Rate selection with margin sharing

• US 7,466,749 B2
• Filed: 05/12/2005
• Issued: 12/16/2008
• Est. Priority Date: 05/12/2005
• Status: Expired due to Fees

• Current Assignee: Qualcomm, Inc.
• Original Assignee: Qualcomm, Inc.
• Inventors: Walton, Jay Rodney, Medvedev, Irina
• Primary Examiner(s): Ghayour; Mohammad H
• Assistant Examiner(s): Vlahos; Sophia
• Application Number:
  US11/128,698
• Publication Number:
  US 20060256848A1
• Time in Patent Office: 1,314 Days
• Field of Search: 375/227, 375/346, 375/221, 370/338, 370/465, 370/335, 370/342, 370/468, 370/252
• US Class Current: 375/227
• CPC Class Codes: H04B 7/0413 MIMO systems
• CPC Class Codes: H04L 1/0002 by adapting the transmission rate
• CPC Class Codes: H04L 1/0015 characterised by the adaptation strategy
• CPC Class Codes: Y02D 30/50 in wire-line communication networks, e.g. low power modes or reduced link rate

Abstract

Rate selection with margin sharing in a system with independent data stream rates is presented. Signal-to-Noise Ratio (SNR) estimates are obtained for each stream. Rates are selected for the streams based on the SNR estimates, such that at least one data stream has an SNR margin below a threshold, each remaining data stream has an SNR margin above a respective threshold, and the total SNR margin for all streams is above a total threshold. For rate selection with margin sharing with a vector-quantized rate set, SNR estimates are obtained for usable transmission channels. The total SNR margin is determined for each rate combination based on the estimates. Each rate combination is associated with a specific number of data streams to transmit, a specific rate for each data stream, and a specific overall throughput. The combination with the highest overall throughput and non-negative total SNR margin is selected.

Claims

1. A method of performing rate selection for data transmission over a plurality of transmission channels in a communication system, comprising:

obtaining a signal-to-noise ratio (SNR) estimate for each one of a plurality of data streams for transmission of the data stream over one of the transmission channels;

selecting a rate for each data stream based on the SNR estimate for that data stream; and

determining an SNR margin for each data stream based on the SNR estimate for that data stream and a required SNR for the rate selected for that data stream, and

adjusting the selected rates for the data streams so that at least one data stream has its SNR margin below a threshold, each remaining data stream has its SNR margin above the threshold, and a total SNR margin for all data streams is above a total SNR margin threshold.

2. The method of claim 1, wherein adjusting the selected rates comprises

adjusting at least one rate for the at least one data stream upward based on the SNR margins for the plurality of data streams.

3. The method of claim 2, wherein adjusting the at least one rate for the at least one data stream upward comprises

determining the total SNR margin for the plurality of data streams based on the SNR margins for the plurality of data streams, and

reallocating the total SNR margin to the at least one data stream to adjust the at least one rate upward.

4. The method of claim 3, wherein the reallocating the total SNR margin to

the at least one data stream comprises

selecting one data stream at a time and in a sequential order, and

reallocating the total SNR margin to the selected data stream, if sufficient, to adjust the rate for the selected data stream upward.

5. The method of claim 4, further comprising:

ordering the plurality of data streams in the sequential order based on the SNR estimates, with a first data stream having a highest SNR estimate and a last data stream having a lowest SNR estimate.

6. The method of claim 4, further comprising:

ordering the plurality of data streams in the sequential order based on the SNR estimates, with a first data stream having a lowest SNR estimate and a last data stream having a highest SNR estimate.

7. The method of claim 4, further comprising:

ordering the plurality of data streams in the sequential order based on differential SNRs, with a first data stream having a smallest differential SNR and a last data stream having a largest differential SNR, wherein the differential SNR for each data stream corresponds to a difference between a required SNR for a next higher rate for the data stream and the SNR estimate for the data stream.

8. The method of claim 4, further comprising:

ordering the plurality of data streams in the sequential order based on promote SNRs, with a first data stream having a smallest promote SNR and a last data stream having a largest promote SNR, wherein the promote SNR for each data stream indicates an additional SNR needed to select a next higher rate for the data stream.

9. The method of claim 2, further comprising:

limiting an amount of SNR margin that can be passed from any one data stream to another data stream.

