System and method for generating a location estimate using non-uniform grid points
First Claim
1. A method of estimating location of a mobile device in a geographic region comprising the steps of:
- (a) providing a plurality of grid points in a geographic region, each of said grid points including at least one characterizing parameter and each of said grid points located on a grid defined over said geographic region;
(b) providing a plurality of network measurement reports for a mobile device in said geographic region; and
(c) determining an estimated location for said mobile device from one network measurement report as a function of said at least one parameter,wherein the step of determining an estimated location for said mobile device comprises;
(i) comparing an ordered list of cells neighboring a cell serving said mobile device in said one network measurement report to an ordered list of neighboring cells in each grid point of said grid, said ordering being a function of at least one parameter of said one network measurement report; and
(ii) generating an estimated location of said mobile device wherein said estimated location is selected from the group consisting of;
a centroid of a cluster of matching grid points in said grid;
a highest joint probability matching grid point in said grid;
a weighted sum of the locations of a set of matching grid points in said grid;
a weighted sum of clustered locations of a set of matching grid points in said grid; and
as a function of estimated locations determined from subsets of said plurality of network measurement reports.
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Accused Products
Abstract
The location of a wireless mobile device may be estimated using, at least in part, one or more pre-existing Network Measurement Reports (“NMRs”) which include calibration data for a number of locations within a geographic region. The calibration data for these locations is gathered and analyzed so that particular grid points within the geographic region can be determined and associated with a particular set or sets of calibration data from, for example, one or more NMRs. Received signal level measurements reported by a mobile device for which a location estimate is to be determined may be compared with the data associated with the various grid points to estimate the location of the mobile device.
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Citations
31 Claims
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1. A method of estimating location of a mobile device in a geographic region comprising the steps of:
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(a) providing a plurality of grid points in a geographic region, each of said grid points including at least one characterizing parameter and each of said grid points located on a grid defined over said geographic region; (b) providing a plurality of network measurement reports for a mobile device in said geographic region; and (c) determining an estimated location for said mobile device from one network measurement report as a function of said at least one parameter, wherein the step of determining an estimated location for said mobile device comprises; (i) comparing an ordered list of cells neighboring a cell serving said mobile device in said one network measurement report to an ordered list of neighboring cells in each grid point of said grid, said ordering being a function of at least one parameter of said one network measurement report; and (ii) generating an estimated location of said mobile device wherein said estimated location is selected from the group consisting of;
a centroid of a cluster of matching grid points in said grid;
a highest joint probability matching grid point in said grid;
a weighted sum of the locations of a set of matching grid points in said grid;
a weighted sum of clustered locations of a set of matching grid points in said grid; and
as a function of estimated locations determined from subsets of said plurality of network measurement reports. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A method of estimating location of a mobile device in a geographic region comprising the steps of:
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(a) providing a plurality of grid points in a geographic region, each of said grid points including at least one characterizing parameter and each of said grid points located on a grid defined over said geographic region; (b) providing a plurality of network measurement reports for a mobile device in said geographic region; and (c) determining an estimated location for said mobile device from one network measurement report as a function of said at least one parameter, wherein the step of determining an estimated location for said mobile device Comprises; (i) evaluating a probability density function for each power level of a cell neighboring a cell serving said mobile device in said one network measurement report over each grid point of a set of available grid points in said grid; (ii) determining a joint probability as a function of said individual probability density functions; and (iii) generating an estimated location of said mobile device wherein said estimated location is selected from the group consisting of;
a highest joint probability matching grid point in said grid;
a weighted sum of the locations of a set of matching grid points in said grid;
a weighted sum of clustered locations of a set of matching grid pointsin said grid; and
as a function of estimated locations determined from subsets of said plurality of network measurement reports.- View Dependent Claims (10)
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11. A method of estimating location of a mobile device in a geographic region comprising the steps of:
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(a) providing a plurality of grid points in a geographic region, each of said grid points including at least one characterizing parameter and each of said grid points located on a grid defined over said geographic region; (b) providing a plurality of network measurement reports for a mobile device in said geographic region; and (c) determining an estimated location for said mobile device from one network measurement report as a function of said at least one parameter, wherein the step of determining an estimated location for said mobile device comprises; (i) evaluating a joint probability of power levels for at least one cell neighboring a cell serving said mobile device in said one network measurement report over a set of available grid points in said grid; and (ii) generating an estimated location of said mobile device wherein said estimated location is selected from the group consisting of;
a highest joint probability matching grid point in said grid;
a weighted sum of the locations of a set of matching grid points in said grid;
a weighted sum of clustered locations of a set of matching grid points in said grid; and
as a function of estimated locations determined from subsets of said plurality of network measurement reports. - View Dependent Claims (12)
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13. A method of estimating location of a mobile device in a geographic region comprising the steps of:
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(a) providing a plurality of grid points in a geographic region, each of said grid points including at least one characterizing parameter and each of said grid points located on a grid defined over said geographic region; (b) providing a plurality of network measurement reports for a mobile device in said geographic region; and (c) determining an estimated location for said mobile device from one network measurement report as a function of said at least one parameter, wherein the step of determining an estimated location for said mobile device comprises; (i) determining a distortion measure between a parameter or a function characterizing a grid point and a corresponding parameter or function in said one network measurement report; and (ii) generating an estimated location of said mobile device wherein said estimated location is selected from the group consisting of;
