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The Tensor Product of Frames

Research output: Contribution to journalArticlepeer-review

Abstract

In this paper we prove that the tensor product of two sequences is a frame (Riesz basis) if and only if each part of this product is a frame (Riesz basis). Using this result, we extend some density and sampling theorems to higher dimensions. To prove the part of our main result concerning Riesz bases, we prove that the tensor product of two bounded operators is invertible only if each part of this product is invertible.

Original languageAmerican English
Pages (from-to)65-76
Number of pages12
JournalSampling Theory in Signal and Image Processing
Volume7
Issue number1
StatePublished - Jan 1 2008
Externally publishedYes

ASJC Scopus Subject Areas

  • Analysis
  • Algebra and Number Theory
  • Radiology Nuclear Medicine and imaging
  • Computational Mathematics

Keywords

  • Frames
  • Hilbert spaces
  • Riesz Bases
  • Tensor Products
  • Riesz bases
  • Tensor products

Disciplines

  • Mathematics

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