Fingerprint matching in massive MIMO systems
View Patent ↗The invention is directed to systems, methods and computer program products for determining a location of a device on a massive MIMO (multiple-input multiple-output) network. An exemplary method comprises receiving, from a device, a first signal and a second signal at a base station; measuring a first signal characteristic for the first signal and a second signal characteristic for the second signal; comparing and matching the first measured signal characteristic to a first reference signal characteristic for a first reference signal and the second measured signal characteristic to a second reference signal characteristic for a second reference signal; and determining a location of the device based on the first measured signal characteristic and the second measured signal characteristic.
1. A method for determining a location of a device on a massive MIMO (multiple-input multiple-output) network, the method comprising:
receiving, from the device, a first signal and a second signal at a base station, wherein the signals are received via the massive MIMO network;
measuring a first signal characteristic for the first signal and a second signal characteristic for the second signal, wherein the first signal characteristic and the second signal characteristic comprise at least angular spread;
comparing the first and second measured signal characteristics to a plurality of reference signal characteristics, each reference signal characteristic associated with a corresponding reference signal;
based on the results of the comparison, matching at least the angular spread of the first measured signal characteristic to a first reference signal characteristic for a first reference signal and at least the angular spread of the second measured signal characteristic to a second reference signal characteristic for a second reference signal; and
in response to matching at least the angular spread of the first measured signal characteristic to the first reference signal characteristic for the first reference signal and the angular spread of the second measured signal characteristic to the second reference signal characteristic for the second reference signal, determining a location of the device based on the first measured signal characteristic and the second measured signal characteristic.
2. The method of claim 1 , wherein the first signal characteristic or the second signal characteristic comprises a horizontal incoming angle.
3. The method of claim 1 , wherein the first signal characteristic or the second signal characteristic comprises a vertical incoming angle.
4. The method of claim 1 , wherein the first signal characteristic or the second signal characteristic comprises a time delay, or an amplitude.
5. The method of claim 1 , wherein the first signal or the second signal comprises an echo of a pilot signal.
6. The method of claim 1 , wherein the first signal or the second signal comprises a multipath component (MPC).
7. The method of claim 1 , wherein the first signal or the second signal comprises a subset of multipath components (MPCs) selected based on a criteria.
8. The method of claim 1 , wherein the first reference signal characteristic or the second reference signal characteristic is stored in a reference table.
9. The method of claim 1 , wherein the location of the device is determined once per unit interval.
10. The method of claim 1 , further comprising determining a location history of the device, and determining the location of the device further based on the location history.
11. The method of claim 10 , further comprising determining a time of the day, and determining the location of the device further based on the location history and the time of the day.
12. The method of claim 1 , further comprising determining a speed of the device, and determining the location of the device further based on the speed.
13. The method of claim 1 , further comprising transmitting the location of the device to the device.
14. An apparatus for determining a location of a device on a massive MIMO (multiple-input multiple-output) network, the apparatus comprising:
a memory;
a processor; and
a module stored in the memory, executable by the processor, and configured to:
receive, from the device, a first signal and a second signal at a base station, wherein the signals are received via the massive MIMO network;
measure a first signal characteristic for the first signal and a second signal characteristic for the second signal, wherein the first signal characteristic and the second signal characteristic comprise at least angular spread;
compare the first and second measured signal characteristics including the to a plurality of reference signal characteristics, each reference signal characteristic associated with a corresponding reference signal;
based on the results of the comparison, match at least the angular spread of the first measured signal characteristic to a first reference signal characteristic for a first reference signal and at least the angular spread of the second measured signal characteristic to a second reference signal characteristic for a second reference signal; and
in response to matching at least the angular spread of the first measured signal characteristic to the first reference signal characteristic for the first reference signal and the angular spread of the second measured signal characteristic to the second reference signal characteristic for the second reference signal, determine a location of the device based on the first measured signal characteristic and the second measured signal characteristic.
15. The apparatus of claim 14 , wherein the first signal characteristic or the second signal characteristic comprises a horizontal incoming angle.
16. The apparatus of claim 14 , wherein the first signal characteristic or the second signal characteristic comprises a vertical incoming angle.
17. The apparatus of claim 14 , wherein the first signal characteristic or the second signal characteristic comprises a time delay or an amplitude.
18. A computer program product for determining a location of a device on a massive MIMO (multiple-input multiple-output) network, the computer program product comprising:
a non-transitory computer-readable medium comprising a set of codes for causing a computer to:
receive, from the device, a first signal and a second signal at a base station, wherein the signals are received via the massive MIMO network;
measure a first signal characteristic for the first signal and a second signal characteristic for the second signal, wherein the first signal characteristic and the second signal characteristic comprises at least angular spread;
compare the first and second measured signal characteristics to a plurality of reference signal characteristics, each reference signal characteristic associated with a corresponding reference signal;
based on the results of the comparison, match at least the angular spread of the first measured signal characteristic to a first reference signal characteristic for a first reference signal and the angular spread of the second measured signal characteristic to a second reference signal characteristic for a second reference signal; and
in response to matching at least the angular spread of the first measured signal characteristic to the first reference signal characteristic for the first reference signal and the angular spread of the second measured signal characteristic to the second reference signal characteristic for the second reference signal, determine a location of the device based on the first measured signal characteristic and the second measured signal characteristic.
19. The computer program product of claim 18 , wherein the first signal characteristic comprises a horizontal incoming angle, a vertical incoming angle, an angular spread, and/or a time delay.