System for MIMO spatial adaptivity in dynamic environments
View Patent ↗An adaptive wireless multiple-input multiple-output (MIMO) system switches among two or more modes of operation including Uninformed Transmitter (UT) and Informed Transmitter (IT) modes based on channel conditions as reflected in a set of metrics including a temporal selectivity metric (TSM) indicative of the temporal dynamics of the MIMO channel. In an exemplary embodiment, the adaptive MIMO system uses a dominant eigenmode IT mode of operation if a signal-to-noise ratio is below a threshold, otherwise, the system uses an IT mode or a UT mode based on the TSM. If the TSM indicates a channel that is changing too rapidly for feedback to be effective, the UT mode is used, otherwise the IT mode is used. Overall system capacity in time varying MIMO channels is thereby improved.
1. A method comprising:
estimating a channel between a first communication unit and a second communication unit;
determining a spatial selectivity metric based at least in part on the channel estimate;
determining a temporal selectivity metric indicative of at least one or more temporal dynamics of the estimated channel;
selecting one of a plurality of spatial operating modes in accordance with at least one of the spatial selectivity metric and the temporal selectivity metric, wherein at least one of the plurality of spatial operating modes is an uninformed transmitter (UT) mode and at least another of the plurality of spatial operating modes is an informed transmitter (IT) mode; and
operating at least one of the first and second communication units in accordance with the selected spatial operating mode.
2. The method of claim 1 , further comprising:
determining a signal-to-noise ratio (SNR) based on the channel estimate; and
selecting a dominant eigenmode IT mode if the SNR is below a threshold value, wherein the threshold value is determined in accordance with the spatial selectivity metric.
3. The method of claim 1 , further comprising selecting the UT mode if the temporal selectivity metric indicates that the channel is changing too quickly for the IT mode.
4. The method of claim 1 , wherein determining the temporal selectivity metric includes determining an autocorrelation of the channel estimate.
5. The method of claim 4 , wherein the autocorrelation is determined by evaluating the channel estimate with a time offset that is a function of a Doppler shift and a feedback delay.
6. The method of claim 1 , wherein determining the temporal selectivity metric includes determining a level crossing rate of a signal received by at least one of the first and second communication units.
7. The method of claim 1 , wherein determining the spatial selectivity metric includes determining an eigenvalue distribution of the channel estimate.
8. The method of claim 1 , wherein the first and second communication units alternate between receiving and transmitting and wherein-estimating the channel, determining the spatial selectivity metric, determining the temporal selectivity metric, and selecting one of the plurality of spatial operating modes are carried out at the receiving communication unit.
9. The method of claim 1 , wherein operating the at least one of the first and second communication units includes performing at least one of a maximum likelihood (ML), zero-forcing (ZF), and minimum mean squared error (MMSE) detection.
10. The method of claim 1 , wherein operating the at least one of the first and second communication units includes transmitting with equal power from a plurality of antennas when operating in UT mode.
11. An apparatus comprising:
a channel estimator, wherein the channel estimator estimates a channel between the apparatus and another communications apparatus;
a multiple-input multiple-output (MIMO) mode controller, wherein the MIMO mode controller:
determines a spatial selectivity metric based at least in part on the channel estimate;
determines a temporal selectivity metric indicative of at least one or more temporal dynamics of the estimated channel; and
selects one of a plurality of spatial operating modes in accordance with at least one of the spatial selectivity metric and the temporal selectivity metric, wherein at least one of the plurality of spatial operating modes is an uninformed transmitter (UT) mode and at least another of the plurality of spatial operating modes is an informed transmitter (IT) mode; and
a processing block, wherein the processing block controls at least one of transmit processing and receive processing in accordance with the selected spatial operating mode.
12. The apparatus of claim 11 , wherein the MIMO mode controller determines a signal-to-noise ratio (SNR) based on the channel estimate, and selects a dominant eigenmode IT mode if the SNR is below a threshold value, wherein the threshold value is determined in accordance with the spatial selectivity metric.
13. The apparatus of claim 11 , wherein the MIMO mode controller selects the UT mode if the temporal selectivity metric indicates that the channel is changing too quickly for the IT mode.
