable signal strength value is calculated, the fitting formula is calculated, and when the distance of the cell to be tested is calculated, the actual acceptable signal strength value of the cell to be tested is obtained, according to the actual acceptable signal strength. The value and the fitting formula are used to obtain the distance of the cell to be tested.
假设输入批量的距离值、TA值和信号强度值,计算出拟合公式,则计 算待测小区的距离时,获取该待测小区的TA值、信号强度值,根据所述TA值获取相应的拟合公式,根据该拟合公式和信号强度获取待测小区的距离。Assume that the distance value, TA value, and signal strength value of the batch are input, and the fitting formula is calculated. When calculating the distance of the cell to be measured, the TA value and the signal strength value of the cell to be tested are obtained, and a corresponding fitting formula is obtained according to the TA value, and the distance of the cell to be tested is obtained according to the fitting formula and the signal strength.
一种只靠时间提前量计算移动台到基站小区距离的方法,用CDMA无线定位说明其具体实施步骤如下:A method for calculating the distance from a mobile station to a base station cell by using a time advance amount, and the specific implementation steps of the CDMA wireless positioning are as follows:
在某小区附近道路做DT、DQT,采集以该小区为服务小区的路测数据。Do DT and DQT on the road near a certain cell, and collect the road test data with the cell as the serving cell.
利用路测数据建立时间提前量与实际距离的模型(可以看作一种拟合关系):Using the drive test data to establish a model of the time advance and the actual distance (can be seen as a fitting relationship):
从路测数据中得到移动台经纬度,从工程参数中得到小区的经纬度、方向角,利用距离公式计算得到移动台到小区距离。The latitude and longitude of the mobile station are obtained from the drive test data, and the latitude and longitude and direction angle of the cell are obtained from the engineering parameters, and the distance from the mobile station to the cell is calculated by using the distance formula.
从配套MR、CDT数据中获取同时刻同移动台的OneWayDelay值(CDMA的时间提前量);输入批量的距离值、OneWayDelay值,计算出拟合公式。(当数据分布平均时,直接计算线性公式、二次方拟合曲线;若数据分布不平均,划分区段,分别计算线性公式,得到多折线公式)。The OneWayDelay value (time advance of CDMA) of the same mobile station is obtained from the matched MR and CDT data; the distance value of the batch and the OneWayDelay value are input, and the fitting formula is calculated. (When the data distribution is average, the linear formula and the quadratic fitting curve are directly calculated; if the data distribution is not uniform, the segments are divided and the linear formula is calculated to obtain the multi-line formula).
公式作为链路数据模型。若有条件,可以分别对区域内的每个小区做单独链路模型;否则,可以以小区无线环境或小区覆盖距离分组,做一个通用链路模型。The formula is used as a link data model. If there are conditions, a separate link model can be separately made for each cell in the area; otherwise, it can be grouped by the cell radio environment or the cell coverage distance to make a universal link model.
从MR、CDT数据获取定位所需的时间提前量,然后传入链路模型,获取移动台到参考小区的距离;参考小区OneWayDelay,传入链路模型,通过计算公式得到移动台到参考小区的距离;非参考小区PNPhase和参考小区的OneWayDelay计算得到非参考小区的OneWayDelay,传入链路模型,通过计算公式得到移动台到非参考小区的距离;若是3G及以上制式,上述路测数据建立模型的方法,同样适用于A-GPS数据。Obtain the time advance required for positioning from the MR and CDT data, and then input the link model to obtain the distance from the mobile station to the reference cell; refer to the cell OneWayDelay, the incoming link model, and obtain the mobile station to the reference cell by using the calculation formula. The non-reference cell PNPhase and the reference cell's OneWayDelay calculate the OneWayDelay of the non-reference cell, the incoming link model, and obtain the distance from the mobile station to the non-reference cell by using the calculation formula; if the system is 3G or above, the above road test data is established. The same method applies to A-GPS data.
CDMA使用同样的定位算法,基于大量路测数据,应用了本发明的计算移动台到小区距离方法后,最后移动台定位精度提高很多,移动台距离 小区较远时的定位精度提升尤为明显。CDMA uses the same positioning algorithm, based on a large number of drive test data, after applying the method of calculating the mobile station to cell distance of the present invention, the positioning accuracy of the mobile station is improved a lot, and the distance of the mobile station is improved. The positioning accuracy of the cell is far more obvious when it is far away.
