Subspace tracking in full dimension MIMO

• US 9,655,107 B2
• Filed: 12/26/2013
• Issued: 05/16/2017
• Est. Priority Date: 06/28/2013
• Status: Active Grant

• Current Assignee: Apple Inc.
• Original Assignee: Intel Corporation
• Inventors: Shirani-Mehr, Hooman, Li, Qinghua, Zhu, Yuan
• Primary Examiner(s): Ali, Shawkat M
• Application Number:
  US14/141,206
• Publication Number:
  US 20150003543A1
• Time in Patent Office: 1,237 Days
• Field of Search: 370203, 370208, 370252, 370328, 370329, 370344, 375219, 375260, 375267, 375295, 375316, 455415, 704223
• CPC Class Codes: H04B 7/024 Co-operative use of antennas of several sites, e.g. in co-ordinated multipoint or co-operative multiple-input multiple-output [MIMO] systems
• CPC Class Codes: H04B 7/0452 Multi-user MIMO systems
• CPC Class Codes: H04B 7/0626 Channel coefficients, e.g. channel state information [CSI]
• CPC Class Codes: H04J 11/005 of intercell interference
• CPC Class Codes: H04L 12/18 for broadcast or conference , e.g. multicast
• CPC Class Codes: H04L 25/021 Estimation of channel covariance
• CPC Class Codes: H04L 25/0242 using matrix methods
• CPC Class Codes: H04L 25/03891 Spatial equalizers MIMO diversity systems H04B7/0413
• CPC Class Codes: H04L 5/1469 using time-sharing
• CPC Class Codes: H04W 16/14 Spectrum sharing arrangements between different networks
• CPC Class Codes: H04W 24/10 Scheduling measurement reports ; Arrangements for measurement reports
• CPC Class Codes: H04W 36/02 Buffering or recovering information during reselection ; Modification of the traffic flow during hand-off
• CPC Class Codes: H04W 48/12 using downlink control channel
• CPC Class Codes: H04W 48/16 Discovering, processing access restriction or access information
• CPC Class Codes: H04W 56/0005 synchronizing of arrival of multiple uplinks
• CPC Class Codes: H04W 68/04 multi-step notification using statistical or historical mobility data
• CPC Class Codes: H04W 72/02 Selection of wireless resources by user or terminal
• CPC Class Codes: H04W 72/0446 Resources in time domain, e.g. slots or frames
• CPC Class Codes: H04W 72/20 Control channels or signalling for resource management
• CPC Class Codes: H04W 72/23 in the downlink direction of a wireless link, i.e. towards a terminal
• CPC Class Codes: H04W 74/004 : in the uplink, i.e. towards network
• CPC Class Codes: H04W 74/006 : in the downlink, i.e. towards the terminal
• CPC Class Codes: H04W 74/0816 : with collision avoidance
• CPC Class Codes: H04W 76/10 : Connection setup
• CPC Class Codes: H04W 76/19 : Connection re-establishment
• CPC Class Codes: H04W 76/30 : Connection release
• CPC Class Codes: H04W 8/005 : Discovery of network devices, e.g. terminals
• CPC Class Codes: H04W 84/045 : using private Base Stations, e.g. femto Base Stations, home Node B
• CPC Class Codes: H04W 84/18 : Self-organising networks, e.g. ad-hoc networks or sensor networks
• CPC Class Codes: H04W 88/02 : Terminal devices
• CPC Class Codes: H04W 88/06 : adapted for operation in multiple networks or having at least two operational modes, e.g. multi-mode terminals

Abstract

Disclosed in some examples are methods, systems, devices, and machine readable mediums which reduce the amount of bandwidth consumed by the reference signals. In some examples, this is achieved by finding the optimal subspace containing all the active UEs in the cell and transmitting reference signals to that subspace. In some examples, second order statistics may be utilized to calculate a projected channel to the optimal subspace at the UE and then feeding this back to the eNodeB. The projected channel to optimal subspace may be utilized at the UE and the eNodeB to transform the codebook and align the codewords with the channel direction.

Claims

1. A method for reducing channel estimation overhead, the method comprising:

at an eNodeB that provides a cell;

calculating a beamforming vector matrix using previously received channel state feedback for a plurality of active User Equipment(UE)s in the cell;

determining an optimal signal subspace containing the plurality of active UEs in the cell using the beamforming vector matrix;

transmitting a beam formed reference signal to the determined optimal signal subspace;

determining that a UE of the plurality of active UEs in the cell has moved out of the optimal signal subspace;

recalculating the beamforming vector matrix for the plurality of active UEs including the UE of the plurality of active UEs in the cell;

transmitting a second beam formed reference signal to the UE of the plurality of active UEs in the cell using the recalculated beamforming reference matrix, the second beam formed reference signal being outside the optimal signal subspace;

receiving a projected channel from the UE of the plurality of active UEs in the cell, the projected channel calculated by the UE of the plurality of active UEs in the cell based upon the second beam formed reference signal; and

transforming a codebook and aligning codewords with a channel direction of the received projected channel.

2. The method of claim 1, wherein transmitting reference signals includes transmitting Channel State Information Reference Signals.

3. The method of claim 1, wherein transmitting reference signals and receiving the projected channel are done using an Orthogonal Frequency Division Multiplexing standard.

4. The method of claim 1, wherein the optimal signal subspace has a dimension that is less than a full signal subspace.

5. The method of claim 4, wherein transmitting reference signals comprises transmitting the reference signals to the plurality of active UEs in the cell.

6. The method of claim 1, comprising determining a change in the optimal signal subspace by scanning directions orthogonal to the optimal signal subspace.

7. The method of claim 1, wherein determining the optimal signal subspace comprises estimating a channel covariance matrix at the end of a training phase.

