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Eigenvalues and Eigenvectors of the Fourier Transform

  • Jan 1, 2009
  • Bao Luong
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Abstract

Having reduced the general theory of the FT on finite Abelian groups to the theory of the FT on finite cyclic groups, it suffices to study the FT of functions defined on the cyclic group Zn for an arbitrary value of n, where n > 1. Our next goals are the following: Determine the form of eigenvectors of the FT (Section 7.2). Find the spectral decomposition of the FT on Zn or, equivalently, the decomposition of the space VZn as a direct sum of its invariant subspaces (Section 7.3). Determine the multiplicity of the eigenvalues of the FT (Section 7.5).

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