Discrete Fourier transform tensors and their eigenvalues

Research output: Contribution to journalArticlepeer-review

Abstract

We study the eigenvalue problem for the discrete Fourier transform (DFT) and the recently introduced collapsed DFT (CDFT). For the CDFT we in certain cases compute its symmetric rank, show it is not orthogonally decomposable, and compute its eigenvalues and eigenvectors. We generalize the theory of eigenvalues and eigenvectors for symmetric tensors to tensor products of symmetric tensors and apply this to the DFT.

Original languageEnglish (US)
Pages (from-to)2934-2947
Number of pages14
JournalLinear and Multilinear Algebra
Volume70
Issue number15
DOIs
StatePublished - 2022

Keywords

  • 15A69
  • 42A38
  • 47A75
  • Tensors
  • discrete Fourier transforms
  • tensor eigenvalues

ASJC Scopus subject areas

  • Algebra and Number Theory

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