Method and system for decoding multilevel signals

• US 7,602,860 B2
• Filed: 12/04/2006
• Issued: 10/13/2009
• Est. Priority Date: 04/04/2001
• Status: Expired due to Fees

• Current Assignee: Intersil Americas LLC (Renesas Electronics Corporation)
• Original Assignee: Quellan, Inc. (Renesas Electronics Corporation)
• Inventors: Kim, Andrew Joo, Hietala, Vincent Mark
• Primary Examiner(s): KIM, KEVIN
• Application Number:
  US11/633,658
• Publication Number:
  US 20070171998A1
• Time in Patent Office: 1,044 Days
• Field of Search: 375/317, 398/202
• US Class Current: 375/317
• CPC Class Codes: H04L 1/004 by using forward error control H04L1/0618 takes precedence; coding, decoding or code conversion, for error detection or correction H03M13/00
• CPC Class Codes: H04L 25/03343 Arrangements at the transmitter end
• CPC Class Codes: H04L 27/02 Amplitude-modulated carrier systems, e.g. using on-off keying; Single sideband or vestigial sideband modulation H04L27/32 takes precedence
• CPC Class Codes: H04L 27/367 using predistortion

Abstract

A multilevel optical receiver can comprise a plurality of comparators that generally correspond with the number of levels in a multilevel data stream. Each comparator can be individually controlled and fed a decision threshold in order to decode a multilevel signal. The multilevel optical receiver can generate a statistical characterization of the received symbols in the form of a marginal cumulative distribution function (CDF) or probability density function (pdf). This characterization can be used to produce a set of ε-support estimates from which conditional pdfs are derived for each of the transmission symbols. These conditional pdfs may then be used to determine decision thresholds for decoding the received signal. The conditional pdfs may further be used to continuously estimate the fidelity or error rate of the received signal without the transmission of a testing sequence. The ε-supports may further be used to automatically control the gain on the receiver.

Claims

1. A desymbolizer for receiving and decoding a multilevel communication signal, comprising:

an analog-to-digital converter for receiving and decoding the multilevel communication signal and comprising a plurality of comparators;

a signal integrity unit coupled to the analog-to-digital converter, comprising a microcontroller for controlling a threshold voltage of each comparator located in the analog-to-digital converter, the microcontroller calculating at least one of a cumulative distribution function and a probability density function derived from the multilevel signal and associated with the threshold voltage of each comparator, and a digital-to-analog controller coupled to inputs of the comparators of the analog-to-digital converter.

2. The desymbolizer of claim 1, wherein the analog-to-digital converter is a first analog-digital converter, and the signal integrity unit further comprises a second analog-to-digital converter coupled to the first analog-to-digital controller.

3. The desymbolizer of claim 1, wherein the analog-to-digital converter comprises:

a plurality of comparators for receiving the multilevel signal; and

a decoder coupled to the outputs of the comparators.

4. The desymbolizer of claim 1, wherein the output of the analog-to-digital converter is coupled to a low-pass filter and the output of the low-pass filter is coupled to the microcontroller.

5. The desymbolizer of claim 1, wherein the analog-to-digital converter comprises a holding circuit.

6. The desymbolizer of claim 5, wherein the holding circuit comprises one of a track-and-hold circuit and a sample-and-hold circuit.

7. A desymbolizer for receiving and decoding a multilevel communication signal, comprising:

an analog-to-digital converter for receiving and decoding the multilevel communication signal;

a signal integrity unit coupled to the analog-to-digital converter for calculating and controlling one or more threshold voltages supplied to the analog-to-digital converter, for calculating at least one of a cumulative distribution function and a probability density function derived from the multilevel signal and associated with the one or more threshold voltages; and

a signal conditioning filter that equalizes and optimally filters the multilevel communication signal prior to the analog-to-digital converter, where the signal integrity unit selects an operating point of the signal conditioning filter based upon the determination of the fidelity of the multilevel signal.

8. The desymbolizer of claim 7, wherein the signal conditioning filter comprises programmable analog signal processing modules.

9. The desymbolizer of claim 7, wherein the signal conditioning filter comprises an equalizer.

10. The desymbolizer of claim 7, where the signal conditioning filter comprises at least one clock recovery circuit.

11. The desymbolizer of claim 7, wherein the analog-to-digital converter comprises:

a plurality of comparators for receiving the multilevel signal; and

a decoder coupled to the outputs of the comparators.

12. The desymbolizer of claim 7, wherein the output of the analog-to-digital converter is coupled to a low-pass filter and the output of the low-pass filter is coupled to the signal integrity unit.

13. The desymbolizer of claim 7, wherein the analog-to-digital converter comprises a holding circuit.

14. The desymbolizer of claim 13, wherein the holding circuit comprises one of a track-and-hold circuit and a sample-and-hold circuit.

15. The desymbolizer of claim 13, wherein the holding circuit samples the multilevel signal at random intervals.

16. The desymbolizer of claim 13, wherein the holding circuit samples the multilevel signal at a periodic sampling rate wherein the period is an integer multiple of the symbol period.

17. A method for determining threshold voltages of comparators in a multilevel signal receiver system, comprising the steps of:

evaluating voltage levels of a multilevel signal at predetermined time intervals;

estimating a probability density function based on the voltage levels;

determining one or more statistical centers positioned on local minima that are present in the probability density function; and

adjusting one or more threshold voltage levels based on the one or more statistical centers.

18. The method of claim 17, further comprising the step of estimating a cumulative distribution function based on a received multilevel signal.

19. The method of claim 17, wherein evaluating voltage levels of a multilevel signal at predetermined time intervals comprises evaluating voltage levels at random time intervals.