Equalizer Adaptation Using Multi-Phase Error Sampling

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Solution Overview

Problem

Conventional communication systems face challenges in adapting equalizer settings effectively, as they typically use either center or edge equalization, leading to compromises between vertical and horizontal eye margins, and require additional analog circuits or separate adaptation schemes for different applications.

Innovation Solution

An apparatus and method that utilize error signals sampled at multiple phases to adjust equalizer settings, combining center and edge equalization approaches, allowing for configurable operation and integration with both bang-bang clock data recovery (CDR) and decision feedback equalization (DFE) without additional analog circuits, thereby optimizing equalizer performance across various channels.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Measurement precision

If center equalization is used, then vertical eye margin is improved, but horizontal eye margin deteriorates

Engineering Contradiction:
Improvevertical eye marginVSAvoidhorizontal eye margin
Core Design Contradiction:
Measurement precisionVSAdaptability or versatility

Solution Approach 1:

The patent combines center equalization and edge equalization approaches by using error signals sampled at multiple phases (including both center and edge phases) to jointly optimize equalizer settings. This merging allows simultaneous improvement of vertical eye margin (from center equalization) and horizontal eye margin (from edge equalization) that cannot be achieved by using either approach alone.

Inventive Principle:
Principle #5Merging (Combining)

Solution Approach 2:

The patent extends the equalization optimization from a single sampling phase to multiple phases by introducing phase diversity. Instead of optimizing equalizer settings based on error signals from only one phase, the system utilizes error signals from multiple phases (center and edge phases), adding a temporal/phase dimension to the optimization process. This enables the system to achieve better performance in both vertical and horizontal eye margins simultaneously.

Inventive Principle:
Principle #17Another dimension (Dimensionality change)

2Adaptability or versatility

If edge equalization is used, then horizontal eye margin is improved, but vertical eye margin deteriorates

Engineering Contradiction:
Improvehorizontal eye marginVSAvoidvertical eye margin
Core Design Contradiction:
Adaptability or versatilityVSMeasurement precision

Solution Approach 1:

The patent merges edge equalization with center equalization by incorporating error signals from both edge phases and center phases into a unified equalizer adaptation mechanism. This combination allows the system to benefit from the horizontal eye margin improvement provided by edge equalization while simultaneously maintaining vertical eye margin performance through center equalization, resolving the trade-off between these two metrics.

Inventive Principle:
Principle #5Merging (Combining)

Solution Approach 2:

The patent introduces phase diversity as an additional dimension to the equalization process. By sampling error signals at multiple phases (including edge phases and center phases) and using these diverse samples for equalizer adaptation, the system transcends the limitations of single-phase equalization and achieves improved performance in both horizontal and vertical eye margins simultaneously.

Inventive Principle:
Principle #17Another dimension (Dimensionality change)

3Device complexity

If conventional equalization methods are used, then implementation is simpler, but additional analog circuits are required for optimal performance

Engineering Contradiction:
Improveimplementation simplicityVSAvoidperformance across different channel types
Core Design Contradiction:
Device complexityVSAdaptability or versatility

Solution Approach 1:

The patent creates a universal equalizer adaptation mechanism that can optimize performance across different channel types (optical channels, backplanes, etc.) using a single multi-phase sampling approach. Instead of requiring different analog circuits for different channel types, the system uses the same multi-phase error sampling and digital signal processing architecture to adapt to various channel characteristics, eliminating the need for channel-specific analog circuitry while maintaining optimal performance.

Inventive Principle:
Principle #6Universality (Multi-functionality)

Solution Approach 2:

The patent replaces the need for additional analog circuits with a digital signal processing approach. Instead of using complex analog circuitry to achieve optimal performance across different channel types, the system uses digital error sampling at multiple phases and digital equalizer adaptation algorithms. This substitution of digital processing for analog circuitry simplifies the overall implementation while maintaining adaptability to different channel types.

Inventive Principle:
Principle #28Mechanics substitution (Replace mechanical system)

Data Source

PatentUS8964827B2Adaptation of equalizer settings using error signals sampled at several different phases
Publication Date: 2015.02.24 AVAGO TECHNOLOGIES INTERNATIONAL SALES PTE LTD
  • US8964827B2 patent drawing
  • US8964827B2 patent drawing
  • US8964827B2 patent drawing

AI summary

An apparatus includes an error sample generating circuit and an adaptation circuit. The error sample generating circuit is generally configured to generate error samples at a plurality of phases. The adaptation circuit may be configured to adjust one or more equalizer settings based upon a data sample and the error samples.