Robust rank prediction for a MIMO system

• US 8,599,945 B2
• Filed: 06/09/2006
• Issued: 12/03/2013
• Est. Priority Date: 06/16/2005
• Status: Active Grant

• Current Assignee: Qualcomm, Inc.
• Original Assignee: Qualcomm, Inc.
• Inventors: Sampath, Hemanth
• Primary Examiner(s): PHU, PHUONG M
• Application Number:
  US11/449,893
• Publication Number:
  US 20070005749A1
• Time in Patent Office: 2,734 Days
• Field of Search: 375/260, 375/267, 375/299, 375/346, 375/347, 375/349, 455/500, 455/501, 455/101, 370/334, 370/338, 370/349, 370/436
• US Class Current: 375/267
• CPC Class Codes: H04B 7/0417 Feedback systems
• CPC Class Codes: H04B 7/063 Parameters other than those covered in groups H04B7/0623 - H04B7/0634, e.g. channel matrix rank or transmit mode selection
• CPC Class Codes: H04B 7/0632 Channel quality parameters, e.g. channel quality indicator [CQI]
• CPC Class Codes: H04B 7/0697 using spatial multiplexing
• CPC Class Codes: H04L 1/0003 by switching between different modulation schemes
• CPC Class Codes: H04L 1/0007 by modifying the frame length
• CPC Class Codes: H04L 1/0009 by adapting the channel coding H04L1/1812 takes precedence
• CPC Class Codes: H04L 1/0025 Transmission of mode-switching indication
• CPC Class Codes: H04L 1/0026 Transmission of channel quality indication
• CPC Class Codes: H04W 52/04 TPC
• CPC Class Codes: H04W 52/26 using transmission rate or quality of service QoS [Quality of Service]

Abstract

Techniques for performing rank prediction in a MIMO system are described. Performance metrics for a plurality of ranks are initially determined. Each rank is indicative of a different number of data streams to send simultaneously via a MIMO channel. The performance metrics may relate to the capacity or signal quality of the MIMO channel or the throughput of data transmission sent via the MIMO channel. Adjustments are applied to the performance metrics for the ranks to obtain adjusted performance metrics. The adjustments account for system losses such as losses due to an error correction code used for data transmission, channel estimation errors at a receiver, variation in interference observed by the receiver, variability in transmit power due to power control, and/or other factors. A rank is selected for use based on the adjusted performance metrics for the ranks.

Claims

1. An apparatus comprising:

at least one processor configured to determine performance metrics for a plurality of ranks, each rank indicative of a different number of data streams to send simultaneously via a multiple-input multiple-output (MIMO) channel,

to apply adjustments to the performance metrics for the plurality of ranks to obtain adjusted performance metrics, the adjustments accounting for system losses, and

to select a rank to use for data transmission from among the plurality of ranks based on the adjusted performance metrics; and

a memory coupled to the at least one processor.

2. The apparatus of claim 1, wherein the performance metrics relate to capacity of the MIMO channel.

3. The apparatus of claim 1, wherein the performance metrics relate to throughput of data transmission sent via the MIMO channel.

4. The apparatus of claim 1, wherein the performance metrics relate to signal quality of the MIMO channel.

5. The apparatus of claim 1, wherein the adjustments account for losses due to an error correction code used for data transmission.

6. The apparatus of claim 1, wherein the adjustments account for channel estimation errors at a receiver.

7. The apparatus of claim 1, wherein the adjustments account for variation in interference observed by a receiver.

8. The apparatus of claim 1, wherein the adjustments account for variation in transmit power used for data transmission.

9. The apparatus of claim 1, wherein the at least one processor is configured to omit ranks having performance metrics below a predetermined threshold.

10. The apparatus of claim 1, wherein the at least one processor is configured to limit the performance metrics for the plurality of ranks to within a range of values.

11. The apparatus of claim 10, wherein the range of values is determined by packet formats usable for data transmission.

12. The apparatus of claim 1, wherein the at least one processor is configured to select a rank with best adjusted performance metric.

13. The apparatus of claim 1, wherein the at least one processor is configured

to determine best adjusted performance metric among the adjusted performance metrics for the plurality of ranks, and

to select a lowest rank with an adjusted performance metric that is within a predetermined percentage of the best adjusted performance metric.

14. The apparatus of claim 1, wherein the at least one processor is configured to represent the selected rank with a predetermined number of bits, and to send the selected rank to a transmitter.

15. The apparatus of claim 1, wherein the at least one processor is configured to determine at least one channel quality indicator (CQI) based on an adjusted performance metric for the selected rank.

16. The apparatus of claim 1, wherein the at least one processor is configured to determine a signal-to-noise ratio (SNR) based on an adjusted performance metric for the selected rank, and to quantize the SNR to obtain a channel quality indicator (CQI) for the selected rank.

17. The apparatus of claim 1, wherein the memory is configured to store at least one look-up table of adjustments for the performance metrics.

18. A method comprising:

determining performance metrics for a plurality of ranks, each rank indicative of a different number of data streams to send simultaneously via a multiple-input multiple-output (MIMO) channel;

applying adjustments to the performance metrics for the plurality of ranks to obtain adjusted performance metrics, the adjustments accounting for system losses;

selecting a rank to use for data transmission from among the plurality of ranks based on the adjusted performance metrics;

transmitting data in accordance with the selected rank.

19. The method of claim 18, wherein determining performance metrics comprise determining performance metrics for one or more of capacity of the MIMO channel, throughput of data transmission sent via the MIMO channel, or signal quality of the MIMO channel.

20. The method of claim 18, further comprising calculating adjustments for one or more of the performance metrics.

21. The method of claim 20, wherein calculating comprises calculating to account for losses due to one or more of an error correction code used for data transmission, channel estimation errors at a receiver, variation in interference observed by the receiver, variation in transmit power used for data transmission, or a combination thereof.

22. An apparatus comprising:

means for determining performance metrics for a plurality of ranks, each rank indicative of a different number of data streams to send simultaneously via a multiple-input multiple-output (MIMO) channel;

means for applying adjustments to the performance metrics for the plurality of ranks to obtain adjusted performance metrics, the adjustments accounting for system losses; and

means for selecting a rank to use for data transmission from among the plurality of ranks based on the adjusted performance metrics.

23. The apparatus of claim 22, wherein the means for determining performance metrics comprise means for determining performance metrics for one or more of capacity of the MIMO channel, throughput of data transmission sent via the MIMO channel, or signal quality of the MIMO channel.

24. The apparatus of claim 22, further comprising means for calculating adjustments for one or more of the performance metrics.

25. The apparatus of claim 24, wherein the means for calculating comprises means for calculating to account for losses due to one or more of an error correction code used for data transmission, channel estimation errors at a receiver, variation in interference observed by the receiver, variation in transmit power used for data transmission, or a combination thereof.

26. A non-transitory processor readable media for storing instructions, the instructions comprising:

instructions for determining performance metrics for a plurality of ranks, each rank indicative of a different number of data streams to send simultaneously via a multiple-input multiple-output (MIMO) channel;

instructions for applying adjustments to the performance metrics for the plurality of ranks to obtain adjusted performance metrics, the adjustments accounting for system losses; and

instructions for selecting a rank to use for data transmission from among the plurality of ranks based on the adjusted performance metrics.