Database seeding with location information for wireless access points
A query device scans radio frequencies for visible transmitting devices. The querying device receives at least a signal strength and identifier information associated with each of the transmitting devices. The list of visible devices is used to query a database containing location information for a plurality of visible devices. The list may be sent to a locationing system that may perform a location analysis on the resulting data to return a location to the query device. The weighted average of the locations returned in the database query may be computed to determine the location of the querying device, with the weight for each of the locations being the current signal strength detected by the querying device. Neural network analysis may also be used to determine the location of the querying device. Learning and seeding operations many also be used to populate the database with location information for transmitting devices.
1. A computer-implemented method for seeding a database with location information from a plurality of visible transmitting devices, comprising the steps of:
detecting a seeding event on a seeding device;
determining a current location of the seeding device;
using the seeding device to scan one or more radio frequencies for the plurality of visible transmitting devices;
receiving a signal strength and an identifier for each visible transmitting device among the plurality of visible transmitting devices;
using the identifier to query a database containing location points for a plurality of visible transmitting devices;
for visible transmitting devices having location points within the database, performing a weighted average analysis of those location points for each identifier to determine an average of those location points for the identifier, resulting in a set of averages, wherein a weight assigned to each location point is based on the signal strength for the visible transmitting device corresponding to that location point;
pairing the current location with the average and the identifier for each visible transmitting device to create the location information for each visible transmitting device; and
storing in the database the current location, the average and the identifier for each visible transmitting device.
2. The method as recited in claim 1 , wherein the identifier includes at least one of a media access control address, a service set identifier, or another unique identifier.
3. The method as recited in claim 1 , wherein the seeding device is a location-aware device.
4. The method as recited in claim 1 , wherein the seeding event is based on at least one of a GPS access, a change in a cell tower, a change in a cell tower signal strength, an accelerometer change, a battery being charged, a battering going off charge, a change in visible transmitting devices, and a change in the current location of the seeding device.
5. The method as recited in claim 1 , wherein the method is performed on a set time interval or at a scheduled time.
6. A system for seeding a database with location information from a plurality of visible transmitting devices, comprising:
a computer processor;
a memory in communication with the computer processor when the system is activated, the memory comprising computer readable instructions that upon execution by the computer processor cause the system to detect a seeding event on a seeding device, determine a current location of the seeding device, use the seeding device to scan one or more radio frequencies for the plurality of visible transmitting devices, receive a signal strength and an identifier for each visible transmitting device among the plurality of visible transmitting devices, use the identifier to query a database containing location points for a plurality of visible transmitting devices, for visible transmitting devices having location points within the database, perform a weighted average analysis of those location points for each identifier to determine an average of those location points for the identifier, resulting in a set of averages, wherein a weight assigned to each location point is based on the signal strength for the visible transmitting device corresponding to that location point, pair the current location with the average and the identifier for each visible transmitting device to create the location information for each visible transmitting device, and store in a database of the memory the current location, the average and the identifier for each visible transmitting device.
7. The system as recited in claim 6 , wherein the identifier includes at least one of a media access control address, a service set identifier, or another unique identifier.
8. The system as recited in claim 6 , wherein the seeding device is a location-aware device.
9. The system as recited in claim 6 , wherein the seeding event is based on at least one of a GPS access, a change in a cell tower, a change in a cell tower signal strength, an accelerometer change, a battery being charged, a battering going off charge, a change in visible transmitting devices, and a change in the current location of the seeding device.
10. The system as recited in claim 6 , wherein the seeding device is used to scan the one or more radio frequencies on a set time interval or at a scheduled time.