• DocumentCode
    911480
  • Title

    Series expansion of wide-sense stationary random processes

  • Author

    Masry, Elias ; Liu, Bede ; Steiglitz, Kenneth

  • Volume
    14
  • Issue
    6
  • fYear
    1968
  • fDate
    11/1/1968 12:00:00 AM
  • Firstpage
    792
  • Lastpage
    796
  • Abstract
    This paper presents a general approach to the derivation of series expansions of second-order wide-sense stationary mean-square continuous random process valid over an infinite-time interval. The coefficients of the expansion are orthogonal and convergence is in the mean-square sense. The method of derivation is based on the integral representation of such processes. It covers both the periodic and the aperiodic cases. A constructive procedure is presented to obtain an explicit expansion for a given spectral distribution.
  • Keywords
    Orthogonal expansions; Stochastic processes; Autocorrelation; Convergence; Eigenvalues and eigenfunctions; Helium; Hilbert space; Integral equations; Kernel; Optical wavelength conversion; Random processes; Sampling methods;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.1968.1054230
  • Filename
    1054230