• DocumentCode
    3468783
  • Title

    Equivalence of representations for a class of nonstationary processes

  • Author

    Schumacher, J.M.

  • Author_Institution
    CWI, Amsterdam, Netherlands
  • fYear
    1991
  • fDate
    11-13 Dec 1991
  • Firstpage
    3
  • Abstract
    The author considers models for nonstationary stochastic behavior of the type R(σ)w=0, where R(s) is a full low rank polynomial matrix in s and s-1, σ denotes shift, and w belongs to a class of discrete-time stochastic processes called integrated processes. By definition, an integrated process is a process that can be reduced to stationarity by application of a filter that has all its zeros on the unit circle. For instance, the random walk belongs to this class. It is shown that two models of this type are equivalent, in the sense that the set of solutions is the same, if and only if the representing matrices are related by left multiplication by a matrix that is unimodular over the ring of ration functions having no poles on the unit circle
  • Keywords
    matrix algebra; polynomials; stochastic processes; discrete-time stochastic processes; full low rank polynomial matrix; integrated processes; nonstationary processes; nonstationary stochastic; random walk; Computer science; Difference equations; Filters; Mathematics; Polynomials; Probability distribution; Stochastic processes; Stochastic systems; Tellurium;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 1991., Proceedings of the 30th IEEE Conference on
  • Conference_Location
    Brighton
  • Print_ISBN
    0-7803-0450-0
  • Type

    conf

  • DOI
    10.1109/CDC.1991.261238
  • Filename
    261238