Digital estimation and compensation of analog errors in frequency-interleaved ADCs

Jinpeng Song*, Shulin Tian, Yu Hen Hu, Peng Ye, Kuojun Yang, Lianping Guo, Wentao Wei

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

6 Citations (Scopus)

Abstract

A novel digital compensation scheme for measuring, estimating and correcting linear weakly time-varying analog errors in frequency-interleaved analog-to-digital converters (FI-ADCs) is presented. This method features three important improvements over existing approaches: First, the Wigner-Ville distribution (WVD) is used to better estimate the nonstationary analog channel frequency response (ACFR) spectrum. Secondly, the estimated ACFR spectrum is approximated with a rational polynomial model using the l1-norm metric. The corresponding l1-norm minimization problem is solved using a primal-relaxed dual global optimization (PRD-GOP) method. Thirdly, the digital compensation circuitry is designed utilizing a preconditioned biconjugate gradient stabilized (BICGSTAB) algorithm that yields a computationally efficient solution. Numerical experimentations have been conducted and the outcomes validate the feasibility and superior performance of this proposed method.

Original languageEnglish
Article number1950134
JournalJournal of Circuits, Systems and Computers
Volume28
Issue number8
DOIs
Publication statusPublished - 1 Jul 2019
Externally publishedYes

Keywords

  • Analog-to-digital converter (ADC)
  • analog error
  • filter bank
  • frequency-interleaving
  • pole-zero signal modeling
  • time-varying system

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