Receiver Circuit Link Characterization for Non-Destructive Channel Tuning

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Solution Overview

Problem

Existing methods for testing the electrical characteristics of communication links in computer systems are destructive and costly, making it difficult to assess impedance variations that affect signal propagation and bandwidth, especially after assembly.

Innovation Solution

A non-destructive method for characterizing communication links using a receiver circuit with equalizer, recovery, slicer, and deserializer circuits to determine the single-bit response and adjust operating parameters based on conditional probability distributions, allowing for post-manufacture testing and field adaptation.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Measurement precision

If destructive testing methods are used to characterize communication links, then measurement precision is improved, but device complexity and cost increase, and the system becomes unusable after testing

Engineering Contradiction:
Improveelectrical characteristics measurementVSAvoidsystem usability after testing
Core Design Contradiction:
Measurement precisionVSReliability

Solution Approach 1:

The patent uses a virtual channel model that replicates the electrical characteristics of the physical communication channel without physically disrupting it. The receiver circuit determines a virtual channel model based on received training symbols, creating a mathematical copy of the channel's impulse response and frequency response. This allows accurate measurement of electrical characteristics while preserving the actual channel for continued use.

Inventive Principle:
Principle #26Copying

Solution Approach 2:

The patent replaces physical destructive testing with signal processing-based characterization. Instead of using mechanical or electrical test equipment that disrupts or damages the channel, the system uses the existing communication signals to extract channel characteristics through mathematical analysis of received training symbols, substituting physical measurement with computational analysis.

Inventive Principle:
Principle #28Mechanics substitution (Replace mechanical system)

2Manufacturing precision

If post-manufacture testing is performed to assess impedance variations, then manufacturing precision is improved, but the testing process becomes complex and costly

Engineering Contradiction:
Improveimpedance variation assessmentVSAvoidtesting process complexity
Core Design Contradiction:
Manufacturing precisionVSDevice complexity

Solution Approach 1:

The communication channel itself provides the test signal through normal data transmission. The training symbols sent during communication serve dual purposes: conveying data and characterizing the channel. The receiver uses these same received symbols to determine the virtual channel model, eliminating the need for separate test equipment or test signals, and allowing manufacturing precision assessment through the channel's own operational signals.

Inventive Principle:
Principle #25Self-service

Solution Approach 2:

The received training symbols serve multiple functions simultaneously: they convey communication data and provide the basis for determining channel electrical characteristics. This multi-functionality eliminates the need for dedicated test signals or separate testing procedures, reducing device complexity while enabling comprehensive channel characterization including impedance variations.

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

3Adaptability or versatility

If field adaptation of receiver circuits is implemented, then adaptability is improved, but device complexity increases

Engineering Contradiction:
Improvefield adaptation capabilityVSAvoidreceiver circuit complexity
Core Design Contradiction:
Adaptability or versatilityVSDevice complexity

Solution Approach 1:

The patent implements dynamic adaptation by continuously updating the virtual channel model based on received training symbols during operation. The equalizer coefficients are adjusted in real-time based on the determined channel characteristics, allowing the receiver to adapt to changing channel conditions such as temperature variations, physical distortions, or component aging without requiring complex reconfiguration mechanisms.

Inventive Principle:
Principle #15Dynamics

Solution Approach 2:

The system uses feedback from the received training symbols to continuously refine the virtual channel model and adjust equalizer coefficients. The receiver determines channel characteristics from incoming signals and uses this information to optimize its own performance, creating a closed-loop adaptation system that improves reliability while managing complexity through intelligent signal processing.

Inventive Principle:
Principle #23Feedback

Data Source

PatentUS20260052003A1Characterization of communication links
Publication Date: 2026.02.19 APPLE INC
  • US20260052003A1 patent drawing
  • US20260052003A1 patent drawing
  • US20260052003A1 patent drawing

AI summary

A receiver circuit capable of characterizing a communication channel or link is disclosed. The receiver circuit may receive an input signal that encodes multiple data symbols, and may sample the input signal to generate recovered symbols, a recovered clock signal, and samples. Using the samples and recovered symbols, the receiver circuit may generate recovered data. The receiver circuit may, in response to a detection of a particular logic value in the recovered data, count a number of occurrences of a particular logic value in the samples over a range of sample threshold values and sample times to generate a conditional probability distribution of the input signal. Using a statistical measurement of the conditional probability distribution, the receiver circuit may adjust one of its operating parameters.