14. The apparatus of claim 11 , wherein the MIMO mode controller determines the temporal selectivity metric by determining an autocorrelation of the channel estimate.
15. The apparatus of claim 14 , wherein the MIMO mode controller determines the autocorrelation by evaluating the channel estimate with a time offset that is a function of a Doppler shift and a feedback delay.
16. The apparatus of claim 11 , wherein the MIMO mode controller determines the temporal selectivity metric by determining a level crossing rate of a signal received by the apparatus.
17. The apparatus of claim 11 , wherein the MIMO mode controller determines the spatial selectivity metric by determining an eigenvalue distribution of the channel estimate.
18. The apparatus of claim 11 , wherein the apparatus alternates between receiving and transmitting and wherein the MIMO mode controller selects one of the plurality of spatial operating modes when the apparatus is receiving.
19. The apparatus of claim 11 , wherein the processing block includes at least one of a maximum likelihood (ML) detector, a zero-forcing (ZF) detector, and a minimum mean squared error (MMSE) detector.
20. The apparatus of claim 11 , wherein the processing block transmits with equal power from a plurality of antennas when operating in UT mode.
21. The method of claim 1 , further comprising:
determining, for each of the plurality of spatial operating modes, a data rate of the channel based on at least one of the spatial selectivity metric and the temporal selectivity metric; and
selecting the one of the plurality of spatial operating modes that has a highest data rate for a desired bit error rate.
22. The apparatus of claim 11 , wherein the MIMO mode controller is further configured to:
determine, for each of the plurality of spatial operating modes, a data rate of the channel based on at least one of the spatial selectivity metric and the temporal selectivity metric; and
select the one of the plurality of spatial operating modes that has a highest data rate for a desired bit error rate.
23. A tangible computer-readable medium having instructions stored thereon, the instructions comprising:
instructions to estimate a channel between a first communication unit and a second communication unit;
instructions to determine a spatial selectivity metric based at least in part on the channel estimate;
instructions to determine a temporal selectivity metric indicative of at least one or more temporal dynamics of the estimated channel;
instructions to select one of a plurality of spatial operating modes in accordance with at least one of the spatial selectivity metric and the temporal selectivity metric, wherein at least one of the plurality of spatial operating modes is an uninformed transmitter (UT) mode and at least another of the plurality of spatial operating modes is an informed transmitter (IT) mode; and
instructions to operate at least one of the first and second communication units in accordance with the selected spatial operating mode.
24. The tangible computer-readable medium of claim 23 , further comprising:
instructions to determine a signal-to-noise ratio (SNR) based on the channel estimate; and
instructions to select a dominant eigenmode IT mode if the SNR is below a threshold value, wherein the threshold value is determined in accordance with the spatial selectivity metric.
25. The tangible computer-readable medium of claim 23 , further comprising instructions to determine an autocorrelation of the channel estimate, wherein the temporal selectivity metric is determined based at least in part on the autocorrelation.
26. The tangible computer-readable medium of claim 23 , further comprising instructions to determine a level crossing rate of a received signal, wherein the temporal selectivity metric is determined based at least in part on the level crossing rate.
27. The tangible computer-readable medium of claim 23 , further comprising instructions to determine an eigenvalue distribution of the channel estimate, wherein the spatial selectivity metric is determined based at least in part on the eigenvalue distribution.
28. A method comprising:
determining a signal-to-noise ratio of a channel between a first communication unit and a second communication unit;
determining a spatial selectivity metric of the channel;
comparing the signal-to-noise ratio to a threshold, wherein the threshold is based at least in part on the spatial selectivity metric; and
selecting an informed transmitter mode with dominant eigen-mode beam-forming as a spatial operating mode of at least one of the first and second communication units if the signal-to-noise ratio does not exceed the threshold.
29. The method of claim 28 , further comprising determining a temporal selectivity metric if the signal-to-noise ratio exceeds the threshold.
30. The method of claim 29 , further comprising determining, based at least in part on the temporal selectivity metric, an operating mode to use if the signal-to-noise ratio exceeds the threshold.
31. The method of claim 29 , wherein the temporal selectivity metric is determined based at least in part on the channel.
32. The method of claim 31 , further comprising performing an autocorrelation of the channel, wherein the temporal selectivity metric is based at least in part on the autocorrelation.