Geolocation determination with power fingerprinting
A method for deriving geolocation of a mobile device within a coverage area of a cellular communication network includes receiving pathloss data and measurement data associated with a plurality of individual sectors within a plurality of individual cells of the cellular communication network. Each of the plurality of individual sectors includes a plurality of geographic bins. Reception power measurements are determined for each of the plurality of geographic bins. A plurality of maps is generated for each of the plurality of individual sectors based on at least one characteristic included in the received pathloss data or measurement data or based on the determined one or more reception power measurements. Geolocation of the mobile device is determined based on the generated plurality of maps.
1. A method for deriving geolocation of a mobile device within a coverage area of a cellular communication network, the method comprising:
receiving pathloss data and measurement data associated with a plurality of individual sectors within a plurality of individual cells of the cellular communication network, each of the plurality of individual sectors comprising a plurality of geographic bins;
determining one or more reception power measurements for each of the plurality of geographic bins;
generating a plurality of maps including two or more regions of one of the plurality of individual cells for each of the plurality of individual sectors based on at least one characteristic included in the received pathloss data or measurement data or based on the determined one or more reception power measurements, wherein the two or more cell regions include at least inner cell center region, outer cell center region and cell edge region and wherein each of the two or more cell regions includes a plurality of geographic bins grouped together based on one or more measurements and wherein the plurality of maps associates each bin of the plurality of geographic bins with at least one of neighbor cell information, time advance information and best network server information and wherein the associations are stored in a data repository; and
determining geolocation of the mobile device based on the generated plurality of maps, wherein determining geolocation of the mobile device comprises selecting a subset of geographic bins from the plurality of geographic bins based on at least some of the neighbor cell information, the time advance information and the best network server information contained within the generated plurality of maps.
2. The method of claim 1 , wherein the two or more regions are determined based on a determined average RSRP measurements of geographic bins included in the corresponding region.
3. The method of claim 1 , wherein determining geolocation of the mobile device further comprises identifying one or more geographic bins from the selected subset of geographic bins based on an order of neighbor cell identifiers.
4. The method of claim 1 , wherein the two or more cell regions are generated in response to determining that the one or more measurements associated with geographic bins included in the corresponding region are in a predetermined relationship with one or more predetermined thresholds.
5. The method of claim 1 , wherein the plurality of maps associates each bin of the plurality of geographic bins with mobility status of a corresponding mobile device.
6. A network device for deriving geolocation of a mobile device within a coverage area of a cellular communication network, the network device is configured to:
receive pathloss data and measurement data associated with a plurality of individual sectors within a plurality of individual cells of the cellular communication network, each of the plurality of individual sectors comprising a plurality of geographic bins;
determine one or more reception power measurements for each of the plurality of geographic bins;
generate a plurality of maps for each of the plurality of individual sectors based on at least one characteristic included in the received pathloss data or measurement data or based on the determined one or more reception power measurements, wherein each of the plurality of maps includes two or more regions of one of the plurality of individual cells and wherein the two or more cell regions comprise at least inner cell center region, outer cell center region and cell edge region and wherein each of the two or more cell regions comprises a plurality of geographic bins grouped together based on one or more measurements; and
determine geolocation of the mobile device based on the generated plurality of maps and select a subset of geographic bins from the plurality of geographic bins based on at least some of neighbor cell information, time advance information and best network server information contained within the generated plurality of maps, wherein the plurality of maps associates each bin of the plurality of geographic bins with at least one of neighbor cell information, time advance information and best network server information and wherein the associations are stored in a data repository.
7. The network device of claim 6 , wherein the two or more regions are determined based on a determined average RSRP measurements of geographic bins included in the corresponding region.
8. The network device of claim 6 , wherein the network device configured to determine geolocation of the mobile device further comprises the network device configured to identify one or more geographic bins from the selected subset of geographic bins based on an order of neighbor cell identifiers.
9. The device of claim 6 , wherein the two or more cell regions are generated in response to determining that the one or more measurements associated with geographic bins included in the corresponding region are in a predetermined relationship with one or more predetermined thresholds.
10. The device of claim 6 , wherein the plurality of maps associates each bin of the plurality of geographic bins with mobility status of a corresponding mobile device.