• DocumentCode
    915469
  • Title

    Spectral representation of a periodic nonstationary random process

  • Author

    Ogura, Hisanao

  • Volume
    17
  • Issue
    2
  • fYear
    1971
  • fDate
    3/1/1971 12:00:00 AM
  • Firstpage
    143
  • Lastpage
    149
  • Abstract
    This paper deals with the periodic nonstationary process, the mean value and the correlation function of which are invariant under shift by a multiple of a certain period. The spectral representation is derived by making use of Loève´s harmonizability theorem on a second-order nonstationary process. The process is represented as a sum of infinite stationary processes among which covariances exist. Each stationary process has a nonoverlapping frequency band of equal width, the center of which corresponds to a harmonic of the fundamental frequency determined by the period. The correlation function, dependent on two points, is represented in terms of a matrix-valued spectral density that is hermitian and nonnegative definite. The representations in other possible forms are also given. Finally some properties, special processes, and examples produced by a certain stationary random sequence are discussed.
  • Keywords
    Nonstationary stochastic processes; Periodic processes; Spectral analysis; Calculus; Frequency; Information theory; Lattices; Probability; Random processes; Random variables; Reliability theory; Stability; Stochastic processes;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.1971.1054612
  • Filename
    1054612