The paper presents a novel orthonormal class of eigenvectors of the discrete Fourier transform (DFT) whose order N is factored as N=rM^2. The DFT eigenvectors have the form e=Eα, where α are eigenvectors of some ℓ ×ℓ matrices, given by, or related to, the DFT matrix of order r, with ℓ = r, 2r, or 4r, and the matrix E expands α to the full DFT size N=rM^2. In particular, when N is an arbitrarily large power of 2, r may be 1 or 2. The resulting eigenvectors are expressed exactly with simple exponential expressions, have a considerable number of elements constrained to 0, and show a high degree of symmetry. The derivation of such a class is based on a partition of the N-dimensional linear space into subspaces of very small dimension (r, 2r or 4r).
An orthonormal class of exact and simple DFT eigenvectors with a high degree of symmetry
ERSEGHE, TOMASO;CARIOLARO, GIANFRANCO
2003
Abstract
The paper presents a novel orthonormal class of eigenvectors of the discrete Fourier transform (DFT) whose order N is factored as N=rM^2. The DFT eigenvectors have the form e=Eα, where α are eigenvectors of some ℓ ×ℓ matrices, given by, or related to, the DFT matrix of order r, with ℓ = r, 2r, or 4r, and the matrix E expands α to the full DFT size N=rM^2. In particular, when N is an arbitrarily large power of 2, r may be 1 or 2. The resulting eigenvectors are expressed exactly with simple exponential expressions, have a considerable number of elements constrained to 0, and show a high degree of symmetry. The derivation of such a class is based on a partition of the N-dimensional linear space into subspaces of very small dimension (r, 2r or 4r).
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