Delta-Sigma DAC Error Cancellation With Lower-Order Analog Filtering

Resolve Bottlenecks,
Find Innovative Solutions
Generate Solutions

Solution Overview

Problem

High-resolution digital-to-analog converters (DACs) require significant chip area, which increases exponentially with resolution, posing a challenge in minimizing footprint for high-resolution applications, especially in optical communications where multiple lanes are needed, such as in 100G×8 optical module-based and co-packaged optics solutions.

Innovation Solution

A delta-sigma modulator digital-to-analog converter with a multiple stage cascaded error cancellation architecture and an inverting amplifier-based analog filter is used, which reduces the filter order requirement and minimizes the analog filtering requirement, achieving a compact footprint by effectively canceling quantization noise and improving signal-to-noise ratio (SNR).

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Measurement precision

If high-resolution DACs are used to achieve higher signal-to-noise ratio, then the SNR is improved, but the chip area increases exponentially

Engineering Contradiction:
Improvesignal-to-noise ratioVSAvoidchip area
Core Design Contradiction:
Measurement precisionVSArea of stationary object

Solution Approach 1:

The high-resolution DAC is divided into multiple lower-resolution sub-DACs (e.g., two 8-bit DACs instead of one 10-bit DAC). Each sub-DAC handles a portion of the digital input words, and their analog outputs are combined. This segmentation allows achieving high effective resolution while each individual DAC occupies minimal area, thus resolving the exponential area growth problem.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

A digital delay element is introduced as an intermediary between the digital input and the sub-DACs. The delay element stores one or more previous digital input words and provides them to the sub-DACs at appropriate timing. This intermediary enables the time-interleaved operation of multiple lower-resolution DACs to achieve higher effective resolution without requiring a single large high-resolution DAC.

Inventive Principle:
Principle #24Intermediary (Mediator)

2Adaptability or versatility

If multiple DACs are added to support more lanes in optical communications, then the number of lanes is increased, but the total chip area increases

Engineering Contradiction:
Improvenumber of lanesVSAvoidchip area
Core Design Contradiction:
Adaptability or versatilityVSArea of stationary object

Solution Approach 1:

The same high-resolution DAC architecture using multiple sub-DACs and digital delay elements is designed to be universally applicable across multiple optical communication lanes. Rather than implementing separate high-resolution DACs for each lane, the architecture can be shared or reused across lanes, allowing the system to support increased number of lanes (e.g., 100G×8) while minimizing the total chip area dedicated to DAC functionality.

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

3Ease of operation

If Nyquist-rate DACs are used for signal processing, then the signal processing function is achieved, but the chip area increases significantly with resolution

Engineering Contradiction:
Improvesignal processing functionVSAvoidchip area
Core Design Contradiction:
Ease of operationVSArea of stationary object

Solution Approach 1:

The Nyquist-rate DAC is segmented into multiple lower-resolution sub-DACs operating in parallel or time-interleaved fashion. Each sub-DAC processes a portion of the signal at the required Nyquist rate, but with reduced resolution requirements. The combined output achieves the necessary signal processing function with high effective resolution while each sub-DAC occupies minimal area, thus maintaining ease of operation without significant area penalty.

Inventive Principle:
Principle #1Segmentation

Data Source

PatentUS12126363B2Error cancellation delta-sigma DAC with an inverting amplifier-based filter
Publication Date: 2024.10.22 CISCO TECHNOLOGY INC
  • US12126363B2 patent drawing
  • US12126363B2 patent drawing
  • US12126363B2 patent drawing

AI summary

An apparatus includes a delta-sigma modulator digital-to-analog converter section having a multiple stag cascaded error cancellation architecture, each stage including a delta-sigma modulator followed by a digital-to-analog converter, the delta-sigma modulator digital-to-analog converter section configured to receive a digital input and to generate an analog output. An inverting amplifier-based analog filter is coupled to receive the analog output, the inverting amplifier-based analog filter configured to filter the analog output to produce a filtered analog output.