• DocumentCode
    943778
  • Title

    A systematic approach to a class of problems in the theory of noise and other random phenomena--I

  • Author

    Darling, D.A. ; Siegert, A.J.F.

  • Volume
    3
  • Issue
    1
  • fYear
    1957
  • fDate
    3/1/1957 12:00:00 AM
  • Firstpage
    32
  • Lastpage
    37
  • Abstract
    The problem of finding the probability of distribution of the functional begin{equation} int_{t_0}^{t} Phi(X(tau), tau) dtau, end{equation} where X(\\tau ) is a (multidimensional) Markoff process and \\Phi (X, \\tau ) is a given function, appears in many forms in the theory of noise and other random phenomena. We have shown that a certain function from which this probability distribution can be obtained is the unique solution of two integral equations. We also developed a perturbation formalism which relates the solutions of the integral equations belonging to two different functions \\Phi (X, \\tau ) . If the transition probability density for X(\\tau ) is the principal solution of two partial differential equations of the Fokker-Planck-Kolmogoroff type, the principal solution of two similar differential equations is the solution of the integral equations. As an example, we calculated the probability distribution of the sample probability density for a stationary Markoff process.
  • Keywords
    Markov processes; Noise; Probability functions; Detectors; Differential equations; Distributed amplifiers; Information theory; Integral equations; Probability distribution; Pulse amplifiers; Random variables; Receivers; Voltage; White noise;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IRE Transactions on
  • Publisher
    ieee
  • ISSN
    0096-1000
  • Type

    jour

  • DOI
    10.1109/TIT.1957.1057392
  • Filename
    1057392