WO2002071781A1 - Method of cell site location in a cellular mobile network - Google Patents
Method of cell site location in a cellular mobile network Download PDFInfo
- Publication number
- WO2002071781A1 WO2002071781A1 PCT/GB2002/000944 GB0200944W WO02071781A1 WO 2002071781 A1 WO2002071781 A1 WO 2002071781A1 GB 0200944 W GB0200944 W GB 0200944W WO 02071781 A1 WO02071781 A1 WO 02071781A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- data
- site
- cluster
- location
- transmit cell
- Prior art date
Links
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S5/00—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
- G01S5/02—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using radio waves
- G01S5/12—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using radio waves by co-ordinating position lines of different shape, e.g. hyperbolic, circular, elliptical or radial
Definitions
- This invention relates to a method for identifying the location of cell sites in a cellular mobile telephone network.
- the invention provides a method of more accurately locating one or more cell sites in a competitor' s network involving reverse engineering and using only standard data reported by a mobile test telephone, operated on a selected drive route in town or country, without requirement for any modifications to the telephone. This is in contrast to location-finding methods of the prior art in that it applies to the case of finding the locations of a number of fixed transmit cell sites from a single mobile telephone receiver.
- a method for identifying the location of a fixed transmit cell site in a cellular mobile telephone network comprising the steps of:
- the survey data measurements comprising: geographical location data of a receiver of the test telephone; timing advance data providing distance between the fixed transmit cell site and the receiver of the test telephone; and cell identity field data;
- each subset corresponds to measurements belonging to the same fixed transmit cell site
- first site cluster data and second site cluster data for the transmit cell site location by means of multiple triangulation computations in which each individual point in respect of the geographical location data of the receiver of the test telephone is paired with each other individual point to provide in each case a pair of locations whose distance from the transmit cell site location is determined from the corresponding timing advance data;
- the survey data measurements may include mode data for establishing that the test telephone is switched into a dedicated mode, as when engaged in a call.
- the geographical location data of the receiver of the mobile test telephone may comprise longitude/latitude data or Eastings/Northings data.
- the method may include the step of checking the derived survey data for completeness and either discarding incomplete data or entering a predetermined value for any parameter where no data value has been derived.
- the cell identity field data may be used to group the survey data measurements into individual subsets.
- Adjacent points on the drive route having the same timing advance data values may be grouped together. Such grouping together of adjacent points on the drive route having the same timing advance data values would be equivalent to spatial filtering. In this respect, the median location for any particular timing advance may be used as the representative receiver location for the respective group.
- a likely transmit cell site location may lie at one or other of intersections between a pair of non-concentric circles each having a geographical location of the receiver of the test telephone at a centre thereof and a radius given by the appropriate timing advance data value.
- the multiple triangulation computations used to obtain the first and second site cluster data may be arranged to provide a matrix of elements of intersection points. Gatherings of intersection points with highest density of points may be determined. Such determination may be effected by searching the matrix to establish a row therein having a maximum number of elements falling within a distance threshold.
- the distance threshold may be of the order of 500 metres and may correspond to the resolution of the method allowed for by the use of the timing advance procedure.
- the first cluster site data may comprise all points within the selected row that satisfy the distance threshold condition. Points belonging to the first cluster site data may then be removed from an overall pool of data and, after building a new matrix of elements with intersection points, the second cluster site may be identified in like manner to the first.
- Determination of which of the first site and second site cluster data has the greatest cluster density may be effected by determining in each case a ratio between mean distribution of distances in each cluster site and the number of points forming each cluster site and selecting that cluster site having the smallest value for such ratio.
- the determination may be effected by estimating the moment of inertia (second moment) of the cluster around the mean and selecting that cluster site having the smallest value for such moment of inertia.
- the method of the invention may be repeated whereby the locations of a plurality of fixed transmit cell sites in a cellular mobile telephone network may be identified.
- Figure 1 is a flow chart showing steps in the method of the present invention
- Figure 2 is a graph showing a section of a drive route in respect of a fixed transmit cell site and showing two cluster sites as candidates for the site location;
- Figure 3 is a flow chart showing steps in identifying a correct cluster site and the locating therein of a fixed transmit cell site;
- Figure 4 is a graph illustrating accuracy of identifying a fixed transmit cell site by the method of the present invention.
- a reverse engineering method is illustrated in the flow chart of Figure 1 which is intended for accurately identifying the location of one or more fixed transmit cell sites in a cellular mobile telephone network, such as a network operated by a competitor.
