Adaptive Cascaded Equalization for Spectrum Compensation

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Solution Overview

Problem

High data rate transmission systems face limitations due to limited bandwidth and significant losses in signal channels, particularly in wire-line and optical communications, where conventional equalizers fail to adequately compensate for variable roll-off frequency responses.

Innovation Solution

The implementation of adaptive cascaded equalization circuits with multiple stages of equalizers, each with different peaking frequencies, connected in series to achieve a roll-up frequency response, and an adaptive feedback control loop to automatically tune the equalizers, compensating for signal channel losses in wire-line and optical communications.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If conventional equalizers are used to compensate for signal channel losses, then some frequency compensation is achieved, but they fail to adequately compensate for variable roll-off frequency responses and limited bandwidth

Engineering Contradiction:
Improvesignal compensation accuracyVSAvoidfrequency response adaptation
Core Design Contradiction:
ReliabilityVSAdaptability or versatility

Solution Approach 1:

The patent divides the equalization function into multiple cascaded stages, each with different peaking frequencies. This segmentation allows each stage to compensate for specific frequency ranges of the roll-off response, enabling comprehensive compensation for variable frequency characteristics that a single equalizer stage cannot achieve.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The patent employs adaptive feedback control that dynamically adjusts the peaking frequencies of the equalizer stages based on the actual channel characteristics. This dynamic adaptation enables the equalizer to track and compensate for time-varying roll-off responses, significantly improving adaptability compared to fixed-frequency equalizers.

Inventive Principle:
Principle #15Dynamics

2Adaptability or versatility

If multiple equalizer stages with different peaking frequencies are cascaded to achieve roll-up response, then frequency compensation for variable roll-off is improved, but device complexity increases

Engineering Contradiction:
Improvefrequency response compensationVSAvoidequalizer structure complexity
Core Design Contradiction:
Adaptability or versatilityVSDevice complexity

Solution Approach 1:

The equalization task is segmented into multiple stages, each handling a specific frequency portion. This segmentation enables the system to achieve comprehensive frequency response compensation by combining the effects of individual stages, while each stage remains relatively simple in structure.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

An adaptive feedback control mechanism is introduced to automatically adjust the peaking frequencies of the equalizer stages based on measured channel characteristics. This feedback system simplifies the overall design by automating the tuning process, eliminating the need for manual optimization of multiple stages.

Inventive Principle:
Principle #23Feedback

3Measurement precision

If adaptive feedback control is added to automatically tune equalizer frequencies, then real-time equalization accuracy is improved, but power consumption increases

Engineering Contradiction:
Improveequalization tuning accuracyVSAvoidpower consumption
Core Design Contradiction:
Measurement precisionVSUse of energy by moving object

Solution Approach 1:

The adaptive feedback control system continuously monitors channel characteristics and adjusts equalizer parameters accordingly. This feedback mechanism enables real-time optimization of equalization performance, ensuring maximum tuning accuracy under varying operating conditions.

Inventive Principle:
Principle #23Feedback

Solution Approach 2:

The system dynamically changes the peaking frequency parameters of the equalizer stages based on feedback from channel measurements. By adjusting these parameters in response to actual channel conditions, the system achieves optimal equalization performance while consuming power only when and where needed, rather than maintaining fixed high-power operation.

Inventive Principle:
Principle #35Parameter changes

Data Source

PatentUS9917707B2Adaptive cascaded equalization circuits with configurable roll-up frequency response for spectrum compensation
Publication Date: 2018.03.13 THE HONG KONG UNIV OF SCI & TECH
  • US9917707B2 patent drawing
  • US9917707B2 patent drawing
  • US9917707B2 patent drawing

AI summary

The present disclosure provides adaptive cascaded equalization circuits for frequency spectrum compensation. The cascaded equalization are formed in circuit configurations to achieve configurable roll-up frequency responses to compensate for the loss of signal channels in the wire-line or optical communications, particularly but not exclusively, for the loss of signal trace in the wire-line communications, and photodetectors used in the optical communications. These cascaded equalization circuits include two or more stages of equalizers. The peaking frequencies of each stage are set to be different from each other, so that the overall frequency response characteristic has a unique frequency response with a roll-up slope. The equalization function is automatically tuned by an adaptive feedback control loop.