Adaptive Equalizer Tap Coefficient Correction Using Fluctuation Centers

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Solution Overview

Problem

Existing tap coefficient correction methods in adaptive equalizers for digital coherent receivers fail to maximize correction effects, leading to increased differential group delay resistance and bit errors, as they rely on instantaneous gravity center values rather than fluctuation centers for correction.

Innovation Solution

The method involves calculating correction reference gravity centers based on synchronization symbol differences and delay amounts, shifting entire tap coefficients to align with the tap center, using fluctuation centers as references to accurately correct tap coefficients in adaptive equalizers.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Ease of operation

If instantaneous gravity center values are used for tap coefficient correction, then the correction process is simple, but the correction effect is insufficient leading to increased bit errors

Engineering Contradiction:
Improvecorrection process simplicityVSAvoidbit error rate
Core Design Contradiction:
Ease of operationVSReliability

Solution Approach 1:

The patent applies preliminary action by calculating the fluctuation center of tap coefficients in advance before correction is needed. The fluctuation center is computed based on historical tap coefficient data, and this pre-calculated reference value is then used for correction, avoiding the need for complex real-time analysis while improving correction accuracy and reducing bit errors.

Inventive Principle:
Principle #10Preliminary action

2Measurement precision

If fluctuation centers are used as correction references, then correction accuracy improves and bit errors decrease, but calculation complexity increases

Engineering Contradiction:
Improvecorrection accuracyVSAvoidcalculation complexity
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The patent applies self-service by having the system calculate its own fluctuation center using its existing tap coefficient data. The adaptive equalizer inherently generates the tap coefficients, and the correction apparatus uses these same coefficients to compute the fluctuation center, eliminating the need for external or additional complex measurement systems while achieving improved correction accuracy.

Inventive Principle:
Principle #25Self-service

3Reliability

If tap coefficients are shifted to align gravity center with tap center, then differential group delay resistance improves, but the correction may not be optimal without proper reference

Engineering Contradiction:
Improvedifferential group delay resistanceVSAvoidtap coefficient alignment precision
Core Design Contradiction:
ReliabilityVSManufacturing precision

Solution Approach 1:

The patent applies feedback by continuously monitoring the tap coefficients and using their fluctuation characteristics to determine the optimal correction amount. The fluctuation center calculation provides feedback about the tap coefficient distribution pattern, which then guides the shifting operation to achieve optimal alignment with the tap center, maximizing differential group delay resistance while maintaining precision.

Inventive Principle:
Principle #23Feedback

Data Source

PatentUS9407471B2Adaptive equalizer tap coefficient correction method and optical receiver
Publication Date: 2016.08.02 1FINITY INC
  • US9407471B2 patent drawing
  • US9407471B2 patent drawing
  • US9407471B2 patent drawing

AI summary

A method of tap coefficient correction includes: obtaining a synchronization symbol difference between a first polarization and a second polarization orthogonal to the first polarization; obtaining a delay amount of each of the first polarization and the second polarization in an adaptive equalizer; calculating, in a case where a horizontal axis represents a tap number and a vertical axis represents a tap coefficient and a tap number or a nearest tap number with which an area of a drawn figure is halved is set as a gravity center of tap coefficients, a correction reference gravity center of the tap coefficients set in the adaptive equalizer, based on the synchronization symbol difference and the delay amount; and performing a correction of shifting an entire tap coefficients in units of symbol to cause the correction reference gravity center to be closest to a tap center.