INITIALIZATION OF TIMING RECOVERY AND DECISION-FEEDBACK EQUALIZATION IN A RECEIVER

• US 20150326382A1
• Filed: 01/28/2013
• Published: 11/12/2015
• Est. Priority Date: 01/28/2013
• Status: Abandoned Application

• Current Assignee: Qualcomm, Inc.
• Original Assignee: Qualcomm, Inc.
• Inventors: Li, Jian, Huang, Yin, Ling, Fuyun, Hou, Jilei, Xue, Yisheng, Fan, Michael M.
• Application Number:
  US14/763,798
• Publication Number:
  US 20150326382A1
• Time in Patent Office: Days
• US Class Current: 1/1
• CPC Class Codes: H04L 2025/03656 Initialisation
• CPC Class Codes: H04L 25/03 Shaping networks in transmitter or receiver, e.g. adaptive shaping networks
• CPC Class Codes: H04L 25/0305 using blind adaptation
• CPC Class Codes: H04L 25/0307 using blind adaptation
• CPC Class Codes: H04L 7/0004 Initialisation of the receiver H04L7/0075 and H04L7/10 take precedence

Abstract

A method of initializing a receiver is performed during an initialization mode. Timing offset values for a timing recovery circuit are repeatedly selected. For each selected timing offset value, timing recovery is performed using the timing offset value and groups of weights for a decision feedback equalizer are repeatedly selected. Each selected group of weights is used to perform blind decision feedback equalization. For each selected group of weights, a metric indicating data reception quality is computed. A timing offset value and a group of weights are chosen based on the computed metrics.

Claims

1. A method of initializing a receiver, the method comprising:

during an initialization mode, repeatedly selecting timing offset values for a timing recovery circuit;

for each selected timing offset value;

performing timing recovery using the timing offset value;

repeatedly selecting groups of weights for a decision feedback equalizer;

using each selected group of weights to perform blind decision feedback equalization; and

for each selected group of weights, computing a metric indicating data reception quality; and

choosing a timing offset value and a group of weights based on the computed metrics.

2. The method of claim 1, wherein choosing the timing offset value and the group of weights based on the computed metrics comprises:

identifying which of the computed metrics has a best value; and

choosing the timing offset value and group of weights corresponding to the identified metric.

3. The method of claim 1, wherein:

computing the metric indicating data reception quality for each selected group of weights and each selected timing offset value comprises determining, for each selected group of weights and each selected timing offset value, a minimum distance between an output of the decision feedback equalizer and a decision threshold for the DFE; and

choosing the timing offset value and the group of weights based on the computed metrics comprises;

identifying a largest value of the minimum distances, and

choosing the timing offset value and the group of weights corresponding to the largest value.

4. The method of claim 1, wherein:

computing the metric indicating data reception quality for each selected group of weights and each selected timing offset value comprises determining a mean-squared error for the decision feedback equalizer for each selected group of weights and each selected timing offset value; and

choosing the timing offset value and the group of weights based on the computed metrics comprises;

identifying a smallest value of the mean-squared errors, and

choosing the timing offset value and the group of weights corresponding to the smallest value.

5. The method of claim 1, wherein:

computing the metric indicating data reception quality for each selected group of weights and each selected timing offset value comprises determining a signal-to-noise ratio for the decision feedback equalizer for each selected group of weights and each selected timing offset value; and

choosing the timing offset value and the group of weights based on the computed metrics comprises;

identifying a largest value of the signal-to-noise ratios, and

choosing the timing offset value and the group of weights corresponding to the largest value.

6. The method of claim 1, wherein choosing the timing offset value and the group of weights based on the computed metrics comprises:

identifying a respective computed metric that satisfies a predefined criterion; and

choosing the timing offset value and the group of weights corresponding to the respective computed metric.

7. The method of claim 6, further comprising ceasing repeatedly selecting timing offset values and groups of weights, in response to identifying the computed metric that satisfies the predefined criterion.

