Adaptive downlink multi user multiple input multiple output (MU-MIMO)precoding using uplink signal subspace tracking for active antenna systems AAS
A method, base station and user equipment are disclosed. A base station configured to communicate with a plurality of user equipments is provided. The base station includes processing circuitry configured to: track a downlink signal subspace for each UE of the plurality of UEs, and determine a Multi-User Multiple-Input Multiple-Output, MU-MIMO, precoders based on the downlink signal subspace for each UE of the plurality of UEs. The MU-MIMO precoders are configured to at least in part suppress intra-cell MU-MIMO interference.
1. A base station configured to communicate with a plurality of user equipments, UEs, the base station comprising processing circuitry configured to:
track a downlink signal subspace for each UE of the plurality of UEs; and
determine a Multi-User Multiple-Input Multiple-Output, MU-MIMO, precoders based on the tracked downlink signal subspace for each UE of the plurality of UEs, the MU-MIMO precoders being configured to at least in part suppress intra-cell MU-MIMO interference.
2. The base station of claim 1 , wherein the determining of the MU-MIMO precoders includes determining MU-MIMO beamforming vectors of paired UEs of the plurality of UEs, the beamforming vectors are configured to at least in part suppress intra-cell MU-MIMO interference.
3. The base station of claim 1 , wherein the downlink signal subspace includes significant eigenvectors and eigenvalues of a covariance matrix of the downlink channel for each UE of the plurality of UEs.
4. The base station of claim 3 , wherein the tracking of the downlink signal subspace for each UE of the plurality of UEs includes:
estimating an M×R matrix whose columns are R significant eigenvectors of the covariance matrix, where M and R are positive integers; and
estimating an R×R diagonal matrix corresponding to eigenvalues of the covariance matrix.
5. The base station of claim 3 , wherein a plurality of dimensions of the covariance matrix are less than or equal to a number of antennas of the base station.
6. The base station of claim 3 , wherein the covariance matrix corresponds to the covariance matrix for an antenna polarization.
7. The base station of claim 1 , wherein the tracking of the downlink signal subspace is based on at least one of an uplink demodulation reference signal, DMRS, and an uplink sounding reference signal, SRS.
8. The base station of claim 1 , wherein the processing circuitry is further configured to:
determine a Single User, SU, -MIMO precoder for a UE of the plurality of UEs based on the tracked downlink signal subspace;
estimate signal leakage between two UEs of the plurality of UEs based on the SU-MIMO precoders; and
pair at least two UEs of the plurality of UEs if the estimated leakage is below a predefined threshold.
9. The base station of claim 1 , wherein the MU-MIMO precoders are for the at least two UEs of the plurality of UEs that are paired for MU-MIMO co-scheduling.
10. The base station of claim 1 , wherein the tracking of the downlink signal subspace for each UE of the plurality of UEs is performed iteratively.
11. A method for a base station configured to communicate with a plurality of user equipments, UEs, the method comprising:
tracking a downlink signal subspace for each UE of the plurality of UEs; and
determining a Multi-User Multiple-Input Multiple-Output, MU-MIMO, precoder based on the tracked downlink signal subspace for each UE of the plurality of UEs, the MU-MIMO precoders being configured to at least in part suppress intra-cell MU-MIMO interference.
12. The method of claim 11 , wherein the determining of the MU-MIMO precoders includes determining MU-MIMO beamforming vectors of paired UEs of the plurality of UEs, the beamforming vectors are configured to at least in part suppress intra-cell MU-MIMO interference.
13. The method of claim 11 , wherein the downlink signal subspace includes significant eigenvectors and eigenvalues of a covariance matrix of the downlink channel for each UE of the plurality of UEs.
14. The method of claim 13 , wherein the tracking of the downlink signal subspace for each UE of the plurality of UEs includes:
estimating an M×R matrix whose columns are R significant eigenvectors of the covariance matrix, where M and R are positive integers; and
estimating an R×R diagonal matrix corresponding to eigenvalues of the covariance matrix.
15. The method of claim 13 , wherein a plurality of dimensions of the covariance matrix are less than or equal to a number of antennas of the base station.
16. The method of claim 13 , wherein the covariance matrix corresponds to the covariance matrix for an antenna polarization.
17. The method of claim 11 , wherein the tracking of the downlink signal subspace is based on at least one of an uplink demodulation reference signal, DMRS, and an uplink sounding reference signal, SRS.
18. The method of claim 11 , further comprising:
determining a Single User, SU, -MIMO precoder for a UE of the plurality of UEs based on the tracked downlink signal subspace;
estimating signal leakage between two UEs of the plurality of UEs based on the SU-MIMO precoders; and
pairing at least two UEs of the plurality of UEs if the estimated leakage is below a predefined threshold.
19. The method of claim 11 , wherein the MU-MIMO precoders are for the at least two of the plurality of UEs that are paired for MU-MIMO co-scheduling.
20. The method of claim 11 , wherein the tracking of the downlink signal subspace for each UE of the plurality of UEs is performed iteratively.
21. A first user equipment, UE, configured to communicate with a base station, the first UE comprising processing circuitry configured to:
perform wireless communication using Multi-User Multiple-Input Multiple-Output, MU-MIMO, precoders, the MU-MIMO precoders being based on tracking of a downlink signal subspace for each UE of a plurality of UEs, the plurality of UEs including the first UE, the MU-MIMO precoders being configured to at least in part suppress intra-cell MU-MIMO interference.
22. A method of a first user equipment, UE, configured to communicate with a base station, the method comprising:
performing wireless communication using Multi-User Multiple-Input Multiple-Output, MU-MIMO, precoders, the MU-MIMO precoders being based on tracking of a downlink signal subspace for each UE of a plurality of UEs, the plurality of UEs including the first UE, the MU-MIMO precoders being configured to at least in part suppress intra-cell MU-MIMO interference.