8. An eNodeB comprising:

a signal subspace calculation circuitry configured to;

calculate a beamforming vector matrix using previously received channel state feedback for a plurality of active User Equipment(UE)s in a cell;

determine an optimal signal subspace containing the plurality of active UEs in the cell using the beamforming vector matrix;

in response to determining that a UE of the plurality of active UEs in the cell has moved out of the optimal signal subspace, recalculating the beamforming vector matrix for the plurality of active UEs including the UE of the plurality of active UEs in the cell;

a reference signal output circuitry configured to;

transmit a beam formed reference signal to the optimal signal subspace;

transmit a second beam formed reference signal to the UE of the plurality of active UEs in the cell using the recalculated beamforming reference matrix, the second beam formed reference signal being outside the optimal signal subspace;

an uplink reception circuitry configured to;

receive a projected channel from the UE of the plurality of active UEs in the cell, the projected channel calculated by the UE of the plurality of active UEs in the cell based upon the second beam formed reference signal; and

a transformation circuitry configured to;

transform a codebook and align codewords with a channel direction of the received projected channel.

9. The eNodeB of claim 8, wherein the reference signal output circuitry is configured to transmit reference signals by at least being configured to transmit Channel State Information Reference Signals.

10. The eNodeB of claim 8, wherein the reference signal output circuitry is configured to transmit the reference signals using at least an Orthogonal Frequency Division Multiplexing standard.

11. The eNodeB of claim 8, wherein the optimal signal subspace has a dimension that is less than a full signal subspace.

12. The eNodeB of claim 11, wherein the reference signal output circuitry is configured to transmit the reference signals by at least being configured to transmit the reference signals to the plurality of active UEs in the cell.

13. The eNodeB of claim 8, wherein the signal subspace calculation circuitry is configured to determine a change in the optimal signal subspace by scanning directions orthogonal to the optimal signal subspace.

14. The eNodeB of claim 8, wherein the signal subspace calculation circuitry is configured to determine the optimal signal subspace by at least being configured to estimate a channel covariance matrix at the end of a training phase.

15. Anon-transitory machine readable medium that stores instructions which when performed by a machine, cause the machine to perform operations comprising:

calculating a beamforming vector matrix using previously received channel state feedback for a plurality of active User Equipment(UE)s in the cell;

determining an optimal signal subspace containing the plurality of active UEs in the cell using the beamforming vector matrix;

transmitting a beam formed reference signal to the optimal signal subspace;

determining that a UE of the plurality of active UEs in the cell has moved out of the optimal signal subspace;

recalculating the beamforming vector matrix for the plurality of active UEs including the UE of the plurality of active UEs in the cell;

transmitting a second beam formed reference signal to the UE of the plurality of active UEs in the cell using the recalculated beamforming reference matrix, the second beam formed reference signal being outside the optimal signal subspace;

receiving a projected channel from the UE of the plurality of active UEs in the cell, the projected channel calculated by the UE of the plurality of active UEs the cell based upon the second beam formed reference signal; and

transforming a codebook and align codewords with a channel direction of the received projected channel.

16. A User Equipment (UE) comprising:

a reference signal reception circuitry configured to receive a beam formed reference signal sent from an eNodeB, the beam formed reference signal using a beamforming vector matrix, and the UE that is a member of a plurality of active UEs, the UE having moved outside of an optimal signal space of the eNodeB;

an estimation circuitry configured to estimate projected channel coefficients and direction based upon he received beam formed reference signal sent from the eNodeB;

a transformation circuitry configured to transform a codebook by a covariance matrix of the projected channel coefficients and direction;

a quantization circuitry configured to quantize the projected channel direction using the transformed codebook;

a feedback circuitry configured to;

calculate a precoding matrix indicator based upon the quantized projected channel direction; and

transmit the precoding matrix indicator, and a quantized covariance matrix calculated from the covariance matrix to the eNodeB.

17. The UE of claim 16, wherein the feedback circuitry is configured to calculate the quantized covariance matrix by at least being configured to:

calculate the quantized covariance matrix based upon the covariance matrix by scalar quantization of elements of the covariance matrix.

18. The UE of claim 17, wherein the feedback circuitry is configured to calculate the quantized covariance matrix based upon the covariance matrix by at least being configured to only quantize one of:

upper and the lower triangular elements of the matrix.

19. A method comprising:

receiving a beam formed reference signal sent from an eNodeB, the beam formed reference signal using a beamforming vector matrix, and a User Equipment (UE) that is a member of a plurality of active UEs in a cell, the UE having moved outside of an optimal signal space of the eNodeB;

estimating projected channel coefficients and direction based upon the beam formed reference signal sent from the eNodeB;

transforming a codebook by a covariance matrix of the projected channel coefficients and direction;

quantizing the projected channel direction using the transformed codebook;

calculating a precoding matrix indicator based upon the quantized projected channel direction; and

transmitting the precoding matrix indicator, and a quantized covariance matrix calculated from the covariance matrix to the eNodeB.

20. A non-transitory machine readable medium that stores instructions which when performed by a machine, cause the machine to perform operations comprising:

receiving a beam formed reference signal sent from an eNodeB, the beam formed reference signal using a beamforming vector matrix, and a User Equipment (UE) that is a member of a plurality of active UEs in a cell, the UE having moved outside of an optimal signal space of the eNodeB;

estimating projected channel coefficients and direction based upon the received beam formed reference signal sent from the eNodeB;

transforming a codebook by a covariance matrix of the projected channel coefficients and direction;

quantizing the projected channel direction using the transformed codebook;

calculating a precoding matrix indicator based upon the quantized projected channel direction; and

transmitting the precoding matrix indicator, and a quantized covariance matrix calculated from the covariance matrix to the eNodeB.