Feed-Forward Baseline Wander Correction in AC-Coupled Receivers

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Solution Overview

Problem

High-speed data transmissions are affected by baseline wander (BLW) due to high-pass filter elements, leading to reduced bit-error-rate and burst errors, which traditional methods fail to address effectively, especially when noise sources cause rapid changes in DC-content.

Innovation Solution

Implement predictive baseline wander correction using baseline wander prediction circuitry to calculate and correct for BLW errors in the digital domain through feed-forward techniques, employing low-pass filters to model the error transfer function of communication channels.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If traditional drift control methods are used, then system complexity is kept simple, but baseline wander errors increase leading to reduced bit-error-rate and burst errors

Engineering Contradiction:
Improvebit-error-rateVSAvoidcontrol method complexity
Core Design Contradiction:
ReliabilityVSDevice complexity

Solution Approach 1:

The patent applies preliminary action by predicting baseline wander errors before they affect the received waveform. The system calculates expected BLW errors based on transmitted symbols and channel characteristics, then pre-compensates the received signal by subtracting the predicted error. This feed-forward approach eliminates the need for complex feedback-based drift control methods while maintaining high reliability.

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The patent introduces an intermediary predictive filter that models the channel's error transfer function. This filter acts as a mediator between the transmitted symbols and the received waveform, allowing the system to predict baseline wander effects without directly observing the distorted signal. The intermediary model enables accurate error prediction while keeping the overall system structure simple.

Inventive Principle:
Principle #24Intermediary (Mediator)

2Adaptability or versatility

If high-pass filter elements are used in the communication channel, then AC-coupling and DC-blocking are achieved, but baseline wander errors are introduced in the received waveform

Engineering Contradiction:
ImproveAC-coupling capabilityVSAvoidwaveform accuracy
Core Design Contradiction:
Adaptability or versatilityVSReliability

Solution Approach 1:

The patent converts the harmful baseline wander effect into a beneficial predictive model. By analyzing the channel's high-pass filter characteristics, the system creates a predictive filter that models exactly how DC-components decay. This model then allows the system to predict and correct baseline wander errors, transforming the originally harmful high-pass filtering effect into a manageable and correctable phenomenon.

Inventive Principle:
Principle #22Blessing in disguise (Convert harm into benefit)

Solution Approach 2:

The patent implements a feed-forward feedback mechanism where the transmitted symbols serve as feedback input to the predictive filter. The system uses knowledge of what was transmitted to predict how the channel will distort it, creating a closed-loop prediction system without requiring actual feedback from the received signal. This enables real-time baseline wander correction while maintaining AC-coupling capabilities.

Inventive Principle:
Principle #23Feedback

Data Source

PatentUS12470443B2Predictive baseline wander correction
Publication Date: 2025.11.11 MELLANOX TECHNOLOGIES LTD(IL)
  • US12470443B2 patent drawing
  • US12470443B2 patent drawing
  • US12470443B2 patent drawing

AI summary

Systems, methods, and devices for performing predictive baseline wander correction are described. A digital signal may be demodulated to obtain an estimated transmitted symbol stream, based on which an amount of baseline wander error may be predicted. The predicted amount of baseline wander error may be used to correct for baseline wander.