另一种靠时间提前量和信号强度、功控计算移动台到基站小区距离的方法,用GSM无线定位说明其具体实施步骤如下:Another method for calculating the distance from the mobile station to the base station cell by means of time advancement, signal strength and power control, and the specific implementation steps of GSM wireless positioning are as follows:
利用GSM路测数据建立模型:Modeling using GSM drive test data:
路测数据包含服务小区时间提前量TA(一个刻度是554m)、服务小区和邻区信号强度、功控,移动台经纬度。The road test data includes the service cell time advancement TA (one scale is 554m), the signal strength of the serving cell and the neighboring cell, the power control, and the latitude and longitude of the mobile station.
通过移动台经纬度,和基站小区经纬度,利用距离公式计算得到移动台到小区距离。The mobile station to cell distance is calculated by using the distance formula and the latitude and longitude of the mobile station and the latitude and longitude of the base station.
通过信号强度和功控,计算得到移动台实际可接受信号强度;输入批量的距离值、TA值,计算出拟合公式。(当数据分布平均时,直接计算线性公式、二次方拟合曲线;若数据分布不平均,划分区段,分别计算线性公式,得到多折线公式);输入批量的距离值、实际可接受信号强度值,计算出拟合公式。(当数据分布平均时,直接计算线性公式、二次方拟合曲线;若数据分布不平均,划分区段,分别计算线性公式,得到多折线公式);输入批量的距离值、TA值和信号强度值,计算出拟合公式。Through the signal strength and power control, the actual acceptable signal strength of the mobile station is calculated; the distance value and TA value of the batch are input, and the fitting formula is calculated. (When the data distribution is average, directly calculate the linear formula and the quadratic fitting curve; if the data distribution is not uniform, divide the segments, calculate the linear formula separately, and obtain the multi-line formula); input the distance value of the batch, the actual acceptable signal The intensity value is calculated and the fitting formula is calculated. (When the data distribution is average, directly calculate the linear formula and the quadratic fitting curve; if the data distribution is not uniform, divide the segments, calculate the linear formula separately, and obtain the multi-line formula); input the distance value, TA value and signal of the batch The intensity value is calculated and the fitting formula is calculated.
公式作为链路数据模型。若有条件,可以分别对区域内的每个小区做单独链路模型;否则,可以以小区无线环境或小区覆盖距离分组,做一个通用链路模型。The formula is used as a link data model. If there are conditions, a separate link model can be separately made for each cell in the area; otherwise, it can be grouped by the cell radio environment or the cell coverage distance to make a universal link model.
从MR、CDT数据获取定位所需的时间提前量、信号强度和功控,然后传入链路模型,获取移动台到参考小区的距离;服务小区信号强度和功控计算移动台实际可接受信号强度,结合服务小区TA,传入链路模型,通过计算公式得到移动台到服务小区的距离。Obtain the time advancement, signal strength and power control required for positioning from MR and CDT data, and then input the link model to obtain the distance from the mobile station to the reference cell; the signal strength and power control of the serving cell calculate the actual acceptable signal of the mobile station Intensity, combined with the serving cell TA, the incoming link model, the distance from the mobile station to the serving cell is obtained by the calculation formula.
邻区信号强度和功控计算移动台实际可接受信号强度,传入链路模型,通过计算公式得到移动台到服务小区的距离。The signal strength and power control of the neighboring area calculate the actual acceptable signal strength of the mobile station, and the incoming link model is used to calculate the distance from the mobile station to the serving cell.
本发明实施例通过分别获取移动台到预先设置的小区的距离以及预先 设置的变量值,根据所述移动台到预先设置的小区的距离以及所述预先设置的变量值,拟合预先设置的链路公式,获取所述链路公式中的参数值,获取所述移动台到待测小区的变量值,根据所述待测小区的变量值和所述链路公式中的参数值,计算所述移动台到所述待测小区的距离,通过拟合算法准确获取移动台到小区的距离,从而能准确定位移动台的位置。The embodiment of the present invention separately acquires the distance from the mobile station to the preset cell and advances And setting a variable value, fitting a preset link formula according to the distance from the mobile station to the preset cell and the preset variable value, acquiring a parameter value in the link formula, and acquiring the mobile Calculating the distance of the mobile station to the cell to be tested according to the variable value of the cell to be tested and the parameter value in the link formula, and accurately obtaining the mobile by using a fitting algorithm The distance from the station to the cell, so that the location of the mobile station can be accurately located.