- Survey measurements of a competitor' s mobile telephone network are performed on a drive route using a mobile test telephone operating in dedicated mode (that is, while engaged in a call) .
- the survey data is arranged to contain the following measured fields: a) Receiver geographical location. Such geographical location is provided in the form of longitude/latitude data, or Eastings/Northings data.
- Timing advance data provides a measure of the distance between the fixed transmit cell site and the receiver of the mobile test telephone.
- the timing advance measures the distance from the fixed transmit cell site in time bins equivalent to about 500 metres in distance.
- a timing advance of zero would mean that the receiver is at a distance of between 0 and 500 metres from the fixed transmit cell site and a timing advance of 1 would mean that the receiver is at a distance of between 500 and 1000 metres from the fixed transmit cell site; and so on.
- the relevant fields are extracted, such fields being the geographical location of the receiver (longitude/latitude data, or Eastings/Northings data) , timing advance, mode, and cell identity.
- test telephone The mode in which the test telephone was set is then inspected to ensure that the survey data corresponds to measurements made in dedicated mode. This is important since hand-over failures would switch the mode to an idle mode setting, resulting in loss of the timing advance field. Any data corresponding to periods where the telephone was switched to idle mode is discarded.
- the next step is to separate into subsets the drive route employed in obtaining the survey data, with each subset corresponding to measurements belonging to the same transmit cell site.
- the cell identity field is checked to ensure that individual subsets contain all the selected data relating to a given site.
- the cell location process described hereinafter relates to individual subsets.
- the transmit cell site location procedure is enhanced with regard to speed and efficiency by grouping together adjacent points in the drive route which have the same timing advance values. This is equivalent to applying a spatial filter and results in a reduction in the number of points to be processed, with a significant reduction in processing time. It also results in increased accuracy of the site location, since any ambiguity of the estimated locations is minimised. Any representative location could be used, but the median location of any group is used as the representative receiver location for the particular timing advance to which the group, refers. This approach has been found to maximise accuracy, since it ensures that the representative location is on an actual location visited by the mobile test telephone on the drive route.
- Computation of the likely site location is achieved by means of multiple triangulations.
- Each point in respect of the geographical location data of the receiver of the test telephone is paired with each remaining point from the transmit cell site subset, the distance between these receiver locations and the corresponding site locations being determined from the timing advance data.
- the likely site location would consequently lie at the intersection between a pair of circles centred at the two receiver locations and each having a radius given by its associated timing advance data value.
- a second intersection point hereinafter referred to as the image point, will also appear as a result of solving a second order equation.
- the inaccuracy in determining the distance from the timing advance data will also lead to a spread of the intersection points.
- Figure 2 shows a section of a drive route executed in relation to a particular fixed transmit cell site having a cell identity number 3862.
- the drive route is shown by the dashed line and the circle symbols denote the various receiver locations of the mobile test telephone used to obtain the survey data.
- the clusters of cross symbols represent two candidate locations for the fixed transmit cell site as yielded by a cluster identification method hereinafter described.
- Cluster identification is performed according to the flow chart diagram of Figure 3. Firstly, each point produced by the triangulation process has its distance to all the points calculated, leading to a matrix of N x N elements, where N is the total number of intersection points.
- the matrix has, however, a very singular shape, as only the elements of the upper and lower triangles in the triangulation process will have non-zero values.
- the elements of the lower triangle will be the reciprocals of the elements of the upper triangle, while the diagonal will be zero. This is because the diagonal represents the distance between each point and itself, giving an effective number of significant elements of N x (N-l) / 2.
- the next step is to find the gatherings of intersection points with the highest density of points. This is effected by searching the distance matrix to find the row with the largest number of elements falling within a distance threshold.
- a particular selected threshold is 500 metres and corresponds to the resolution of the method allowed for by the use of timing advance.
- a first cluster will be made up of all the points within the selected row that satisfy the distance threshold condition. After removing the points belonging to the first cluster from the data pool, a new distance matrix is built and the same operation is carried out to identify the second cluster.
- an analysis of the cluster density is effected to reveal which of the two clusters effectively includes the fixed transmit cell site.
- a parameter p is estimated for each cluster and is given by:
- mean (dist) represents the mean distribution of distances in the cluster and size (cluster) represents the number of points making up the cluster.
- the centre of gravity of the cluster with the smallest value of p is identified as the location of the fixed transmit cell site.
