CTLE Equalization Tuning from Asynchronous Pattern Sampling

Resolve Bottlenecks,
Find Innovative Solutions
Generate Solutions

Solution Overview

Problem

High-speed chip-to-chip communication systems face challenges in accurately sampling and equalizing signals due to signal attenuation and inter-symbol interference, particularly at high data rates where clock data recovery and decision feedback equalization methods are insufficient for real-time compensation.

Innovation Solution

A method involving asynchronous sampling and pattern-verified measurements to generate frequency-specific voltage measurements, allowing for adjustments to continuous time linear equalizer settings, enabling effective equalization and signal detection despite signal degradations.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Measurement precision

If clock data recovery and decision feedback equalization methods are used for real-time compensation, then signal detection capability is improved, but measurement precision deteriorates due to insufficient real-time compensation at high data rates

Engineering Contradiction:
Improvesignal detection accuracyVSAvoidreal-time compensation capability
Core Design Contradiction:
Measurement precisionVSReliability

Solution Approach 1:

The patent performs equalization measurements and CTLE adjustments before fully synchronous receiver operation begins, using asynchronous sampling to collect eye scope data and determine frequency-specific voltage measurements for different data patterns. This preliminary characterization of channel frequency response enables optimized equalization settings to be established in advance, improving subsequent real-time signal detection accuracy without relying solely on real-time feedback equalization

Inventive Principle:
Principle #10Preliminary action

2Measurement precision

If asynchronous sampling with pattern-verified measurements is used, then equalization measurement accuracy is improved, but device complexity increases due to additional sampling and measurement circuitry

Engineering Contradiction:
Improveequalization measurement accuracyVSAvoidsampling and measurement circuitry
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The patent employs an asynchronous sampler that can operate in multiple modes: during initialization it performs eye scope data collection and frequency-specific voltage measurements for equalization characterization, and during normal operation it functions as the regular data sampler for the receiver. This multi-functional approach enables accurate equalization measurements to be obtained without adding dedicated measurement-only circuitry that would increase complexity

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

Solution Approach 2:

The system uses its own asynchronous sampling capability to perform self-characterization of the transmission channel frequency response by measuring voltage levels for different data patterns (e.g., 111, 000, 101, 010). The receiver independently determines the frequency-specific voltage measurements and uses this information to automatically adjust CTLE settings without requiring external measurement equipment or complex dedicated test circuitry

Inventive Principle:
Principle #25Self-service

3Measurement precision

If frequency-specific voltage measurements are performed for multiple data patterns, then channel frequency response characterization is improved, but loss of time increases due to extensive measurements before operation

Engineering Contradiction:
Improvechannel frequency response characterizationVSAvoidinitialization time
Core Design Contradiction:
Measurement precisionVSLoss of time

Solution Approach 1:

The patent performs frequency-specific voltage measurements for different data patterns (111, 000, 101, 010) during the initialization phase to characterize the channel frequency response. By completing these measurements before synchronous operation begins, the system establishes optimized CTLE equalization settings that account for channel attenuation at different frequencies, enabling faster convergence and reduced need for subsequent adjustments during data reception

Inventive Principle:
Principle #19Periodic action

4Reliability

If continuous time linear equalization adjustments are made based on frequency-specific measurements, then signal quality is improved, but device complexity increases due to dynamic equalization control

Engineering Contradiction:
Improvesignal qualityVSAvoiddynamic equalization control
Core Design Contradiction:
ReliabilityVSDevice complexity

Solution Approach 1:

The patent implements a feedback mechanism where frequency-specific voltage measurements obtained from asynchronous sampling of different data patterns are used to determine optimal CTLE equalization settings. The system compares measured voltage levels against target values and automatically adjusts the CTLE coefficients to compensate for channel frequency response variations, creating a closed-loop equalization control system that adapts to channel conditions

Inventive Principle:
Principle #23Feedback

Data Source

PatentUS11303484B1Continuous time linear equalization and bandwidth adaptation using asynchronous sampling
Publication Date: 2022.04.12 KANDOU LABS SA
  • US11303484B1 patent drawing
  • US11303484B1 patent drawing
  • US11303484B1 patent drawing

AI summary

Methods and systems are described for generating a time-varying information signal at an output of a continuous time linear equalizer (CTLE), asynchronously sampling a data signal according to a sampling clock having a frequency less than a data rate of the data signal; generating corresponding pattern-verified samples for at least two data patterns, each of the at least two data patterns having a respective frequency content; determining corresponding frequency-specific voltage measurements associated with each of the at least two data patterns based on the corresponding pattern-verified samples of the at least two data patterns; and adjusting an equalization of the data signal based on a comparison of the corresponding frequency-specific voltage measurements.