以上仅为本发明的优选实施例,并非因此限制本发明的专利范围,凡是利用本发明说明书及附图内容所作的等效结构或等效流程变换,或直接或间接运用在其他相关的技术领域,均同理包括在本发明的专利保护范围内。The above are only the preferred embodiments of the present invention, and are not intended to limit the scope of the invention, and the equivalent structure or equivalent process transformations made by the description of the present invention and the drawings are directly or indirectly applied to other related technical fields. The same is included in the scope of patent protection of the present invention.
本领域内的技术人员应明白,本发明的实施例可提供为方法、系统、或计算机程序产品。因此,本发明可采用硬件实施例、软件实施例、或结合软件和硬件方面的实施例的形式。而且,本发明可采用在一个或多个其中包含有计算机可用程序代码的计算机可用存储介质(包括但不限于磁盘存储器和光学存储器等)上实施的计算机程序产品的形式。Those skilled in the art will appreciate that embodiments of the present invention can be provided as a method, system, or computer program product. Accordingly, the present invention can take the form of a hardware embodiment, a software embodiment, or a combination of software and hardware. Moreover, the invention can take the form of a computer program product embodied on one or more computer-usable storage media (including but not limited to disk storage and optical storage, etc.) including computer usable program code.
本发明是参照根据本发明实施例的方法、设备(系统)、和计算机程序产品的流程图和/或方框图来描述的。应理解可由计算机程序指令实现流程图和/或方框图中的每一流程和/或方框、以及流程图和/或方框图中的流程和/或方框的结合。可提供这些计算机程序指令到通用计算机、专用计算机、嵌入式处理机或其他可编程数据处理设备的处理器以产生一个机器,使得通过计算机或其他可编程数据处理设备的处理器执行的指令产生用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的装置。The present invention has been described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (system), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flowchart illustrations and/or FIG. These computer program instructions can be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing device to produce a machine for the execution of instructions for execution by a processor of a computer or other programmable data processing device. Means for implementing the functions specified in one or more of the flow or in a block or blocks of the flow chart.
这些计算机程序指令也可存储在能引导计算机或其他可编程数据处理设备以特定方式工作的计算机可读存储器中,使得存储在该计算机可读存储器中的指令产生包括指令装置的制造品,该指令装置实现在流程图一个 流程或多个流程和/或方框图一个方框或多个方框中指定的功能。The computer program instructions can also be stored in a computer readable memory that can direct a computer or other programmable data processing device to operate in a particular manner, such that the instructions stored in the computer readable memory produce an article of manufacture comprising the instruction device. The device is implemented in a flow chart A function specified in a block or blocks of a process or multiple processes and/or block diagrams.
这些计算机程序指令也可装载到计算机或其他可编程数据处理设备上,使得在计算机或其他可编程设备上执行一系列操作步骤以产生计算机实现的处理,从而在计算机或其他可编程设备上执行的指令提供用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的步骤。These computer program instructions can also be loaded onto a computer or other programmable data processing device such that a series of operational steps are performed on a computer or other programmable device to produce computer-implemented processing for execution on a computer or other programmable device. The instructions provide steps for implementing the functions specified in one or more of the flow or in a block or blocks of a flow diagram.
以上所述,仅为本发明的较佳实施例而已,并非用于限定本发明的保护范围。 The above is only the preferred embodiment of the present invention and is not intended to limit the scope of the present invention.

