Efficient modeling of 1/f α noise using multirate process

Jongsun Park, Khurram Muhammad, Kaushik Roy

Research output: Contribution to journalArticlepeer-review

13 Citations (Scopus)

Abstract

In order to verify the system performance of mixed-signal systems on chip (SoCs), computer-aided design (CAD) tools are required to generate 1/f/ α noise that degrades the performance of most analog circuits. Current techniques for generating discrete sequences of 1/f α noise require a large amount of computations that place an excessive burden on the computation engine and random number generators. In this paper, the authors propose a low-complexity 1/f α noise generation scheme, which is based on a multirate filter bank. In this scheme, each branch in the filter bank processes signals in a different frequency band while allowing for arbitrary selection of a in each bank. The proposed approach greatly reduces computations when compared to traditional noise generation processes of using a single noise-shaping filter. Furthermore, it allows selecting different combinations of noise frequency response in different frequency bands, thus allowing calibration of noise generated in simulation to the one measured in the laboratory from test chips. A comparison of various noise generation schemes is also presented.

Original languageEnglish
Pages (from-to)1247-1256
Number of pages10
JournalIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Volume25
Issue number7
DOIs
Publication statusPublished - 2006 Jul
Externally publishedYes

Keywords

  • 1/f noise
  • Flicker noise
  • Mixed signal systems
  • Multirate filter banks
  • Noise modeling

ASJC Scopus subject areas

  • Software
  • Computer Graphics and Computer-Aided Design
  • Electrical and Electronic Engineering

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