• DocumentCode
    549593
  • Title

    Fast Non-Monte-Carlo transient noise analysis for high-precision analog/RF circuits by stochastic orthogonal polynomials

  • Author

    Gong, Fang ; Yu, Hao ; He, Lei

  • Author_Institution
    Electr. Eng. Dept., Univ. of California, Los Angeles, Los Angeles, CA, USA
  • fYear
    2011
  • fDate
    5-9 June 2011
  • Firstpage
    298
  • Lastpage
    303
  • Abstract
    Stochastic device noise has become a significant challenge for high-precision analog/RF circuits, and it is particularly difficult to correctly include both white noise and flicker noise in the traditional transient verification with an efficient numerical solution. In this paper, a Non-Monte-Carlo transient noise analysis is developed. Both white noise and flicker noise are considered in Itô integral based stochastic differential algebraic equation (SDAE), which is solved by one-time calculation of variance using stochastic orthogonal polynomials (SoPs). Our work is the first in literature to provide the SoP-based SDAE solution with application for transient noise analysis. Experiments on a number of different analog circuits demonstrate that the proposed method is up to 488X faster than Monte Carlo method with similar accuracy, and achieves on average 6.8X speedup over the existing non-Monte-Carlo approaches.
  • Keywords
    analogue circuits; differential equations; flicker noise; integrated circuit noise; numerical analysis; polynomials; radiofrequency integrated circuits; stochastic processes; white noise; Itô integral based stochastic differential algebraic equation; RF circuit; analog circuit; flicker noise; nonMonte-Carlo transient noise analysis; numerical solution; one-time calculation; stochastic device noise; stochastic orthogonal polynomial; transient verification; white noise; Equations; Mathematical model; Monte Carlo methods; Stochastic processes; Transient analysis; White noise; Circuit simulation; Noise analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Design Automation Conference (DAC), 2011 48th ACM/EDAC/IEEE
  • Conference_Location
    New York, NY
  • ISSN
    0738-100x
  • Print_ISBN
    978-1-4503-0636-2
  • Type

    conf

  • Filename
    5981949