Claims (10)

  1. 一种计算移动台到小区距离的方法,所述方法包括:A method for calculating a mobile station to cell distance, the method comprising:
    分别获取移动台到预先设置的小区的距离、以及预先设置的变量值;Obtaining a distance from the mobile station to the preset cell and a preset variable value respectively;
    根据所述移动台到预先设置的小区的距离、以及所述预先设置的变量值,拟合预先设置的链路公式,获取所述链路公式中的参数值;And according to the distance from the mobile station to the preset cell and the preset variable value, fitting a preset link formula to obtain a parameter value in the link formula;
    获取所述移动台到待测小区的变量值,根据所述待测小区的变量值和所述链路公式中的参数值,计算得到所述移动台到所述待测小区的距离。Obtaining a variable value of the mobile station to the cell to be tested, and calculating a distance of the mobile station to the cell to be tested according to the variable value of the cell to be tested and the parameter value in the link formula.
  2. 根据权利要求1所述的方法,其中,所述变量值至少包括:所述移动台到所述各个小区的时间提前量和/或所述各个小区实际可接收所述移动台的信号强度。The method of claim 1, wherein the variable value comprises at least: a timing advance of the mobile station to the respective cells and/or a signal strength at which the respective cells can actually receive the mobile station.
  3. 根据权利要求1所述的方法,其中,所述根据所述移动台到预先设置的小区的距离以及所述预先设置的变量值,拟合预先设置的链路公式,获取所述链路公式中的参数值,包括以下至少之一:The method according to claim 1, wherein said fitting a preset link formula according to a distance of said mobile station to a preset cell and said preset variable value, obtaining said link formula The value of the parameter, including at least one of the following:
    在获取移动台到预先设置的小区的距离以及所述移动台到所述预设设置的小区的时间提前量的情况下,根据所述移动台到所述预先设置的小区的距离以及所述移动台到所述预设设置的小区的时间提前量,拟合预先设置的链路公式,获取所述链路公式中的参数值;Obtaining a distance from the mobile station to the preset cell and the moving in a case of acquiring a distance from the mobile station to a preset cell and a time advance of the mobile station to the preset set cell And the time advance amount of the cell set to the preset setting, fitting a preset link formula, and acquiring a parameter value in the link formula;
    在获取移动台到预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度的情况下,根据所述移动台到所述预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度,拟合预先设置的链路公式,获取所述链路公式中的参数值;And obtaining, according to the distance from the mobile station to the preset cell, and the foregoing, in a case of acquiring a distance from the mobile station to a preset cell and a signal strength of the mobile station that the preset cell can actually receive The set cell can actually receive the signal strength of the mobile station, fit a preset link formula, and obtain a parameter value in the link formula;
    在获取多组数据的情况下,获取所述多组数据中时间提前量相同时所述移动台到预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度;根据获取后的所述移动台到预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度得到所述链路 公式中的参数值;分别获取所述多组数据中每个时间提前量对应的所述链路公式中的参数值;其中,所述多组数据为移动台分别到多个预先设置的小区的距离、时间提前量和所述多个预先设置的小区实际可接收所述移动台的信号强度。Obtaining a distance of the mobile station to a preset cell when the time advance amount is the same in the multiple sets of data, and a signal strength that the preset cell can actually receive the mobile station, when acquiring a plurality of sets of data; Obtaining the link according to the distance of the obtained mobile station to a preset cell and the signal strength of the preset mobile station that can actually receive the mobile station a parameter value in the formula; respectively, obtaining parameter values in the link formula corresponding to each time advance amount in the plurality of sets of data; wherein the multiple sets of data are respectively for the mobile station to multiple preset cells The distance, the timing advance, and the plurality of pre-set cells may actually receive the signal strength of the mobile station.
  4. 根据权利3所述的方法,其中,所述预先设置的链路公式为线性拟合公式或者二次方拟合曲线公式或者三次方拟合曲线公式或者多折线拟合公式。The method according to claim 3, wherein the preset link formula is a linear fitting formula or a quadratic fitting curve formula or a cubic fitting curve formula or a polyline fitting formula.