8. The method of claim 7, wherein identifying the respective computed metric that satisfies the predefined criterion comprises determining, for a selected group of weights and a selected timing offset value, that a minimum distance between an output of the decision feedback equalizer and a decision threshold exceeds a threshold.

9. The method of claim 7, wherein identifying the computed metric that satisfies the predefined criterion comprises determining, for a selected group of weights and a selected timing offset value, that a mean-squared error for the decision feedback equalizer is less than a threshold.

10. The method of claim 7, wherein identifying the computed metric that satisfies the predefined criterion comprises determining, for a selected group of weights and a selected timing offset value, that a signal-to-noise ratio for the decision feedback equalizer exceeds a threshold.

11. The method of claim 1, wherein:

repeatedly selecting timing offset values comprises successively selecting each timing offset value of a candidate set of timing offset values; and

repeatedly selecting groups of weights comprises successively selecting each group of weights of a candidate set of groups of weights.

12. The method of claim 1, further comprising:

using the chosen timing offset value as an initial timing offset for the timing recovery circuit during a normal mode of operation; and

using the chosen group of weights as a group of initial weights for the decision feedback equalizer during the normal mode of operation.

13. The method of claim 12, further comprising, in the normal mode of operation:

computing the metric indicating data reception quality;

determining that the metric does not satisfy a predefined criterion; and

in response to determining that the metric does not satisfy the predefined criterion, performing a search for an updated timing offset.

14. The method of claim 13, wherein the search is a bi-directional search centered on the initial timing offset.

15. A receiver, comprising:

an analog-to-digital converter (ADC) to sample a received signal;

a decision-feedback equalizer (DFE) to equalize the sampled signal;

a timing recovery circuit to provide a timing offset to the ADC; and

a controller to select between an initialization mode of operation and a normal mode of operation, wherein in the initialization mode the controller is to repeatedly select timing offset values for the timing recovery circuit in a first loop and to repeatedly select groups of weights for the DFE in a second loop nested within the first loop.

16. The receiver of claim 15, wherein, in the initialization mode:

the timing recovery circuit is to perform timing recovery using the selected timing offset values within the first loop;

the DFE is to perform blind decision feedback equalization using the selected groups of weights in the second loop and to compute a metric indicating data reception quality for each selected timing offset value and group of weights; and

the controller is to choose a timing offset value and a group of weights for the normal mode of operation based on the computed metrics.

17. The receiver of claim 16, wherein the metric indicating data reception quality comprises a minimum distance between an output of the DFE and a decision threshold for the DFE.

18. The receiver of claim 16, wherein the metric indicating data reception quality comprises a mean-squared error for the decision feedback equalizer.

19. The receiver of claim 16, wherein the metric indicating data reception quality comprises a signal-to-noise ratio for the decision feedback equalizer.

20. The receiver of claim 15, wherein:

the controller is to choose a timing offset value and a group of weights based on a determination that a corresponding computed metric satisfies a predefined criterion; and

the controller is to transition the receiver from the initialization mode to the normal mode in response to the determination that the corresponding computed metric satisfies the predefined criterion.

21. The receiver of claim 15, wherein:

the controller is to repeatedly select the timing offset values by successively selecting each timing offset value of a candidate set of timing offset values; and

the controller is to repeatedly select the groups of weights by successively selecting each group of weights of a candidate set of groups of weights.

22. A non-transitory computer-readable storage medium storing instructions that, when executed by a processor in a modem during an initialization mode, cause the modem to:

repeatedly select timing offset values for a timing recovery circuit;

for each selected timing offset value;

perform timing recovery using the timing offset value;

repeatedly select groups of weights for a decision feedback equalizer;

use each selected group of weights to perform blind decision feedback equalization; and

for each selected group of weights, compute a metric indicating data reception quality; and

choose a timing offset value and group of weights based on the computed metrics.

