The Wold isomorphism for cyclostationary sequences

  • Authors:
  • Harry Hurd;Timo Koski

  • Affiliations:
  • Department of Statistics, University of North Carolina, Chapel Hill, NC;Department of Mathematics, University of Linköping, S-581 83 Linköping, Sweden

  • Venue:
  • Signal Processing
  • Year:
  • 2004

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Abstract

In 1948 Wold introduced an isometric isomorphism between a Hilbert (linear) space formed from the weighted shifts of a numerical sequence and a suitable Hilbert space of values of a second-order stochastic sequence. Motivated by a recent resurrection of the idea in the context of cyclostationary sequences and processes, we present the details of the Wold isomorphism between cyclostationary stochastic sequences and cyclostationary numerical sequences. We show how Hilbert-space representations of cyclostationary sequences are interpreted in the case of numerical CS sequences.