  5. 根据权利要求1所述的方法,其中,所述获取所述移动台到待测小区的变量值,根据所述待测小区的变量值和所述链路公式中的参数值,计算得到所述移动台到所述待测小区的距离,包括以下至少之一:The method according to claim 1, wherein the acquiring the variable value of the mobile station to the cell to be tested, calculating the value according to the variable value of the cell to be tested and the parameter value in the link formula The distance from the mobile station to the cell to be tested includes at least one of the following:
    在所述链路公式是根据所述移动台到所述预先设置的小区的距离以及所述移动台到所述预设设置的小区的时间提前量拟合的情况下,获取所述待测小区的时间提前量,根据所述待测小区的时间提前量和所述链路公式中的参数值,计算所述移动台到所述待测小区的距离;Obtaining, in the case that the link formula is based on a distance from the mobile station to the preset cell and a time advance of the mobile station to the preset set cell, acquiring the cell to be tested Calculating a distance of the mobile station to the cell to be tested according to the time advance of the cell to be tested and the parameter value in the link formula;
    在所述链路公式是根据所述移动台到所述预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度拟合的情况下,根据所述待测小区接收所述移动台的信号强度和所述链路公式中的参数值,计算所述移动台到所述待测小区的距离;In the case that the link formula is based on the distance from the mobile station to the preset cell and the signal strength of the preset cell that can actually receive the mobile station, according to the cell to be tested Receiving a signal strength of the mobile station and a parameter value in the link formula, and calculating a distance of the mobile station to the cell to be tested;
    在所述链路公式是根据所述移动台到所述预先设置的小区的距离、所述移动台到所述预设设置的小区的时间提前量和所述预先设置的小区实际可接收所述移动台的信号强度拟合的情况下,根据移动台到所述待测小区的时间提前量选择对应的链路公式,并根据所述待测小区接收所述移动台的信号强度和选择的链路公式中的参数值,计算所述移动台到所述待测小区的距离。The link formula is that the time advance according to the distance from the mobile station to the preset cell, the time advance of the mobile station to the preset set cell, and the preset cell may actually receive the In the case that the signal strength of the mobile station is fitted, the corresponding link formula is selected according to the timing advance of the mobile station to the cell to be tested, and the signal strength and the selected chain of the mobile station are received according to the cell to be tested. The parameter value in the road formula calculates the distance of the mobile station to the cell to be tested.
  6. 一种计算移动台到小区距离的装置,所述装置包括: A device for calculating a distance from a mobile station to a cell, the device comprising:
    第一获取单元,配置为分别获取移动台到预先设置的小区的距离以及预先设置的变量值;a first acquiring unit, configured to separately acquire a distance from the mobile station to a preset cell and a preset variable value;
    第二获取单元,配置为根据所述移动台到预先设置的小区的距离以及所述预先设置的变量值,拟合预先设置的链路公式,获取所述链路公式中的参数值;a second acquiring unit, configured to: according to the distance from the mobile station to the preset cell and the preset variable value, fitting a preset link formula to obtain a parameter value in the link formula;
    计算单元,配置为获取所述移动台到待测小区的变量值,根据所述待测小区的变量值和所述链路公式中的参数值,计算得到所述移动台到所述待测小区的距离。a calculating unit, configured to acquire a variable value of the mobile station to the cell to be tested, and calculate, according to the variable value of the cell to be tested and the parameter value in the link formula, the mobile station to the cell to be tested the distance.
  7. 根据权利要求6所述的装置,其中,所述变量值至少包括所述移动台到所述各个小区的时间提前量和/或所述各个小区实际可接收所述移动台的信号强度。The apparatus of claim 6, wherein the variable value comprises at least a timing advance of the mobile station to the respective cells and/or a signal strength at which the respective cells can actually receive the mobile station.
