Decision feedback equalization correction of eye scope measurements

Patent metadata

Field	Value
Publication number	US-10673548-B2
Application number	US-201816214009-A
Country	US
Kind code	B2
Filing date	Dec 7, 2018
Priority date	Dec 7, 2017
Publication date	Jun 2, 2020
Grant date	Jun 2, 2020

Abstract

Methods and systems are described for obtaining a plurality of BER-specific correction values by comparing a first set of BER values obtained by sampling, at a sampling instant near the center of a signaling interval, a non-DFE corrected received signal with a second set of BER values obtained by sampling a DFE-corrected received signal at the sampling instant. A set of eye-scope BER measurements are obtained, each eye-scope BER measurement having a sampling offset relative to the sampling instant, a voltage offset value representing a voltage offset applied to alter a decision threshold, and an eye-scope BER value. A set of DFE-adjusted eye-scope BER measurements are generated by using BER-specific correction values to adjust the voltage offset values of the eye-scope BER measurements.

First claim

I claim:

1. A method comprising:
generating, using a data sampler, a sequence of data decisions at a reference sampling instant using a reference voltage;
generating a two-dimensional map of error counts, each error count generated by comparing decisions from an eye sampler formed at a respective sampling instant of a plurality of sampling instants using a respective voltage offset of a plurality of voltage offsets to a corresponding data decision of the sequence of data decisions made in a same sampling interval, the plurality of sampling instants comprising (i) the reference sampling instant and (ii) sampling instants offset from the reference sampling instant; and
generating a respective set of DFE-compensated error counts for each transitional data pattern of a pair of transitional data patterns, each DFE-compensated error count of the respective set of DFE-compensated error counts generated by comparing decisions from the eye sampler formed using a DFE-modified voltage offset at the reference sampling instant to corresponding data decisions of the sequence of data decisions made in the same sampling interval, the DFE-modified voltage offset modified by a speculative DFE term associated with the transitional data pattern.

2. The method of claim 1 , wherein each error count of the two-dimensional map of error counts and each DFE-compensated error count of the set of DFE-compensated error counts is stored in a respective counter.

3. The method of claim 1 , further comprising generating a DFE-compensated two-dimensional map of error counts by modifying each error count of the two-dimensional map of error counts according to each respective set of DFE-compensated error counts for each transitional data pattern of a pair of transitional data patterns.

4. The method of claim 1 , wherein the pair of transitional data patterns are triplet data patterns.

5. The method of claim 1 , wherein the two dimensional map of error counts and set of DFE-compensated error counts are generated using at least one logical XOR gate connected to an output of the eye sampler and an output of the data sampler.

6. The method of claim 1 , further comprising generating the DFE-modified voltage offset by selectively applying historical DFE correction factors to a respective voltage offset of the plurality of voltage offsets at the eye sampler.

7. The method of claim 6 , wherein the historical DFE correction factors are analog signals.

8. The method of claim 7 , wherein the historical DFE correction factors are selectively applied to a received data signal.

9. The method of claim 1 , further comprising outputting the two-dimensional map of error counts and the set of DFE-compensated error counts.

10. An apparatus comprising:
a data sampler configured to generate a sequence of data decisions at a reference sampling instant using a reference voltage;
an eye sampler configured to:
generate decisions at a respective sampling instant of a plurality of sampling instants using a respective voltage offset of a plurality of voltage offsets, the plurality of sampling instants comprising (i) the reference sampling instant and (ii) sampling instants offset from the reference sampling instant; and
generate DFE-compensated decisions formed using a DFE-modified voltage offset at the reference sampling instant, the DFE-modified voltage offset modified by a speculative DFE term associated with a transitional data pattern of a pair of transitional data patterns; and

an error count circuit configured to:
generate a two-dimensional map of error counts, each error count generated by comparing the decisions from the eye sampler to corresponding data decisions of the sequence of data decisions from the data sampler made in a same sampling interval; and
generate respective sets of DFE-compensated error counts for each transitional data pattern of the pair of transitional data patterns, each DFE-compensated error count generated by comparing the DFE-compensated decisions from the eye sampler to corresponding data decisions of the sequence of data decisions from the data sampler made in the same sampling interval.

11. The apparatus of claim 10 , wherein the error count circuit comprises respective counters to store each error count of the two-dimensional map of error counts and each DFE-compensated error count of the set of DFE-compensated error counts.

12. The apparatus of claim 10 wherein the pair of transitional data patterns are triplet data patterns.

13. The apparatus of claim 10 , wherein the error count circuit comprises at least one logical XOR gate connected to (i) an output of the eye sampler for receiving the decisions and the DFE-compensated decisions and (ii) an output of the data sampler for receiving the sequence of data decisions.

14. The apparatus of claim 10 , further comprising a DFE voltage generator configured to generate the DFE-modified voltage offset at least in part by selectively applying historical DFE correction factors to a respective voltage offset of the plurality of voltage offsets at the eye sampler.

15. The apparatus of claim 14 , wherein the historical DFE correction factors are analog signals.

16. The apparatus of claim 15 , further comprising an input sampling stage configured to apply one or more of the historical DFE correction factors to a received data signal.

17. The apparatus of claim 10 , wherein the error count circuit is configured to output the two-dimensional map of error counts and the set of DFE-compensated error counts.

18. The method of claim 3 , wherein generating the DFE-compensated two-dimensional map of error counts comprises processing the error counts of the two-dimensional map of error counts into contour lines of equal bit-error-rate (BER), and modifying the contour lines of equal BER at least in part according to each respective set of DFE-compensated error counts.

Assignees

• Kandou Labs SA

Inventors

• Simpson Richard

Classifications

• H04L25/063

  Setting decision thresholds using feedback techniques only · CPC title

• G06F11/322

  Display of waveforms, e.g. of logic analysers (G06F11/323 takes precedence) · CPC title

• H04L7/041

  using special codes as synchronising signal · CPC title

• H04B17/364 Primary

  Delay profiles · CPC title

• H04B3/466 Primary

  Testing attenuation in combination with at least one of group delay and phase shift · CPC title