• DocumentCode
    485727
  • Title

    Noise Models in Respiration

  • Author

    Ward, D.S. ; Jensen, J.I. ; Wiberg, D.M. ; Bellville, J.W.

  • Author_Institution
    Department of Anesthesia and Department of System Science, University of California, Los Angeles, CA 90024
  • fYear
    1983
  • fDate
    22-24 June 1983
  • Firstpage
    31
  • Lastpage
    35
  • Abstract
    The physiologically based fluctuations observed in experiments involving the human ventilatory response to inhaled carbon dioxide are incorporated in a number of stochastic models. Least squares is compared with maximum likelihood methods for different noise models. Multiple local maxima observed in the maximum likelihood technique motivate the development of a new method to detect the global maximum. Computation of parameter variances by a modification of the bootstrap method is developed as a check on the Cramer-Rao lower bound presently used.
  • Keywords
    Carbon dioxide; Fluctuations; Humans; Least squares approximation; Least squares methods; Maximum likelihood detection; Maximum likelihood estimation; Parameter estimation; Ventilation; White noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference, 1983
  • Conference_Location
    San Francisco, CA, USA
  • Type

    conf

  • Filename
    4788067
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=485727