On a certain class of nonstationary sequences in Hilbert space (Q1415065)
From MaRDI portal
| This is the item page for this Wikibase entity, intended for internal use and editing purposes. Please use this page instead for the normal view: On a certain class of nonstationary sequences in Hilbert space |
scientific article; zbMATH DE number 2012523
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | On a certain class of nonstationary sequences in Hilbert space |
scientific article; zbMATH DE number 2012523 |
Statements
On a certain class of nonstationary sequences in Hilbert space (English)
0 references
3 December 2003
0 references
In the present paper, the functions of correlation \(K(n,m):=\langle X(n),X(m)\rangle\), where \(n,m\in \mathbb{Z},\) is studied in Hilbert space \(H\) for certain sequences \(X(n).\) \textit{A. N. Kolmogorov} [Bull. Mosk. Gos. Univ. Mat. 2, 1-40 (1941; Zbl 0063.03291)] showed that if \(X(n)\) is stationary (\(K(n,m)=K(n-m)\)) and \(n\in \mathbb{Z},\) then \(X(n)=U^nx_0\), \(x_0=X(0),\) where \(U\) is a unitary operator acting in the space \(H_X\) which is defined as the closed linear envelope of \(X=\{X(n)\mid n\in \mathbb{Z}\}.\) In this case, \(K(n,m)=\int_{-\pi}^{+\pi}e^{i(n-m)\lambda}dF_X(\lambda),\) where \(F_X\) is spectral function of \(X(n).\) In this paper, nonstationary sequences of the form \(X(n)=T^nx_0\), \(x_0\in H,\) are studied, where \(T\) is a linear contraction (\(||T||\leq 1\)) in \(H.\) The general form of \(K(n,m)\) and the asymptotic behaviour \(\lim_{p\to+\infty}K(n+p,m+p)\) are given in the paper using the spectral methods of nonunitary operators.
0 references
Hilbert space
0 references
nonstationary sequences
0 references
correlation functions
0 references
contraction
0 references
nonunitary operators
0 references
spectral methods
0 references
asymptotics
0 references