Adaptive AFE Gain Calibration for Serial-Link Loss Compensation

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Solution Overview

Problem

High-speed serial data links suffer from frequency-dependent loss and phase dispersion, leading to errors in received data if not adequately compensated.

Innovation Solution

An adaptive calibration method for the analog front end (AFE) of a high-speed serial receiver, involving an adaptation engine that adjusts reference voltages, gains, and phase interpolators to optimize the AFE's performance using iterative processes.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Strength

If the AFE gain is increased to compensate for channel loss, then the signal strength is improved, but the distortion and noise are also amplified

Engineering Contradiction:
Improvesignal strengthVSAvoiddistortion and noise
Core Design Contradiction:
StrengthVSObject-generated harmful factors

Solution Approach 1:

The patent dynamically adjusts AFE parameters (gain, reference voltage, degeneration resistance) based on measured channel characteristics. The adaptation engine modifies these parameters in real-time to optimize signal quality, changing the operating point of the AFE to compensate for frequency-dependent loss while minimizing distortion amplification.

Inventive Principle:
Principle #35Parameter changes

Solution Approach 2:

The system employs feedback mechanisms where the adaptation engine continuously monitors the AFE output signal quality and adjusts the gain and other parameters accordingly. This closed-loop control allows the system to achieve the necessary signal strength while actively managing distortion and noise levels through iterative optimization.

Inventive Principle:
Principle #23Feedback

2Measurement precision

If complex equalization measures are applied to compensate for frequency-dependent loss and phase dispersion, then data accuracy is improved, but device complexity increases

Engineering Contradiction:
Improvedata accuracyVSAvoidequalization complexity
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The AFE includes an integrated adaptation engine that performs self-calibration by automatically measuring channel characteristics and adjusting its own parameters. This self-service capability eliminates the need for external complex equalization equipment, achieving high data accuracy through autonomous parameter optimization while keeping the device structure relatively simple.

Inventive Principle:
Principle #25Self-service

Solution Approach 2:

The patent combines multiple functions (channel measurement, parameter analysis, and adaptive adjustment) into a single integrated adaptation engine within the AFE. This merging of functions achieves complex equalization capabilities without proportionally increasing device complexity, as the measurement and correction processes are unified in one module.

Inventive Principle:
Principle #5Merging (Combining)

Data Source

PatentUS12413455B2Adaptive AFE calibration techniques
Publication Date: 2025.09.09 SAMSUNG ELECTRONICS CO LTD
  • US12413455B2 patent drawing
  • US12413455B2 patent drawing
  • US12413455B2 patent drawing

AI summary

An adaptation engine included in a receiver of a serial data link, including at least one processor configured to: receive an error signal generated by an error slicer included in a decision feedback equalizer (DFE) and a data signal generated by a data slicer included in the DFE, perform a first iterative adaptation process corresponding to the AFE by adjusting a gain of the AFE based on the error signal and the data signal, and perform a second iterative adaptation process corresponding to the AFE by adjusting an degeneration resistance of a degeneration resistor included in the AFE based on the error signal and the data signal.