Parallel VGA-ADC Equalization for 112 Gbps Network Transceivers

Resolve Bottlenecks,
Find Innovative Solutions
Generate Solutions

Solution Overview

Problem

Conventional network transceivers face challenges in achieving high data transmission rates due to physical limitations on analog digital converter (ADC) conversion rates, leading to difficulties in operating at speeds exceeding 40 Gbps in modern computing infrastructure.

Innovation Solution

A network transceiver device is designed with multiple variable gain amplifiers (VGAs) and analog digital converters (ADCs) arranged in VGA-specific channels, utilizing feed-forward equalizers (FFEs) with channel-specific and common equalization coefficients to adaptively equalize signals, and a clock data recovery (CDR) circuit to generate sampling clocks, enabling higher data transmission rates such as 112 Gbps through a fanout architecture.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Speed

If a single ADC is used for high speed transmission, then the conversion rate is limited by physical limitations, but increasing the number of ADCs increases device complexity

Engineering Contradiction:
Improvedata transmission rateVSAvoiddevice complexity
Core Design Contradiction:
SpeedVSDevice complexity

Solution Approach 1:

The patent divides the ADC functionality into multiple parallel ADCs, each handling a subset of channels. This segmentation allows the system to achieve higher overall data transmission rates by distributing the conversion load across multiple converters, thereby overcoming the physical limitations of a single ADC while managing complexity through modular architecture.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The patent transitions from a single-channel ADC architecture to a multi-channel parallel architecture by adding the dimension of channel multiplicity. This dimensional change enables the system to scale data transmission capacity by increasing the number of parallel ADC paths rather than relying on a single high-speed converter.

Inventive Principle:
Principle #17Another dimension (Dimensionality change)

2Speed

If multiple VGAs and ADCs are used to achieve higher data rates, then gain and bandwidth mismatches occur between channels, but using channel-specific equalization coefficients increases computational complexity

Engineering Contradiction:
Improvedata transmission rateVSAvoidcomputational complexity
Core Design Contradiction:
SpeedVSDevice complexity

Solution Approach 1:

The patent applies local quality by implementing channel-specific equalization coefficients for each VGA-ADC channel pair. This allows each channel to be optimized independently for its specific gain and bandwidth characteristics, correcting mismatches locally rather than using a uniform approach across all channels, thereby maintaining signal integrity at higher data rates.

Inventive Principle:
Principle #3Local quality

Solution Approach 2:

The patent changes the equalization parameters by computing separate coefficient sets for each channel based on their individual frequency responses and gain characteristics. This parameter differentiation enables precise compensation for channel-specific variations introduced by multiple VGAs and ADCs, allowing the system to operate at higher speeds despite the added complexity.

Inventive Principle:
Principle #35Parameter changes

3Speed

If conventional single-channel architecture is used, then ADC conversion rate limits data transmission speed, but transitioning to multi-channel architecture requires adaptive equalization to handle channel variations

Engineering Contradiction:
Improvedata transmission rateVSAvoidsignal processing complexity
Core Design Contradiction:
SpeedVSEase of operation

Solution Approach 1:

The patent implements feedback through adaptive equalization where the system continuously monitors and adjusts equalization coefficients for each channel based on detected signal characteristics. This feedback mechanism automatically compensates for channel variations introduced by multiple VGAs and ADCs, making the complex multi-channel system operate as seamlessly as a conventional single-channel architecture.

Inventive Principle:
Principle #23Feedback

Solution Approach 2:

The patent performs preliminary action by pre-computing channel-specific equalization coefficients for each VGA-ADC channel pair before signal transmission. This advance preparation of channel-specific parameters enables the system to handle channel variations proactively, reducing the real-time processing burden and simplifying operation during actual data transmission.

Inventive Principle:
Principle #10Preliminary action

Data Source

PatentUS11658696B2Network transceiver with VGA channel specific equalization
Publication Date: 2023.05.23 MICROSOFT TECHNOLOGY LICENSING LLC
  • US11658696B2 patent drawing
  • US11658696B2 patent drawing
  • US11658696B2 patent drawing

AI summary

A network transceiver device is provided, including at least two variable gain amplifiers (VGAs), and at least two sets of analog digital converters (ADCs), each set including ADCs coupled to an output of one of the VGAs, the sets being arranged in VGA-specific channels. The device includes a plurality of feed-forward equalizers (FFEs), each FFE being coupled to receive an output of one of the ADCs in one of the VGA-specific channels. Each FFE is configured to adaptively equalize the output received from the ADCs utilizing a first equalization coefficient subset with coefficient values that are common to all FFEs, and a second equalization coefficient subset that is channel specific and that has a first set of coefficient values for a first VGA-specific channel and a second set of coefficient values for a second VGA-specific channel, the sets of coefficient values being computed independently.