- Alternative parameters may be considered for selecting the correct cluster. Such parameters may include the (Eastings and/or Northings) spread of the cluster and the second moment of the distance distribution if the clusters are of comparable density. In either case, the cluster with the minimal value of the parameter under consideration should be selected.
- the accuracy of the method may be established by a statistical approach.
- a significant number of cell sites of known locations may be processed using the method described above, and the distance between the location derived from this method and the actual site location analysed against a number of parameters. These parameters may include: The size of the cluster from which the site location is derived.
- the spread of the timing advance values from which the location of the site location is derived could be the difference between the maximum and the minimum timing advance values, the standard deviation of the distribution of the timing advance, or any other statistical variable that describes the spread of data.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
GB0105493.1 | 2001-03-06 | ||
GB0105493A GB0105493D0 (en) | 2001-03-06 | 2001-03-06 | Method of cell site location in a cellular mobile network |
Publications (1)
Publication Number | Publication Date |
---|---|
WO2002071781A1 true WO2002071781A1 (en) | 2002-09-12 |
Family
ID=9910064
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/GB2002/000944 WO2002071781A1 (en) | 2001-03-06 | 2002-03-05 | Method of cell site location in a cellular mobile network |
Country Status (2)
Country | Link |
---|---|
GB (1) | GB0105493D0 (nl) |
WO (1) | WO2002071781A1 (nl) |
Cited By (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2004051512A3 (en) * | 2002-12-03 | 2004-10-28 | Nokia Corp | Generating entries for a database supporting a positioning of a mobile terminal |
GB2418805A (en) * | 2004-09-30 | 2006-04-05 | Sec Dep Home Dept | Investigating the location of a portable communications device |
WO2006035240A1 (en) * | 2004-09-30 | 2006-04-06 | Forensic Science Service Ltd. | Improvements in and relating to investigations |
EP1887820A1 (en) | 2006-08-11 | 2008-02-13 | Orange SA | Apparatus and method to identify the location of a radio cell |
EP1977359A2 (en) * | 2005-12-20 | 2008-10-08 | Arbitron Inc. | Methods and systems for conducting research operations |
EP2078436A1 (en) * | 2006-10-30 | 2009-07-15 | Telefonaktiebolaget LM Ericsson (PUBL) | Extended clustering for improved positioning |
WO2009100790A1 (en) * | 2008-02-15 | 2009-08-20 | Ip.Access Limited | Method and apparatus for determining a location of a cell within a cellular communication network |
EP2597914A3 (en) * | 2003-06-27 | 2013-10-23 | Qualcomm Incorporated | Method and apparatus for wireless network hybrid positioning |
EP2741535A1 (en) | 2012-12-07 | 2014-06-11 | Deutsche Telekom AG | A method to guide the pacement of new small cell |
US9042917B2 (en) | 2005-11-07 | 2015-05-26 | Qualcomm Incorporated | Positioning for WLANS and other wireless networks |
USRE45808E1 (en) | 2004-06-18 | 2015-11-17 | Qualcomm Incorporated | Method and apparatus for determining location of a base station using a plurality of mobile stations in a wireless mobile network |
US9226257B2 (en) | 2006-11-04 | 2015-12-29 | Qualcomm Incorporated | Positioning for WLANs and other wireless networks |
US9749876B2 (en) | 2003-06-27 | 2017-08-29 | Qualcomm Incorporated | Local area network assisted positioning |
Citations (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0713344A2 (en) * | 1994-11-15 | 1996-05-22 | Nec Corporation | Mobile radio communication system |
-
2001
- 2001-03-06 GB GB0105493A patent/GB0105493D0/en not_active Ceased
-
2002
