Skip to main content
Log in

Generalization of the Fast Fourier Transform with a Constant Structure

  • GENERAL NUMERICAL METHODS
  • Published:
Computational Mathematics and Mathematical Physics Aims and scope Submit manuscript

Abstract

The widely popular famous fast Cooley–Tukey algorithms for the discrete Fourier transform of mixed radix are presented in two forms: classical and with a constant structure. A matrix representation of these algorithms is proposed in terms of two types of tensor product of matrices: the Kronecker product and the b-product. This matrix representation shows that the structure of these algorithms is identical to two fast Good algorithms for a Kronecker power of a matrix. A technique for constructing matrix-form fast algorithms for the discrete Fourier and Chrestenson transforms with mixed radix and for the discrete Vilenkin transform is demonstrated. It is shown that the constant-structured algorithm is preferable in the case of more sophisticated constructions.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

REFERENCES

  1. J. W. Cooley and J. W. Tukey, “An algorithm for the machine calculation of complex Fourier series,” Math. Comput. 19 (90), 297–301 (1965).

    Article  MathSciNet  MATH  Google Scholar 

  2. L. A. Zalmanzon, Fourier, Walsh, and Haar Transforms and Their Applications in Control, Communication, and Other Areas (Nauka, Moscow, 1989) [in Russian].

  3. M. S. Bespalov, “On the properties of a new tensor product of matrices,” Comput. Math. Math. Phys. 54 (4), 561–574 (2014). https://doi.org/10.1134/S0965542514040046

    Article  MathSciNet  MATH  Google Scholar 

  4. I. J. Good, “The interaction algorithm and practical Fourier analysis,” J. R. Stat. Soc. Ser. B 20, 361–372 (1958).

    MathSciNet  MATH  Google Scholar 

  5. V. N. Malozemov and S. M. Masharskii, Fundamentals of Discrete Harmonic Analysis (Lan’, St. Petersburg, 2012) [in Russian].

  6. M. S. Bespalov, “New Good’s type Kronecker power expansions,” Probl. Inf. Transm. 54, 253–257 (2018). https://doi.org/10.1134/S0032946018030043

    Article  MathSciNet  MATH  Google Scholar 

  7. A. M. Trakhtman and V. A. Trakhtman, Basics of the Theory of Discrete Signals on Finite Intervals (Sovetskoe Radio, Moscow, 1975) [in Russian].

    MATH  Google Scholar 

  8. V. N. Malozemov, S. M. Masharsky, and K. Yu. Tsvetkov, “Frank signal and its generalizations,” Probl. Inf. Transm. 37, 100–107 (2001). https://doi.org/10.1023/A:1010465923979

    Article  MathSciNet  MATH  Google Scholar 

  9. V. N. Malozemov and S. M. Masharsky, “Generalized wavelet bases associated with the discrete Vilenkin–Chrestenson transform,” St. Petersburg Math. J. 13 (1), 75–106 (2001).

    Google Scholar 

  10. S. M. Masharskii, “Fast Vilenkin–Chrestenson transform based on Good’s factorization,” Comput. Math. Math. Phys. 42 (6), 751–757 (2002).

    MathSciNet  Google Scholar 

  11. M. S. Bespalov, “Discrete Chrestenson transform,” Probl. Inf. Transm. 46, 353–375 (2010). https://doi.org/10.1134/S003294601004006X

    Article  MathSciNet  MATH  Google Scholar 

  12. J. Johnson, R. W. Johnson, D. Rodriguez, and R. Tolimieri, “A methodology for designing, modifying and implementing Fourier transform algorithms on various architectures,” Circuits, Syst. Signal Process. 9 (4), 449–500 (1990).

    Article  MathSciNet  MATH  Google Scholar 

  13. V. N. Malozemov and O. V. Prosekov, “Cooley–Tukey factorization of the Fourier matrix,” Selected Topics in Discrete Harmonic Analysis and Geometric Modeling, 2nd ed., Ed. by V. N. Malozemov (VVM, St. Petersburg, 2014), pp. 20–29 [in Russian].

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to M. S. Bespalov.

Ethics declarations

The author declares that he has no conflicts of interest.

Additional information

Translated by I. Ruzanova

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Bespalov, M.S. Generalization of the Fast Fourier Transform with a Constant Structure. Comput. Math. and Math. Phys. 63, 1371–1380 (2023). https://doi.org/10.1134/S0965542523080031

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1134/S0965542523080031

Keywords:

Navigation