10. The method of claim 2, further comprising:

limiting an amount of SNR margin that can be reallocated to any one data stream.

11. The method of claim 1, wherein the determining the SNR estimates for the plurality of data streams comprises

determining received SNRs for each data stream,

determining an average SNR for each data stream based on the received SNRs for the data stream, and

determining an SNR estimate for each data stream based on the average SNR and a back-off factor for the data stream.

12. An apparatus in a communication system including a plurality of transmission channels, comprising:

a channel estimator operative to obtain a signal-to-noise ratio (SNR) estimates for each one of a plurality of data streams for transmission of the data stream over one of the transmission channels; and

a controller operative to select a rate for each data streams based on the SNR estimates for that data stream, determine an SNR margin for each data stream based on the SNR estimate for that data stream and a required SNR for the rate selected for that data stream, and adjust the selected rates for the data streams so that at least one data stream has its SNR margin below a threshold, each remaining data stream has its SNR margin above the threshold, and a total SNR margin for all of the data streams is above a total SNR margin threshold.

13. The apparatus of claim 12, wherein the controller is further operative to adjust at least one rate for the at least one data stream upward-based on the SNR margins for the plurality of data streams.

14. The apparatus of claim 13, wherein the controller is operative to determine the total SNR margin for the plurality of data streams based on the SNR margins for the plurality of data streams, and to reallocate the total SNR margin to the at least one data stream to adjust the at least one rate upward.

15. The apparatus of claim 14, wherein the controller is operative to select one data stream at a time to reallocate the total SNR margin and to reallocate the total SNR margin to the selected data stream, if sufficient, to adjust the rate for the selected data stream upward.

16. An apparatus in a communication system including a plurality of transmission channels, comprising:

means for obtaining a signal-to-noise ratio (SNR) estimates for each one of a plurality of data streams for transmission of the data stream over one of the transmission channels;

means for selecting a rate for each of the plurality of data streams based on the SNR estimates for that data stream;

means for determining an SNR margin for each data stream based on the SNR estimate for that data stream and a required SNR for the rate selected for that data stream, and

means for adjusting the selected rates for the data streams so that at least one data stream has its SNR margin below a threshold, each remaining data stream has its SNR margin above the threshold, and a total SNR margin for all of the data streams is above a total SNR margin threshold.

17. The apparatus of claim 16, wherein the means for adjusting the selected rates for the plurality of data streams comprises

means for adjusting at least one rate for at least one data stream upward based on the SNR margins for the plurality of data streams.

18. The apparatus of claim 17, wherein the means for adjusting the at least one rate for the at least one data stream upward comprises

means for determining the total SNR margin for the plurality of data streams based on the SNR margins for the plurality of data streams, and

means for reallocating the total SNR margin to the at least one data stream to adjust the at least one rate upward.

19. The apparatus of claim 18, wherein the means for reallocating the total SNR margin to the at least one data stream comprises

means for selecting one data stream at a time to reallocate the total SNR margin, and

means for reallocating the total SNR margin to the selected data stream, if sufficient, to adjust the rate for the selected data stream upward.

20. A processor readable media having stored therein processor-usable instructions for a processor, wherein said instructions when executed by the processor cause the processor to:

obtain a signal-to-noise ratio (SNR) estimate for each one of a plurality of data streams for transmission of the data stream over one of the transmission channels;

select a rate for each data stream based on the SNR estimate for that data stream;

determine an SNR margin for each data stream based on the SNR estimate for that data stream and a required SNR for the rate selected for that data stream, and

adjust the selected rates for the plurality of data streams so that at least one data stream has its SNR margin below a threshold, each remaining data stream has its SNR margins above the threshold, and a total SNR margin for all of the data streams is above a total SNR margin threshold.

21. The processor readable media of claim 20, wherein said instructions when executed by the processor farther cause the processor to:

adjust at least one rate for the at least one data stream upward based on the SNR margins for the plurality of data streams.

22. The processor readable media of claim 21, wherein said instructions when executed by the processor further cause the processor to:

determine the total SNR margin for the plurality of data streams based on the SNR margins for the plurality of data streams; and

reallocate the total SNR margin to the at least one data stream to adjust the at least one rate upward.