a location of a grid point having the smallest distortion measure;
a weighted sum of the locations of a set of matching grid points in said grid, said weighted sum being a function of said distortion measure;
a weighted sum of clustered locations of a set of matching grid points in said grid; and
as a function of estimated locations determined from subsets of said plurality of network measurement reports. - View Dependent Claims (14, 15)
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16. A method of estimating location of a mobile device in a geographic region comprising the steps of:
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(a) providing a plurality of grid points in a geographic region, each of said grid points including at least one characterizing parameter and each of Said grid points located on a grid defined over said geographic region; (b) providing a plurality of network measurement reports for a mobile device in said geographic region; and (c) determining an estimated location for said mobile device from one network measurement report as a function of said at least one parameter, wherein the step of determining an estimated location for said mobile device comprises; (i) matching cell parameter ordering of cells neighboring a cell serving said mobile device in said one network measurement report to neighboring cell parameter ordering in each of the grid points in said grid; and (ii) selecting an estimated location as a function of a quality of said matching, wherein said quality is a function of a relative shift in an ordering sequence occurring between said one network measurement report and grid point cell parameter ordering. - View Dependent Claims (17, 18)
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19. A method of estimating location of a mobile device in a geographic region comprising the steps of:
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(a) providing a plurality of grid points in a geographic region, each of said grid points including at least one characterizing parameter and each of said grid points located on a grid defined over said geographic region; (b) providing a plurality of network measurement reports for a mobile device in said geographic region; and (c) determining an estimated location for said mobile device from a set of said plurality of network measurement reports as a function of said parameter, wherein the step of determining an estimated location for said mobile device further comprises determining a cluster for each parameter in each network measurement report in said set of network measurement reports as a function of a metric to weight said cluster. - View Dependent Claims (20, 21, 22)
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23. A method of estimating location of a mobile device in a geographic region comprising the steps of:
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(a) providing a plurality of grid points in a geographic region, each of said grid points including at least one characterizing parameter and each of said grid points located on a grid defined over said geographic region; (b) providing a plurality of network measurement reports for a mobile device in said geographic region; and (c) determining an estimated location for said mobile device from a set of said plurality of network measurement reports as a function of said parameter, wherein the step of determining an estimated location for said mobile device further comprises; (i) determining a representative value for each parameter or function occurring in said set of network measurement reports; and (ii) determining a cluster for each representative value as a function of a metric to weight said cluster. - View Dependent Claims (24, 25, 26)
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27. A method of estimating location of a mobile device in a geographic region comprising the steps of:
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(a) providing a plurality of grid points in a geographic region, each of said grid points including at least one characterizing parameter and each of said grid points located on a grid defined over said geographic region; (b) providing a plurality of network measurement reports for a mobile device in said geographic region; and (c) determining an estimated location for said mobile device from a set of said plurality of network measurement reports as a function of said parameter, wherein the step of determining an estimated location for said mobile device further comprises; (i) observing a transition in a parameter occurring in one or more network measurement reports within said set of network measurement reports; and (ii) estimating a location of said mobile device on a boundary defined by a first range represented by said parameter before said transition and by a second range represented by said parameter after said transition. - View Dependent Claims (28)
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29. A method of estimating location of a mobile device in a geographic region comprising the steps of:
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(a) providing a plurality of grid points in a geographic region, each of said grid points including at least one characterizing parameter and each of said grid points located on a grid defined over said geographic region; (b) providing a plurality of network measurement reports for a mobile device in said geographic region; and (c) determining an estimated location for said mobile device from a set of said plurality of network measurement reports as a function of said parameter, wherein the step of determining an estimated location for said mobile device comprises; (i) determining a distortion measure between a parameter or function of ones of said grid points and a corresponding parameter or function in each network measurement report in said set; and (ii) generating an estimated location of said mobile device wherein said estimated location is selected from the group consisting of;
a location of the grid point having the smallest distortion measure;
a weighted sum of the locations of a set of matching grid points in said grid, said weighted sum being a function of said distortion measure;
a weighted sum of clustered locations of a set of matching grid points in said grid; and
as a function of estimated locations determined from subsets of said set of network measurement reports. - View Dependent Claims (30)
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31. A method of estimating location of a mobile device in a geographic region comprising the steps of:
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(a) providing a plurality of grid points in a geographic region, each of said grid points including at least one characterizing parameter and each of said grid points located on a grid defined over said geographic region; (b) providing a plurality of network measurement reports for a mobile device in said geographic region; and (c) determining an estimated location for said mobile device from a set of said plurality of network measurement reports as a function of said parameter, wherein the step of determining an estimated location for said mobile device comprises; (i) determining one or more representative values for each cell neighboring a serving cell serving said mobile device in said set of network measurement reports; (ii) determining a distortion measure for each representative value as a function of a comparison between a selected parameter of ones of said grid points and a corresponding parameter for said each representative value; and (iii) generating an estimated location of said mobile device wherein said estimated location is selected from the group consisting of;
a location of the grid point having the smallest distortion measure;
a weighted sum of the locations of a set of matching grid points in said grid, said weighted sum being a function of said distortion measure;
a weighted sum of clustered locations of a set of matching grid points in said grid; and
as a function of estimated locations determined from subsets of said set of network measurement reports.
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Specification