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Part of the book series: Signal Processing and Digital Filtering ((SIGNAL PROCESS))

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Abstract

Multiplicative character theory provides a natural setting for developing the complexity results of Auslander, Feig and Winograd [1]. The first reason for this is the simplicity of the formulas describing the action of FT on multiplicative characters. We will now discuss a second important property of multiplicative characters. In a sense defined below, the spaces spanned by certain subsets of multiplicative characters are rational subspaces. As a consequence, we will be able to rationally manipulate the FT matrix F(p m) into block diagonal matrices where each block action corresponds to some polynomial multiplication modulo a rational polynomial of a special kind. This is the main result in the work of Auslander, Feig and Winograd. Details from the point of view of multiplicative character theory can be found in [2].

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References

  1. Auslander, L., Feig, E. and Winograd, S. “The Multiplicative Complexity of the Discrete Fourier Transform”, Adv. in Appl. Math., 5, 1984, pp. 31–55.

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  2. Tolimieri, R. “Multiplicative Characters and the Discrete Fourier Transform”, Adv. in Appl. Math., 7, 1986, pp. 344–380.

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  3. Rader, C. “Discrete Fourier Transforms When the Number of Data Samples is Prime”, Proc. IEEE, 56, 1968, pp. 1107–1108.

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  4. Winograd, S. “Arithmetic Complexity of Computations”, CBMS Regional Conf. Ser. in Math. SIAM, 33, Philadelphia, 1980.

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  5. Tolimieri, R. “The Construction of Orthogonal Basis Diagonalizing the Discrete Fourier Transform”, Adv. in Appl. Math., 5, 1984, pp. 56–86.

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© 1997 Springer Science+Business Media New York

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Tolimieri, R., Lu, C., An, M. (1997). Rationality. In: Algorithms for Discrete Fourier Transform and Convolution. Signal Processing and Digital Filtering. Springer, New York, NY. https://doi.org/10.1007/978-1-4757-2767-8_15

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  • DOI: https://doi.org/10.1007/978-1-4757-2767-8_15

  • Publisher Name: Springer, New York, NY

  • Print ISBN: 978-1-4419-3115-3

  • Online ISBN: 978-1-4757-2767-8

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