• DocumentCode
    944119
  • Title

    The distribution of the number of crossings of a Gaussian stochastic process

  • Author

    Helstrom, Carl W.

  • Volume
    3
  • Issue
    4
  • fYear
    1957
  • fDate
    12/1/1957 12:00:00 AM
  • Firstpage
    232
  • Lastpage
    237
  • Abstract
    It is shown how filtered Gaussian noise having a power spectrum which is a rational function of the square of the frequency can be represented as one component of a multidimensional Markov process. Methods are studied for obtaining the distribution of the number of times such a noise process crosses a given amplitude level in a fixed time interval. The generating function of this distribution is the solution of a Fokker-Planck type differential equation with appropriate boundary conditions. Integral equations are found for the generating function from which all the moments of the distribution can be calculated by iteration.
  • Keywords
    Gaussian processes; Level-crossing problems; Markov processes; Boundary conditions; Differential equations; Frequency; Frequency measurement; Gaussian noise; Integral equations; Markov processes; Noise level; Nonlinear filters; Random variables; Signal processing; Stochastic processes;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IRE Transactions on
  • Publisher
    ieee
  • ISSN
    0096-1000
  • Type

    jour

  • DOI
    10.1109/TIT.1957.1057424
  • Filename
    1057424