System and method for mobile location using ranked parameter labels
View Patent ↗A system and method for generating a calibration database in a communications network. A grid of geographic locations may be generated to cover a region in a communications network having a plurality of cellular sites. A set of network measurement reports (NMRs) is generated for the region, the NMR being a collection of measurement parameters observed at selected geographic locations in the grid. A label may then be generated representing a first measurement parameter observed from ones of the plural cellular sites at one of the selected geographic locations, the label including a relative ranking by cellular site of the first measurement parameter. Using this generated label, a calibration database for the communications network may be populated and locations of mobile devices determined therefrom.
1. A method of generating a calibration database in a communications network comprising the steps of:
(a) generating a grid of geographic locations to cover a region in a communications network having a plurality of cellular sites;
(b) generating a set of network measurement reports (NMRs) for the region, the NMR being a collection of measurement parameters observed at selected geographic locations in the grid;
(c) generating a label representing a first measurement parameter observed from ones of the plural cellular sites at one of the selected geographic locations, the label including a relative ranking by cellular site of the first measurement parameter; and
(d) populating a calibration database for the communications network using the generated label,
wherein at least two rankings of sites in the label are of equal rank, and dividing the label having equal ranked sites into two columns, each of the two columns having the same ranking of respective sites but with the two equal ranking sites transposed in the two columns.
2. The method of claim 1 wherein the step of populating the calibration database further comprises populating a calibration database for the communications network using the generated label and actual measurement parameters observed in the region.
3. The method of claim 1 wherein the grid of geographic locations are uniformly spaced in the region.
4. The method of claim 1 wherein the grid of geographic locations are randomly spaced in the region.
5. The method of claim 1 wherein the step of generating a set of NMRs further comprises collecting calibration data from drive testing to thereby obtain an NMR.
6. The method of claim 1 wherein the step of generating a set of NMRs further comprises collecting calibration data from mobile devices in active communication in the communications network to thereby obtain an NMR.
7. The method of claim 1 wherein the measurement parameter includes a parameter selected from the group consisting of power levels, power differences, functions defined by power levels, functions defined by power differences, serving cell, serving sector, Timing Advance, Timing Advance equivalent, an ordered list of signal sources, round trip time, time difference of arrival, power density function of power levels, joint power density function of power levels, mobile device orientation, network state reported by the network, network state determined by an observing device, and combinations thereof.
8. The method of claim 1 wherein the NMR represents a single vector of observed measurement information, multiple vectors of observed measurement information, or a, single vector representing multiple vectors of observed measurement information.
9. The method of claim 1 wherein the label further comprises a plurality of columns, each column representing a relative ranking by respective cellular site of a different measurement parameter.
10. The method of claim 1 further comprising the step of modifying the relative ranking of the generated label as a function of a second measurement parameter.
11. The method of claim 1 wherein the set of NMRs includes NMRs having measurement parameters observed by the mobile device or observed by the network.
12. A method of generating a calibration database in a communications network comprising the steps of:
(a) generating a grid of geographic locations to cover a region in a communications network having a plurality of cellular sites;
(b) generating a label representing a first parameter observed between a selected geographic location and ones of the plural cellular sites, the label including a relative ranking by cellular site of the first parameter, including:
(i) determining a set of distances from ones of the plural cellular sites to the selected geographic location;
(ii) ordering the set as a function of increasing distance from the selected geographic location; and
(iii) generating a label having cellular site identifications as a function of the ordering;
and
(c) populating a calibration database for the communications network using the generated label.
13. The method of claim 12 wherein the measurement parameter includes a parameter selected from the group consisting of power levels, power differences, functions defined by power levels, functions defined by power differences, serving cell, serving sector, Timing Advance, Timing Advance equivalent, an ordered list of signal sources, round trip time, time difference of arrival, power density function of power levels, joint power density function of power levels, mobile device orientation, network state reported by the network, network state determined by an observing device, and combinations thereof.
14. The method of claim 12 wherein the step of populating the calibration database further comprises populating a calibration database for the communications network using the generated label and actual calibration data observed in the region.
15. The method of claim 12 wherein the grid of geographic locations are uniformly spaced in the region.
16. The method of claim 12 wherein the grid of geographic locations are randomly spaced in the region.
17. The method of claim 12 wherein the parameter includes a parameter selected from the group consisting of power levels, power differences, functions defined by power levels, functions defined by power differences, serving cell, serving sector, Timing Advance, Timing Advance equivalent, an ordered list of signal sources, round trip time, time difference of arrival, power density function of power levels, joint power density function of power levels, mobile device orientation, network state reported by the network, network state determined by an observing device, and combinations thereof.
18. The method of claim 12 wherein the label further comprises a plurality of columns, each column representing a relative ranking by cellular site of a different parameter.
19. The method of claim 12 wherein at least two rankings of sites in the label are of equal rank.
20. The method of claim 19 further comprising the step of:
(i) dividing the label having equal ranked sites into two columns, each of the two columns having the same ranking of respective sites but with the two equal ranking sites transposed in the two columns, or
(ii) providing the label with a subset indicating the sites which have an equal rank.
21. The method of claim 12 further comprising the step of modifying the relative ranking of the generated label as a function of a second parameter.
22. The method of claim 12 further comprising the steps of:
(d) receiving a network measurement report (NMR) for a target mobile device;
(e) generating a candidate label as a function of the first measurement parameter in the received NMR, the candidate label including a relative ranking by respective cellular site of the first measurement parameter;
(f) comparing the candidate label with the generated label; and
(g) determining an estimated location of the mobile device as a function of the comparison.