Automated SAR ADC Sizing Using Analytical Equations

Zhongyi Li, Zhuofu Tao, Yanze Zhou, Yichen Shi, Zhiping Yu, Ting Jung Lin, Lei He

Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

Abstract

Conventional analog and mixed-signal (AMS) circuit designs heavily rely on manual effort, which is time-consuming and labor-intensive. This paper presents a fully automated design methodology for Successive Approximation Register (SAR) Analog-to-Digital Converters (ADCs) from performance specifications to complete transistor sizing. To tackle the high-dimensional sizing problem, we propose a dual optimization scheme. The system-level optimization iteratively partitions the overall requirements and analytically maps them to subcircuit design specifications, while local optimization loops determines the subcircuits' design parameters. The dependency graph-based framework serializes the simulations for verification, knowledge-based calculations, and transistor sizing optimization in topological order, which eliminates the need for human intervention. We demonstrate the effectiveness of the proposed methodology through two case studies with varying performance specifications, achieving high SNDR and low power consumption while meeting all the specified design constraints.

Original languageEnglish
Title of host publication2025 International Symposium of Electronics Design Automation, ISEDA 2025
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages214-220
Number of pages7
ISBN (Electronic)9798331536961
DOIs
Publication statusPublished - 2025
Externally publishedYes
Event2025 International Symposium of Electronics Design Automation, ISEDA 2025 - Hong Kong, China
Duration: 9 May 202512 May 2025

Publication series

Name2025 International Symposium of Electronics Design Automation, ISEDA 2025

Conference

Conference2025 International Symposium of Electronics Design Automation, ISEDA 2025
Country/TerritoryChina
CityHong Kong
Period9/05/2512/05/25

Keywords

  • Automated Design
  • Bayesian Optimization (BO)
  • Dependency Graph
  • SAR ADC

ASJC Scopus subject areas

  • Computer Graphics and Computer-Aided Design
  • Electrical and Electronic Engineering
  • Electronic, Optical and Magnetic Materials
  • Control and Optimization
  • Modelling and Simulation
  • Atomic and Molecular Physics, and Optics

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