Location determination using RF fingerprints
View Patent ↗A method for determining the location of a mobile unit (MU) in a wireless communication system and presenting it to a remote party. The location of a remote MU is determined by comparing a snapshot of a predefined portion of the radio-frequency (RF) spectrum taken by the MU to a reference database containing multiple snapshots taken at various locations. The result of the comparison is used to determine if the MU is at a specific location. The comparison may be made in the MU, or at some other location situated remotely from the MU. In the latter case, sufficient information regarding the captured fingerprint is transmitted from the MU to the remote location. The database may be pre-compiled or generated on-line.
1. A method for locating a position of a mobile unit in a wireless communication network, said method comprising:
receiving a first RF fingerprint from said mobile unit, wherein said first RF fingerprint is indicative of a portion of the RF spectrum at said mobile unit at a first time;
generating a first probability distribution for said position of said mobile unit based on said first fingerprint;
receiving a second RF fingerprint from said mobile unit, wherein said second RF fingerprint is indicative of said portion of the RF spectrum at said mobile unit at a second time that is after said first time;
generating a second probability distribution based on said first probability distribution and at least one possible motion of said mobile unit between said first time and said second time; and
generating a third probability distribution for said position of said mobile unit based on a combination of said second probability distribution and said second fingerprint.
2. The method of claim 1 further comprising generating a filtered estimate of said position of said mobile unit at said second time based on said third probability distribution.
3. The method of claim 1 further comprising generating a smoothed estimate of said position of said mobile unit at said first time based on said third probability distribution.
4. The method of claim 1 further comprising generating an estimate of said position of said mobile unit at said first time based on an expected value of said third probability distribution.
5. The method of claim 1 further comprising generating an estimate of said position of said mobile unit at said first time based on the most likely value of said third probability distribution.
6. A method comprising:
receiving a first RF fingerprint that is indicative of the signal attenuation between a mobile unit and at least one base station at a first time;
generating a first probability distribution for a location of said mobile unit based on said first RF fingerprint;
receiving a second RF fingerprint that is indicative of the signal attenuation between said mobile unit and at least one base station at a second time that is after said first time;
generating a second probability distribution based on said first probability distribution and at least one possible motion of said mobile unit between said first time and said second time; and
generating a third probability distribution for a location of said mobile unit based on a combination of said second probability distribution and said second fingerprint.
7. The method of claim 6 further comprising generating a filtered estimate of said position of said mobile unit at said second time based on said third probability distribution.
8. The method of claim 6 further comprising generating an estimate of said position of said mobile unit at said first time based on an expected value of said third probability distribution.
9. The method of claim 6 further comprising generating an estimate of said position of said mobile unit at said first time based on the most likely value of said third probability distribution.