CTLE Equalizer Adaptation Using Average Signal Amplitude Loops

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Solution Overview

Problem

Conventional equalization techniques for high-speed data communications, such as decision feedback equalization (DFE), require significant power consumption and are inflexible in meeting various application requirements, limiting their effectiveness in supporting high-speed data links.

Innovation Solution

The proposed solution involves an equalizer circuit that includes a continuous-time linear equalizer (CTLE) and a data sense-amplifier latch, with a control mechanism that adjusts a reference voltage based on average signal amplitudes to optimize equalization strength, using minimal additional hardware and potentially combining with DFE, by partitioning loop counters to adjust CTLE and DFE contributions.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If decision feedback equalization (DFE) is used to compensate for high-frequency signal loss, then signal quality is improved, but power consumption increases significantly

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

Solution Approach 1:

The patent divides the equalization function into two separate circuits: a continuous-time linear equalizer (CTLE) for high-frequency signal compensation and a decision feedback equalizer (DFE) for residual interference cancellation. This segmentation allows each circuit to be optimized independently, with the CTLE handling the power-intensive high-frequency compensation while the simplified DFE handles only the remaining low-frequency interference, thereby reducing total power consumption while maintaining signal quality.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The patent implements dynamic control of the DFE tap coefficients based on detected data patterns. The control circuit selectively enables or disables DFE taps depending on the recognized pattern (e.g., enabling taps for 101/010 patterns while disabling them for 111/000 patterns). This dynamic adaptation allows the system to maintain optimal signal quality only when necessary, significantly reducing power consumption during operations where full DFE functionality is not required.

Inventive Principle:
Principle #15Dynamics

2Reliability

If decision feedback equalization (DFE) is used to compensate for high-frequency signal loss, then equalization performance is improved, but circuit flexibility decreases

Engineering Contradiction:
Improveequalization performanceVSAvoidcircuit flexibility
Core Design Contradiction:
ReliabilityVSAdaptability or versatility

Solution Approach 1:

The patent implements dynamic control of the DFE tap coefficients based on detected data patterns. The control circuit selectively enables or disables DFE taps depending on the recognized pattern (e.g., enabling taps for 101/010 patterns while disabling them for 111/000 patterns). This dynamic adaptation allows the system to maintain optimal equalization performance only when necessary, significantly reducing power consumption during operations where full DFE functionality is not required.

Inventive Principle:
Principle #15Dynamics

Solution Approach 2:

The patent changes the operational parameters of the DFE circuit based on the detected data patterns. By modifying the tap coefficient values and enabling/disabling specific taps according to the pattern type (101/010 vs. 111/000), the system adapts its equalization characteristics to match the specific signal conditions, thereby maintaining high equalization performance across different operating scenarios while using a simpler, more flexible circuit architecture.

Inventive Principle:
Principle #35Parameter changes

3Reliability

If complex equalization schemes are used, then high-frequency signal loss compensation is improved, but circuit complexity increases

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

Solution Approach 1:

The patent divides the equalization function into two separate circuits: a continuous-time linear equalizer (CTLE) for high-frequency signal compensation and a decision feedback equalizer (DFE) for residual interference cancellation. This segmentation allows each circuit to be optimized independently, with the CTLE handling the power-intensive high-frequency compensation while the simplified DFE handles only the remaining low-frequency interference, thereby reducing total circuit complexity while maintaining signal quality.

Inventive Principle:
Principle #1Segmentation

Data Source

PatentUS8861583B2Apparatus and methods for equalizer adaptation
Publication Date: 2014.10.14 ALTERA CORP
  • US8861583B2 patent drawing
  • US8861583B2 patent drawing
  • US8861583B2 patent drawing

AI summary

One embodiment relates to an equalizer circuit for a data link. The equalizer circuit including a continuous-time linear equalizer, a first circuit loop, and a second circuit loop. The continuous-time linear equalizer receives a received signal and outputs an equalized signal. The first circuit loop determines a first average signal amplitude. The first average signal amplitude may be an average signal amplitude of the equalized signal. The second circuit loop a second average signal amplitude. The second average signal amplitude may be an average signal amplitude of a high-frequency portion of the equalized signal. Other embodiments and features are also disclosed.