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
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