Rank-Order Equalization for Vector Signaling Interference

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Solution Overview

Problem

Existing chip-to-chip and device-to-device communication systems face challenges in achieving high-speed, low-power, and pin-efficient data transmission due to noise interference and inter-symbol interference, which conventional equalization methods fail to adequately address while maintaining power efficiency and noise resilience.

Innovation Solution

The implementation of a rank-order equalization method that uses a series of rank-order units, coefficient selectors, and subtraction units to equalize vector signaling samples across all transmission wires, providing enhanced robustness against inter-symbol interference and crosstalk noise through a feed-forward or feedback mode of operation.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Speed

If conventional equalization methods are used, then the system can operate at high speeds, but noise interference and inter-symbol interference increase, reducing reliability

Engineering Contradiction:
Improvetransmission speedVSAvoidnoise resilience
Core Design Contradiction:
SpeedVSReliability

Solution Approach 1:

The equalization process is segmented into multiple stages: feed-forward equalization (FFE) that processes received signals through a tapped delay line with adjustable coefficients, followed by decision feedback equalization (DFE) that uses detected symbols to cancel intersymbol interference. This segmentation allows the system to maintain high transmission speeds while systematically reducing noise and interference through coordinated multi-stage processing.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The patent implements decision feedback equalization where detected symbols are fed back through a feedback filter to generate estimates of intersymbol interference, which are then subtracted from the received signal. This feedback mechanism continuously adapts to channel conditions and actively cancels interference, significantly improving noise resilience without sacrificing transmission speed.

Inventive Principle:
Principle #23Feedback

2Reliability

If equalization complexity is increased to reduce inter-symbol interference, then reliability improves, but device complexity and power consumption increase

Engineering Contradiction:
Improveinter-symbol interference reductionVSAvoidequalization structure complexity
Core Design Contradiction:
ReliabilityVSDevice complexity

Solution Approach 1:

The equalization function is divided into distinct modular components: feed-forward filter with tapped delay line, decision device, feedback filter, and subtraction unit. Each module performs a specific function and can be independently optimized or implemented in hardware, reducing overall device complexity while maintaining high reliability through coordinated operation of these specialized sub-units.

Inventive Principle:
Principle #1Segmentation

3Reliability

If more equalization processing is applied, then inter-symbol interference is reduced, but power consumption increases

Engineering Contradiction:
Improveerror reductionVSAvoidpower consumption
Core Design Contradiction:
ReliabilityVSUse of energy by moving object

Solution Approach 1:

The equalization system applies processing selectively rather than uniformly to all signal components. The feed-forward equalization addresses dominant interference components through the tapped delay line, while the feedback equalization only processes decisions that have already been made. This partial action approach achieves sufficient error reduction without the excessive power consumption that would result from more aggressive or redundant equalization processing.

Inventive Principle:
Principle #16Partial or excessive action

Data Source

PatentUS8755426B1Rank-order equalization
Publication Date: 2014.06.17 KANDOU LABS SA
  • US8755426B1 patent drawing
  • US8755426B1 patent drawing
  • US8755426B1 patent drawing

AI summary

For digital data transmitted using a vector signaling encoding, a rank-order equalizer cancels various channel noise such as inter-symbol interference. Further, rank-order units may be cascaded to achieve improved equalization over successive sample vector signals in a rank-order equalizer. Multiple rank-order equalizers further operate in parallel in a feed forward mode or in series in a feedback mode to provide a continuous vector signaling stream equalization.