- 2002-03-05 WO PCT/GB2002/000944 patent/WO2002071781A1/en not_active Application Discontinuation
Patent Citations (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0713344A2 (en) * | 1994-11-15 | 1996-05-22 | Nec Corporation | Mobile radio communication system |
Non-Patent Citations (2)
Title |
---|
DRANE C ET AL: "POSITIONING GSM TELEPHONES", IEEE COMMUNICATIONS MAGAZINE, IEEE SERVICE CENTER. PISCATAWAY, N.J, US, vol. 36, no. 4, 1 April 1998 (1998-04-01), pages 46 - 54,58, XP000752570, ISSN: 0163-6804 * |
SPIRITO M A ET AL: "PRELIMINARY EXPERIMENTAL RESULTS OF A GSM MOBILE PHONES POSITIONINGSYSTEM BASED ON TIMING ADVANCE", VTC 1999-FALL. IEEE VTS 50TH. VEHICULAR TECHNOLOGY CONFERENCE. GATEWAY TO THE 21ST. CENTURY COMMUNICATIONS VILLAGE. AMSTERDAM, SEPT. 19 -22, 1999, IEEE VEHICULAR TECHNOLGY CONFERENCE, NEW YORK, NY: IEEE, US, vol. 4 CONF. 50, 19 September 1999 (1999-09-19), pages 2072 - 2076, XP000895977, ISBN: 0-7803-5436-2 * |
Cited By (29)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP2285152A1 (en) * | 2002-12-03 | 2011-02-16 | Nokia Corporation | Generating entries for a database supporting a positioning of a mobile terminal |
WO2004051512A3 (en) * | 2002-12-03 | 2004-10-28 | Nokia Corp | Generating entries for a database supporting a positioning of a mobile terminal |
US9778372B2 (en) | 2003-06-27 | 2017-10-03 | Qualcomm Incorporated | Wireless network hybrid positioning |
US10895648B2 (en) | 2003-06-27 | 2021-01-19 | Qualcomm Incorporated | Method and apparatus for wireless network hybrid positioning |
US8971913B2 (en) | 2003-06-27 | 2015-03-03 | Qualcomm Incorporated | Method and apparatus for wireless network hybrid positioning |
US10849092B2 (en) | 2003-06-27 | 2020-11-24 | Qualcomm Incorporated | Local area network assisted positioning |
US10841892B2 (en) | 2003-06-27 | 2020-11-17 | Qualcomm Incorporated | Local area network assisted positioning |
EP3675569A1 (en) * | 2003-06-27 | 2020-07-01 | Qualcomm Incorporated | Method and apparatus for wireless network hybrid positioning |
US9814016B2 (en) | 2003-06-27 | 2017-11-07 | Qualcomm Incorporated | Local area network assisted positioning |
US9749876B2 (en) | 2003-06-27 | 2017-08-29 | Qualcomm Incorporated | Local area network assisted positioning |
EP2597914A3 (en) * | 2003-06-27 | 2013-10-23 | Qualcomm Incorporated | Method and apparatus for wireless network hybrid positioning |
US9335419B2 (en) | 2003-06-27 | 2016-05-10 | Qualcomm Incorporated | Wireless network hybrid positioning |
US9810761B2 (en) | 2003-06-27 | 2017-11-07 | Qualcomm Incorporated | Local area network assisted positioning |
USRE45808E1 (en) | 2004-06-18 | 2015-11-17 | Qualcomm Incorporated | Method and apparatus for determining location of a base station using a plurality of mobile stations in a wireless mobile network |
GB2418805A (en) * | 2004-09-30 | 2006-04-05 | Sec Dep Home Dept | Investigating the location of a portable communications device |
WO2006035240A1 (en) * | 2004-09-30 | 2006-04-06 | Forensic Science Service Ltd. | Improvements in and relating to investigations |
US9042917B2 (en) | 2005-11-07 | 2015-05-26 | Qualcomm Incorporated | Positioning for WLANS and other wireless networks |
EP1977359A2 (en) * | 2005-12-20 | 2008-10-08 | Arbitron Inc. | Methods and systems for conducting research operations |
EP1977359A4 (en) * | 2005-12-20 | 2010-08-25 | Arbitron Inc | METHOD AND SYSTEMS FOR LEADING RESEARCH OPERATIONS |
EP1887820A1 (en) | 2006-08-11 | 2008-02-13 | Orange SA | Apparatus and method to identify the location of a radio cell |
WO2008017480A1 (en) * | 2006-08-11 | 2008-02-14 | Orange Sa | Apparatus and method to identify the location of a radio cell |
EP2078436A4 (en) * | 2006-10-30 | 2014-01-22 | Ericsson Telefon Ab L M | ADVANCED CLUSTER FOR IMPROVED POSITION DETERMINATION |
