Nonlinear Equalizer for PAM4 DML Nonlinearity Compensation

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Solution Overview

Problem

Communication systems face challenges in compensating for nonlinearity in direct modulated lasers (DML) and other components, leading to misalignment of PAM4 inner eyes in eye diagrams and high bit-error rates due to intersymbol interference (ISI), which existing equalizers like DFEs cannot effectively mitigate.

Innovation Solution

A nonlinear equalizer is introduced, comprising a linear equalizer with time delayed taps and a nonlinear circuit that generates a difference between signals from these taps to improve signal integrity, specifically designed to compensate for the nonlinearity caused by DMLs in PAM4 systems.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If a linear equalizer is used to flatten frequency response and mitigate ISI, then signal integrity is improved, but the equalizer cannot compensate for nonlinearity caused by DML, resulting in misaligned PAM4 inner eyes and high bit-error rate

Engineering Contradiction:
Improvesignal integrityVSAvoidability to compensate for nonlinearity
Core Design Contradiction:
ReliabilityVSAdaptability or versatility

Solution Approach 1:

The equalizer is segmented into two distinct functional blocks: a linear equalizer section that handles frequency response flattening and ISI mitigation, and a nonlinear equalizer section that specifically compensates for DML nonlinearity. This segmentation allows each block to specialize in addressing particular impairments without compromising the other, thereby resolving the contradiction between improving signal integrity and gaining adaptability to nonlinearity.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The patent merges the linear equalizer and nonlinear equalizer into a unified equalization system where both components work together on the received signal. The linear equalizer processes the signal first to address frequency response issues, then the nonlinear equalizer further processes the output to correct DML nonlinearity effects. This combination enables the system to simultaneously achieve both improved signal integrity and enhanced adaptability to nonlinear distortions.

Inventive Principle:
Principle #5Merging (Combining)

2Measurement precision

If a DFE is used to equalize the signal, then frequency response is flattened, but the performance is limited by non-idealities such as noise, nonlinearity, and mismatch in the data path

Engineering Contradiction:
Improvefrequency response flatnessVSAvoidperformance under non-ideal conditions
Core Design Contradiction:
Measurement precisionVSReliability

Solution Approach 1:

The nonlinear equalizer acts as an intermediary component between the linear equalizer and the decision device. It specifically targets and corrects the nonlinear distortions introduced by the DML before the signal reaches the decision device. By inserting this intermediate nonlinear compensation stage, the system overcomes the limitation of traditional DFEs that cannot adequately handle nonlinearity, thereby improving reliability under non-ideal conditions while maintaining frequency response flatness.

Inventive Principle:
Principle #24Intermediary (Mediator)

3Device complexity

If a single sampling phase receiver with linear equalizer is used, then the system is simple, but it cannot compensate for DML nonlinearity, leading to high bit-error rate

Engineering Contradiction:
Improvereceiver structureVSAvoidbit-error rate
Core Design Contradiction:
Device complexityVSReliability

Solution Approach 1:

The equalizer transitions from a static linear filtering approach to a dynamic two-stage processing structure. The first stage applies linear equalization to address frequency response issues, while the second stage applies nonlinear equalization to correct DML nonlinearity. This dynamic, multi-stage approach allows the receiver to maintain relative simplicity while significantly improving bit-error rate performance through adaptive nonlinear compensation.

Inventive Principle:
Principle #15Dynamics

Data Source

PatentUS10009195B2Nonlinear equalizer
Publication Date: 2018.06.26 II VI DELAWARE INC
  • US10009195B2 patent drawing
  • US10009195B2 patent drawing
  • US10009195B2 patent drawing

AI summary

An equalizer and method is implemented to improve the performance of a communication system based on multi-level amplitude modulation schemes. The equalizer may include a linear equalization circuit including a plurality of time delayed taps and configured to receive an input signal and generate an output signal. The equalizer may further include a nonlinear circuit configured to receive signals from at least a portion of the time delayed taps and generate at least a portion of a difference between the signals, the output signal based at least in part on the difference.