• DocumentCode
    2367185
  • Title

    New methods for determining the number of effective bits of A/D converters based on eigendecomposition

  • Author

    Dallet, D. ; Berthoumieu, Y. ; Moreau, T. ; Marchegay, P.

  • fYear
    1995
  • fDate
    24-26 April 1995
  • Firstpage
    23
  • Abstract
    For calculating the number of effective bits, we measure the rms noise by fitting the ADC´s output signal to a curve. Thus, a nonlinear equation system is obtained and several Newton type iterative algorithms are used to resolve it. We established that a good estimation of the frequency for the first computation of an iterative process is necessary. To remove this problem, we proposed new methods based on the eigendecomposition of the autocorrelation matrix in the input signal. The first, using the MUSIC method gives an accurate prime estimation of the frequency for the model which fits the output data. Then, this value is introduced in a Newton type algorithm for a good estimation of the noise. The second, more attractive, provides a direct accurate estimation of the noise. Condition testing and simulations will be given to validate these new methods
  • Keywords
    Autocorrelation; Curve fitting; Equations; Frequency estimation; Iterative algorithms; Multiple signal classification; Noise measurement; Parameter estimation; Quantization; Signal resolution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation and Measurement Technology Conference, 1995. IMTC/95. Proceedings. Integrating Intelligent Instrumentation and Control., IEEE
  • Conference_Location
    Waltham, MA, USA
  • Print_ISBN
    0-7803-2615-6
  • Type

    conf

  • DOI
    10.1109/IMTC.1995.515096
  • Filename
    515096