EP2078436A1 (en) * | 2006-10-30 | 2009-07-15 | Telefonaktiebolaget LM Ericsson (PUBL) | Extended clustering for improved positioning |
US10568062B2 (en) | 2006-11-04 | 2020-02-18 | Qualcomm Incorporated | Positioning for WLANs and other wireless networks |
US9226257B2 (en) | 2006-11-04 | 2015-12-29 | Qualcomm Incorporated | Positioning for WLANs and other wireless networks |
GB2457655B (en) * | 2008-02-15 | 2010-04-14 | I P Access Ltd | Method and apparatus for determining a location of a cell within a cellular communication network |
WO2009100790A1 (en) * | 2008-02-15 | 2009-08-20 | Ip.Access Limited | Method and apparatus for determining a location of a cell within a cellular communication network |
US9585031B2 (en) | 2012-12-07 | 2017-02-28 | Deutsche Telekom Ag | Method to guide the placement of new small cell |
EP2741535A1 (en) | 2012-12-07 | 2014-06-11 | Deutsche Telekom AG | A method to guide the pacement of new small cell |
Also Published As
Publication number | Publication date |
---|---|
GB0105493D0 (en) | 2001-04-25 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN106646338B (zh) | 一种快速精确的室内定位方法 | |
WO2002071781A1 (en) | Method of cell site location in a cellular mobile network | |
JP5675885B2 (ja) | 測位方法、装置、及びシステム | |
CN108534779B (zh) | 一种基于轨迹纠正和指纹改进的室内定位地图构建方法 | |
CN106658399B (zh) | 一种基于手机用户位置指纹进行手机位置定位的方法 | |
FI113731B (fi) | Paikannusmenetelmä matkaviestin verkoille | |
US20020177452A1 (en) | Calculation method in a radio system for calculating the geometrical time difference between transmitters | |
CN102665277B (zh) | 一种对无线传感器网络中节点进行定位的方法 | |
CN103916821A (zh) | 一种基于楼层间rssi差异的楼层判别方法 | |
RU2006127453A (ru) | Способ и система для определения местоположения с использованием множества выбранных начальных оценок местоположения | |
CN107968987B (zh) | 基于定积分结合环境参数的rssi加权质心定位方法 | |
CN103901398A (zh) | 一种基于组合排序分类的位置指纹定位方法 | |
CN105554776A (zh) | 识别边界基站过覆盖的方法和装置 | |
CN104501807B (zh) | 基于地磁场和历史定位轨迹的室内定位方法 | |
CN105093299A (zh) | 一种基于炮检距向量片技术优化观测系统的方法及装置 | |
US20160112150A1 (en) | Method for mapping wi-fi fingerprints by means of blind collection of rss measurements | |
CN106792524A (zh) | 一种基于动态环境双向校正的混合室内定位系统算法 | |
CN103327603A (zh) | 用于无线传感器网的基于apit的节点三维定位法 | |
CN103249144A (zh) | 一种基于c型的无线传感器网络节点定位方法 | |
CN105334497A (zh) | 一种三维定位方法和装置 | |
CN107884746B (zh) | 一种无线电网格化中多站无源时差定位技术自动选站方法 | |
CN110636437B (zh) | 一种基于指纹对的辅助定位方法 | |
CN103634809B (zh) | 一种基于小区地理信息进行邻区核查的方法和装置 | |
Arai et al. | Color radiomap interpolation for efficient fingerprint wifi-based indoor location estimation | |
CN111770528B (zh) | 基于信道参数萃取方法的视距与非视距识别方法及装置 |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
AK | Designated states |
Kind code of ref document: A1 Designated state(s): AE AG AL AM AT AU AZ BA BB BG BR BY BZ CA CH CN CO CR CU CZ DE DK DM DZ EC EE ES FI GB GD GE GH GM HR HU ID IL IN IS JP KE KG KP KR KZ LC LK LR LS LT LU LV MA MD MG MK MN MW MX MZ NO NZ PL PT RO RU SD SE SG SI SK SL TJ TM TR TT TZ UA UG US UZ VN YU ZA ZW |
|
AL | Designated countries for regional patents |
Kind code of ref document: A1 Designated state(s): GH GM KE LS MW MZ SD SL SZ TZ UG ZM ZW AM AZ BY KG KZ MD RU TJ TM AT BE CH CY DE DK ES FI FR GB GR IE IT LU MC NL PT SE TR BF BJ CF CG CI CM GA GN GQ GW ML MR NE SN TD TG |
|
121 | Ep: the epo has been informed by wipo that ep was designated in this application | ||
DFPE | Request for preliminary examination filed prior to expiration of 19th month from priority date (pct application filed before 20040101) | ||
REG | Reference to national code |
Ref country code: DE Ref legal event code: 8642 |
|
122 | Ep: pct application non-entry in european phase | ||
NENP | Non-entry into the national phase |
Ref country code: JP |
|
WWW | Wipo information: withdrawn in national office |
Country of ref document: JP |