23. The computer-readable storage medium of claim 22, wherein the instructions to choose the timing offset value and the groups of weights based on the computed metrics comprise instructions to:

identify which of the computed metrics has a best value; and

choose the timing offset value and group of weights corresponding to the identified metric.

24. The computer-readable storage medium of claim 22, wherein:

the instructions to compute the metric indicating data reception quality comprise instructions to determine, for each selected group of weights and each selected timing offset value, a minimum distance between an output of the decision feedback equalizer and a decision threshold for the DFE; and

the instructions to choose the timing offset value and the group of weights based on the computed metrics comprise instructions to identify a largest value of the minimum distances and choose the timing offset value and the group of weights corresponding to the largest value.

25. The computer-readable storage medium of claim 22, wherein:

the instructions to compute the metric indicating data reception quality comprise instructions to determine a mean-squared error for the decision feedback equalizer for each selected group of weights and each selected timing offset value; and

the instructions to choose the timing offset value and the group of weights based on the computed metrics comprise instructions to identify a smallest value of the mean-squared errors and choose the timing offset value and the group of weights corresponding to the smallest value.

26. The computer-readable storage medium of claim 22, wherein:

the instructions to compute the metric indicating data reception quality comprise instructions to determine a signal-to-noise ratio for the decision feedback equalizer for each selected group of weights and each selected timing offset value; and

the instructions to choose the timing offset value and the group of weights based on the computed metrics comprise instructions to identify a largest value of the signal-to-noise ratios and choose the timing offset value and the group of weights corresponding to the largest value.

27. The computer-readable storage medium of claim 22, wherein the instructions to choose the timing offset value and the group of weights based on the computed metrics comprise:

instructions to identify a respective computed metric that satisfies a predefined criterion; and

instructions to choose the timing offset value and the group of weights corresponding to the respective computed metric.

28. The computer-readable storage medium of claim 27, further storing instructions that, when executed by the processor, cause the modem to cease repeatedly selecting timing offset values and groups of weights, in response to identifying the computed metric that satisfies the predefined criterion.

29. The computer-readable storage medium of claim 28, wherein the instructions to identify the respective computed metric that satisfies the predefined criterion comprise instructions to determine, for a selected group of weights and a selected timing offset value, that a minimum distance between an output of the decision feedback equalizer and a decision threshold exceeds a threshold.

30. The computer-readable storage medium of claim 28, wherein the instructions to identify the respective computed metric that satisfies the predefined criterion comprise instructions to determine, for a selected group of weights and a selected timing offset value, that a mean-squared error for the decision feedback equalizer is less than a threshold.

31. The computer-readable storage medium of claim 28, wherein the instructions to identify the respective computed metric that satisfies the predefined criterion comprise instructions to determine, for a selected group of weights and a selected timing offset value, that a signal-to-noise ratio for the decision feedback equalizer exceeds a threshold.

32. The computer-readable storage medium of claim 22, wherein:

the instructions to repeatedly select timing offset values comprise instructions to successively select each timing offset value of a candidate set of timing offset values; and

the instructions to repeatedly select groups of weights comprise instructions to successively selecting each group of weights of a candidate set of groups of weights.

33. The computer-readable storage medium of claim 22, further storing instructions that, when executed by the processor, cause the modem to:

use the chosen timing offset value as an initial timing offset for the timing recovery circuit during a normal mode of operation; and

use the chosen group of weights as a group of initial weights for the decision feedback equalizer during the normal mode of operation.

34. The computer-readable storage medium of claim 33, further storing instructions that, when executed by the processor in the normal mode of operation, cause the modem to:

compute the metric indicating data reception quality;

determine whether the metric does not satisfy a predefined criterion; and

perform a search for an updated timing offset, in response to determining that the metric does not satisfy the predefined criterion.

35. The computer-readable storage medium of claim 34, wherein the search is a bi-directional search centered on the initial timing offset.

36-42. -42. (canceled)