Edge-Based Partial Response Equalizer for ISI Compensation

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Solution Overview

Problem

Conventional digital systems face limitations in data transmission due to inter-symbol interference (ISI) caused by frequency-dependent attenuation and impedance discontinuities in the signal path, which complicates signal recognition and data detection in high-performance systems.

Innovation Solution

The implementation of an edge-based partial response decision feedback equalizer (prDFE) receiver, which includes adjusting circuitry, sampling circuitry, selection circuitry, tap weight adapter circuitry, and edge analysis circuitry, to adjust and sample the received data signal, thereby compensating for ISI and improving data detection.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Measurement precision

If equalization schemes are implemented to compensate for channel corruption and ISI, then data detection accuracy is improved, but device complexity increases due to additional equalization components

Engineering Contradiction:
Improvedata detection accuracyVSAvoidcircuit design complexity
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The equalization function is segmented into multiple independent components: feed-forward equalizer (FFE) taps, decision feedback equalizer (DFE) taps, and edge-based partial response (EBPR) elements. Each segment processes specific aspects of ISI compensation independently, allowing modular design and optimization without requiring a monolithic complex equalizer structure.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The equalizer employs dynamic tap weight adjustment where FFE and DFE tap weights are continuously adapted based on received signal characteristics and error feedback. The EBPR component dynamically selects between different partial response modes (PR4, EPR4, MPR4) based on channel conditions, enabling the system to optimize performance adaptively rather than using fixed complex structures.

Inventive Principle:
Principle #15Dynamics

2Productivity

If high data rate transmission is implemented in high-performance systems, then productivity is improved, but inter-symbol interference increases due to frequency dependent attenuation and impedance discontinuities

Engineering Contradiction:
Improvedata throughputVSAvoidinter-symbol interference
Core Design Contradiction:
ProductivityVSObject-affected harmful factors

Solution Approach 1:

The system implements decision feedback equalization where previously detected data symbols are fed back to compensate for their interference on current symbols. The DFE uses this feedback mechanism to subtract predicted ISI from the received signal, enabling high data rate transmission while actively canceling the harmful ISI effects that increase with speed.

Inventive Principle:
Principle #23Feedback

Solution Approach 2:

The equalizer changes key parameters including tap weights, partial response mode selection (PR4, EPR4, MPR4), and sampling timing to optimize performance at high data rates. By dynamically adjusting these parameters based on channel conditions and error rates, the system maintains data integrity even when ISI increases due to higher transmission speeds.

Inventive Principle:
Principle #35Parameter changes

Data Source

PatentUS12316481B2Edge based partial response equalization
Publication Date: 2025.05.27 RAMBUS INC
  • US12316481B2 patent drawing
  • US12316481B2 patent drawing
  • US12316481B2 patent drawing

AI summary

An integrated circuit (IC) chip includes transfer circuitry to transfer signals between the IC chip and a second IC chip. The transfer circuitry includes equalization circuitry having at least one tap to equalize the signals. The equalization circuitry includes a tap weight adapter circuit to generate a respective tap weight for each of the at least one tap based on edge information of previously transferred signals.