Continuous-Time Equalizer ISI Cancellation

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Solution Overview

Problem

High-speed electronic signaling within and between integrated circuit devices is limited by inter-symbol interference (ISI) due to impedance discontinuities, which degrades signal quality and makes it difficult to correct for ISI at higher signaling rates.

Innovation Solution

A receiver architecture that includes a continuous-time equalizer and a decision-feedback equalizer, which uses an adaptation engine to generate tap values based on a sign-sign, least-mean-squared algorithm, to adjust the equalizer settings and reduce ISI without the need to resolve the most recent data bit in time.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If partial response decision-feedback equalizers (PrDFEs) are used to correct ISI from the most recent symbols, then signal quality is improved, but receiver area, power consumption, and complexity increase due to requiring 2^M separate computational paths

Engineering Contradiction:
Improvesignal qualityVSAvoidreceiver complexity
Core Design Contradiction:
ReliabilityVSDevice complexity

Solution Approach 1:

The patent extracts only the essential equalization function needed to handle the most recent symbol's ISI impact, rather than implementing all 2^M possible computational paths of PrDFE. By taking out only the necessary correction mechanism, the design achieves ISI cancellation without the exponential complexity growth.

Inventive Principle:
Principle #2Taking out (Extraction)

Solution Approach 2:

The patent applies partial action by implementing a simplified equalization approach that handles the critical most recent symbol's ISI contribution without fully implementing the complete PrDFE structure. This partial implementation provides sufficient correction for the dominant ISI source while avoiding the excessive complexity of full PrDFE.

Inventive Principle:
Principle #16Partial or excessive action

2Reliability

If partial response decision-feedback equalizers (PrDFEs) are used to correct ISI from the most recent symbols, then signal quality is improved, but power consumption increases due to multiple computational paths

Engineering Contradiction:
Improvesignal qualityVSAvoidpower consumption
Core Design Contradiction:
ReliabilityVSUse of energy by moving object

Solution Approach 1:

The patent extracts only the essential equalization function needed to handle the most recent symbol's ISI impact, rather than implementing all 2^M possible computational paths of PrDFE. By taking out only the necessary correction mechanism, the design achieves ISI cancellation without the exponential complexity growth.

Inventive Principle:
Principle #2Taking out (Extraction)

Solution Approach 2:

The patent applies partial action by implementing a simplified equalization approach that handles the critical most recent symbol's ISI contribution without fully implementing the complete PrDFE structure. This partial implementation provides sufficient correction for the dominant ISI source while avoiding the excessive complexity of full PrDFE.

Inventive Principle:
Principle #16Partial or excessive action

3Reliability

If decision-feedback equalizers (DFEs) are used to cancel ISI, then signal quality is improved, but it becomes difficult to resolve the most recent data bits in time to calculate their impact at very high signaling rates

Engineering Contradiction:
Improvesignal qualityVSAvoidsignaling rate
Core Design Contradiction:
ReliabilityVSSpeed

Solution Approach 1:

The patent applies preliminary action by pre-computing or pre-configuring the equalization parameters based on anticipated or previously detected symbol values. This allows the equalizer to be prepared in advance with the appropriate tap coefficients, eliminating the need to wait for the current symbol to be fully resolved before initiating correction.

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The patent implements dynamic adaptation of equalization parameters, allowing the receiver to adjust tap coefficients in real-time based on detected symbol patterns. This dynamic approach enables the system to adapt to varying signaling conditions and maintain effective ISI cancellation across different signaling rates.

Inventive Principle:
Principle #15Dynamics

Data Source

PatentUS12316482B2High-speed signaling systems and methods with adaptable, continuous-time equalization
Publication Date: 2025.05.27 RAMBUS INC
  • US12316482B2 patent drawing
  • US12316482B2 patent drawing
  • US12316482B2 patent drawing

AI summary

A receiver includes a continuous-time equalizer, a decision-feedback equalizer (DFE), data and error sampling logic, and an adaptation engine. The receiver corrects for inter-symbol interference (ISI) associated with the most recent data symbol (first post cursor ISI) by establishing appropriate equalization settings for the continuous-time equalizer based upon a measure of the first-post-cursor ISI.