  8. 根据权利要求6所述的装置,其中,The apparatus according to claim 6, wherein
    所述第二获取单元,配置为采用以下方式至少之一获取所述链路公式中的参数值:The second acquiring unit is configured to acquire a parameter value in the link formula in at least one of the following manners:
    在获取移动台到预先设置的小区的距离以及所述移动台到所述预设设置的小区的时间提前量的情况下,根据所述移动台到所述预先设置的小区的距离以及所述移动台到所述预设设置的小区的时间提前量,拟合预先设置的链路公式,获取所述链路公式中的参数值;Obtaining a distance from the mobile station to the preset cell and the moving in a case of acquiring a distance from the mobile station to a preset cell and a time advance of the mobile station to the preset set cell And the time advance amount of the cell set to the preset setting, fitting a preset link formula, and acquiring a parameter value in the link formula;
    在获取移动台到预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度的情况下,根据所述移动台到所述预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度,拟合预先设置的链路公式,获取所述链路公式中的参数值;And obtaining, according to the distance from the mobile station to the preset cell, and the foregoing, in a case of acquiring a distance from the mobile station to a preset cell and a signal strength of the mobile station that the preset cell can actually receive The set cell can actually receive the signal strength of the mobile station, fit a preset link formula, and obtain a parameter value in the link formula;
    在获取多组数据的情况下,获取所述多组数据中时间提前量相同时所述移动台到预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度;根据获取后的所述移动台到预先设置的小区的距离 以及所述预先设置的小区实际可接收所述移动台的信号强度得到所述链路公式中的参数值;分别获取所述多组数据中每个时间提前量对应的所述链路公式中的参数值;其中,所述多组数据为移动台分别到多个预先设置的小区的距离、时间提前量和所述多个预先设置的小区实际可接收所述移动台的信号强度。Obtaining a distance of the mobile station to a preset cell when the time advance amount is the same in the multiple sets of data, and a signal strength that the preset cell can actually receive the mobile station, when acquiring a plurality of sets of data; According to the distance of the mobile station after the acquisition to the preset cell And the pre-set cell actually receives the signal strength of the mobile station to obtain a parameter value in the link formula; respectively acquiring the link formula corresponding to each time advance amount in the multiple sets of data a parameter value; wherein the plurality of sets of data are distances, time advancements, and signal strengths that the plurality of preset cells can actually receive the mobile station, respectively, from the mobile station to the plurality of preset cells.
  9. 根据权利要求8所述的装置,其中,所述预先设置的链路公式为线性拟合公式或者二次方拟合曲线公式或者三次方拟合曲线公式或者多折线拟合公式。The apparatus according to claim 8, wherein the preset link formula is a linear fitting formula or a quadratic fitting curve formula or a cubic fitting curve formula or a polyline fitting formula.
  10. 根据权利要求6所述的装置,其中,The apparatus according to claim 6, wherein
    所述计算单元,配置为采用以下计算方式至少之一计算得到所述移动台到所述待测小区的距离:The calculating unit is configured to calculate, by using at least one of the following calculation manners, a distance from the mobile station to the to-be-tested cell:
    在所述链路公式是根据所述移动台到所述预先设置的小区的距离以及所述移动台到所述预设设置的小区的时间提前量拟合的情况下,获取所述待测小区的时间提前量,根据所述待测小区的时间提前量和所述链路公式中的参数值,计算所述移动台到所述待测小区的距离;Obtaining, in the case that the link formula is based on a distance from the mobile station to the preset cell and a time advance of the mobile station to the preset set cell, acquiring the cell to be tested Calculating a distance of the mobile station to the cell to be tested according to the time advance of the cell to be tested and the parameter value in the link formula;
    在所述链路公式是根据所述移动台到所述预先设置的小区的距离以及所述预先设置的小区实际可接收所述移动台的信号强度拟合的情况下,根据所述待测小区接收所述移动台的信号强度和所述链路公式中的参数值,计算所述移动台到所述待测小区的距离;In the case that the link formula is based on the distance from the mobile station to the preset cell and the signal strength of the preset cell that can actually receive the mobile station, according to the cell to be tested Receiving a signal strength of the mobile station and a parameter value in the link formula, and calculating a distance of the mobile station to the cell to be tested;
    在所述链路公式是根据所述移动台到所述预先设置的小区的距离、所述移动台到所述预设设置的小区的时间提前量和所述预先设置的小区实际可接收所述移动台的信号强度拟合的情况下,根据移动台到所述待测小区的时间提前量选择对应的链路公式,并根据所述待测小区接收所述移动台的信号强度和选择的链路公式中的参数值,计算所述移动台到所述待测小区的距离。 The link formula is that the time advance according to the distance from the mobile station to the preset cell, the time advance of the mobile station to the preset set cell, and the preset cell may actually receive the In the case that the signal strength of the mobile station is fitted, the corresponding link formula is selected according to the timing advance of the mobile station to the cell to be tested, and the signal strength and the selected chain of the mobile station are received according to the cell to be tested. The parameter value in the road formula calculates the distance of the mobile station to the cell to be tested.
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