U-invariant sampling and reconstruction in atomic spaces with multiple generators

Volker Pohl, Holger Boche

Research output: Contribution to journalArticlepeer-review

22 Scopus citations

Abstract

Given a U-invariant sampling scheme on a Hilbert space H. This paper characterizes atomic subspaces A of H such that every signal χ ∈ A can be reconstructed from its generalized samples acquired with the U-invariant sampling scheme. If signal recovery is possible a linear filter is derived which reconstructs the signal from the samples. Moreover, the paper gives necessary and sufficient conditions on a sequence of sampling functions such that it forms a pseudoframe or pseudo-Riesz basis for a given atomic subspace A.

Original languageEnglish
Article number6179348
Pages (from-to)3506-3519
Number of pages14
JournalIEEE Transactions on Signal Processing
Volume60
Issue number7
DOIs
StatePublished - Jul 2012

Keywords

  • Atomic spaces
  • pseudoframes
  • sampling
  • stationary sequences

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