System and methods for information collection and processing for location estimation in MIMO wireless networks
View Patent ↗Disclosed herein, one embodiment of the disclosure is directed to a system, apparatus, and method for location estimation in the presence of multipath/non-line-of-sight (NLOS) conditions. Various methods have been contemplated to detect the level of multipath/NLOS propagation between two devices. A SNR variation method determines how the SNR of each chain/stream is varying over a time window in order to detect the chain/stream with least local scattering or multipath. A measure of coherence SNR is defined to measure the level of multipath/NLOS per-chain/stream. Moreover, since per-subcarrier SNR information is available at the one or both nodes, the coherence methods can be used on a per-subcarrier basis to detect multipath/NLOS for the entire channel, for the specific spatial stream or for the specific frequencies occupied by the subcarriers. Furthermore, a coherence bandwidth estimation method uses the SNR variation over subcarriers to detect the coherence bandwidth of the spatial stream. The amount of multipath/NLOS is inversely proportional to the coherence bandwidth.
1. A non-transitory computer-readable medium comprising instructions which, when executed by one or more hardware processors of a first device, cause the one or more hardware processors to:
receive, at each of a plurality of radio frequency chains, a corresponding set of frames from a second device;
determine characteristics associated with the set of frames received at each particular radio frequency chain of the plurality of radio frequency chains;
based on the characteristics associated with the set of frames received at each particular radio frequency chain of the plurality of radio frequency chains: select a subset of radio frequency chains from the plurality of radio frequency chains to be used in estimating a location of the second device; and
estimate the location of the second device using the characteristics associated with the set of frames received at the selected subset of radio frequency chains without using the characteristics associated with the set of frames received at non-selected radio frequency chains.
2. The non-transitory computer-readable medium of claim 1 , wherein the characteristics associated with the set of frames received at the particular radio frequency chain correspond to a variance in received signal strength among frames in said set of frames.
3. The non-transitory computer-readable medium of claim 1 , wherein the characteristics associated with the set of frames received at the particular radio frequency chain correspond to a level of multipath determined for the set of frames received at the particular radio frequency chain.
4. The non-transitory computer-readable medium of claim 1 , wherein the characteristics associated with the set of frames received at the particular radio frequency chain correspond to a Line-of-Sight value determined for the set of frames received at the particular radio frequency chain.
5. The non-transitory computer-readable medium of claim 1 , wherein the subset of radio frequency chains comprises exactly one radio frequency chain.
6. A non-transitory computer-readable medium comprising instructions which, when executed by one or more hardware processors, cause the one or more hardware processors to:
receive, by a first device from a second device, a set of one or more frames;
identify characteristics associated with the set of frames for each radio frequency subcarrier, of a plurality of radio frequency subcarriers, on which the set of frames was detected;
based on the characteristics, select a subset of the radio frequency subcarriers to be used in estimating a location of the second device;
identify a first subset of the characteristics associated with the selected subset of radio frequency subcarriers; and
estimate a location of the second device using the first subset of the characteristics without using a second subset of the characteristics.
7. The non-transitory computer-readable medium of claim 6 , wherein the instructions are to cause the one or more hardware processors to determine a Signal-To-Noise ratio for the received set of frames based on a signal strength detected for each of the first subset of radio frequency subcarriers.
8. A non-transitory computer-readable medium comprising instructions which, when executed by one or more hardware processors, cause the one or more hardware processors to:
receive, from a first device at a first location, a first set of one or more frames;
identify a received signal strength value associated with the first set of frames at each particular radio frequency subcarrier of a plurality of radio frequency subcarriers to obtain a first plurality of signal strength values;
receive, from a second device, a second set of one or more frames;
identify a received signal strength value associated with the second set of frames at each particular radio frequency subcarrier of a plurality of radio frequency subcarriers to obtain a second plurality of signal strength values;
determine that the first plurality of signal strength values and the second plurality of signal strength values share one or more similar derived characteristics; and
responsive to a determination that the first plurality of signal strength values and the second plurality of signal strength values share one or more similar characteristics: estimate that a location of the second device is the first location.
9. The non-transitory computer-readable medium of claim 8 , wherein to determine that the first plurality of signal strength values and the second plurality of signal strength values share one or more similar derived characteristics, the instructions are to cause the one or more hardware processors to determine that a ratio of signal strength values across different radio frequency subcarriers is similar.