Location inference using radio frequency fingerprinting
View Patent ↗A method for inferring location of a mobile device is provided. A radio frequency fingerprint is taken for a mobile device, wherein the radio frequency fingerprint includes cell tower data and cell sector data that includes a cell sector through which the mobile device is not communicating. Whether the radio frequency fingerprint matches a previous radio frequency fingerprint associated with a location fix is determined. A location fix technology is executed for the mobile device in response to a determination that the radio frequency fingerprint does not match the previous radio frequency fingerprint.
1. A method for inferring location of a mobile device, comprising:
taking a radio frequency fingerprint of a mobile device, wherein the radio frequency fingerprint comprises cell tower data and cell sector data that includes a cell sector through which the mobile device is not communicating;
prior to executing a location fix technology, determining whether the radio frequency fingerprint matches a previous radio frequency fingerprint of a second mobile device associated with a location fix; and
executing the location fix technology for the mobile device in response to a determination that the radio frequency fingerprint does not match the previous radio frequency fingerprint, wherein the location fix technology is selected from the group consisting of advanced forward link trilateration, global positioning system, and a hybrid location fix technology.
2. The method of claim 1 , further comprising: inferring a current location for the mobile device based on the location fix in response to a determination that the radio frequency fingerprint matches the previous radio frequency fingerprint.
3. The method of claim 1 further comprising storing the radio frequency fingerprint, a location fix based on executing the location fix technology, and a corresponding time of execution for the location fix technology.
4. The method of claim 3 wherein storing the radio frequency fingerprint, the location fix based on executing the location fix technology, and the corresponding time comprises maintaining a history of the radio frequency fingerprint, the location fix, and the corresponding time.
5. The method of claim 1 wherein the location request specifies a cell tower proximity and a time required for determining whether the radio frequency fingerprint matches the previous radio frequency fingerprint.
6. The method of claim 1 , wherein the radio frequency fingerprint further comprises at least one of cell tower signal amplitude, cell tower signal phase, cell sector frequencies, and pseudo noise phase measurement data.
7. The method of claim 1 , wherein the radio frequency fingerprint matches the previous radio frequency fingerprint if a degree of confidence score based on a comparison of the radio frequency fingerprint and the previous radio frequency fingerprint exceeds a specified threshold score.
8. A system for inferring location of a mobile device, comprising:
a mobile device; and
a location engine on the mobile device to take a radio frequency fingerprint of the mobile device, wherein the radio frequency fingerprint includes cell tower data and cell sector data that includes a cell sector through which the mobile device is not communicating; to determine whether the radio frequency fingerprint matches a previous radio frequency fingerprint of a second mobile device associated with a location fix prior to executing a location fix technology; and to execute the location fix technology for the mobile device in response to a determination that the radio frequency fingerprint does not match the previous radio frequency fingerprint associated with the location fix, wherein the location fix technology is selected from the group consisting of advanced forward link trilateration, global positioning system, and a hybrid location fix technology.
9. The system of claim 8 , wherein the location engine is further operable to infer a current location for the mobile device based on the location fix in response to a determination that the radio frequency fingerprint matches the previous radio frequency fingerprint.
10. The system of claim 8 wherein the location engine is further operable to store the radio frequency fingerprint, a location fix based on executing the location fix technology, and a corresponding time of execution for the location fix technology on the mobile device.
11. The system of claim 10 , further comprising a server in communication with the mobile device, wherein the location engine is further operable to store the radio frequency fingerprint, the location fix based on executing the location fix technology, and the corresponding time of execution for the location fix technology on the server.
12. The system of claim 10 wherein the location engine is further operable to maintain a history of the radio frequency fingerprint, the location fix based on executing the location fix technology, and the corresponding time.
13. The system of claim 8 wherein the location engine takes the radio frequency fingerprint based on one of a duration of time, a use of a browser on the mobile device, a call on the mobile device, a location request, and an enablement of a global positioning system.
14. A method for inferring location of a mobile device, comprising:
taking a radio frequency fingerprint of a mobile device, wherein the radio frequency fingerprint includes cell tower data and cell sector data that includes a cell sector through which the mobile device is not communicating;
prior to executing a location fix technology, determining whether the radio frequency fingerprint matches an other radio frequency fingerprint of an other mobile device associated with a location fix for the other mobile device; and
executing the location fix technology for the mobile device in response to a determination that the radio frequency fingerprint does not match the other radio frequency fingerprint, wherein the location fix technology is selected from the group consisting of advanced forward link trilateration, global positioning system, and a hybrid location fix technology.
15. The method of claim 14 , further comprising: inferring a current location for the mobile device based on the location fix in response to a determination that the radio frequency fingerprint matches the other radio frequency fingerprint.
16. The method of claim 14 further comprising storing the radio frequency fingerprint, a location fix based on executing the location fix technology, and a corresponding time of execution for the location fix technology.
17. The method of claim 16 wherein storing the radio frequency fingerprint, the location fix based on executing the location fix technology, and the corresponding time comprises maintaining a history of the radio frequency fingerprint, the location fix based on executing the location fix technology, and the corresponding time.
18. The method of claim 14 further comprising taking the radio frequency fingerprint based on one of a duration of time, a use of a browser on the mobile device, a call on the mobile device, a location request, and an enablement of a global positioning system.
19. The method of claim 1 , wherein the second mobile device is the mobile device.