Representation of real discrete Fourier transform in terms of a new set of functions based upon Möbius inversion

The trigonometric functions sin(2πn/N) and cos(2πn/N) are transformed into a new set of basis functions using Möbius inversion of certain types of series. The new basis functions are number theoretic series. They are used to represent the real discrete Fourier transform (RDFT) in terms of 2 matrices of factorization. The first matrix, with elements 1, -1 and 0 is obtained by replacing cos(2πk/N) and sin(2πk/N) by μ(k/N + 1/4) and μ(k/N), where μ(x) is the bipolar rectangular wave function. The second matrix is block-diagonal where each block is a circular correlation and consists of the new basis functions. Some applications of the new representation are discussed.

[1]  By J. N. Lyness The calculation of Fourier coefficients by the Möbius inversion of the Poisson summation formula. I. Functions whose early derivatives are continuous , 1970 .

[2]  O. Ersoy Hybrid Optical Implementation Of A Real Formalism Of Discrete Fourier Transform In Terms Of Circular Correlations , 1983, Optics & Photonics.

[3]  O. E. Stanaitis An Introduction to Sequences, Series, and Improper Integrals , 1967 .

[4]  Yoshiaki Tadokoro,et al.  Another discrete Fourier transform computation with small multiplications via the Walsh transform , 1981, ICASSP.

[5]  J. Tukey,et al.  An algorithm for the machine calculation of complex Fourier series , 1965 .

[6]  T. Parks,et al.  A prime factor FFT algorithm using high-speed convolution , 1977 .

[7]  Okan K. Ersoy On relating discrete Fourier, sine, and symmetric cosine transforms , 1985, IEEE Trans. Acoust. Speech Signal Process..

[8]  Nasir Ahmed,et al.  On a Real-Time Walsh-Hadamard/Cosine Transform Image Processor , 1978, IEEE Transactions on Electromagnetic Compatibility.

[9]  A. F. Möbius,et al.  Über eine besondere Art von Umkehrung der Reihen. , 1832 .

[10]  O . Ersoy A Real Formalism Of Discrete Fourier Transform In Terms Of Skew-Circular Correlations And Its Computation By Fast Correlation Techniques , 1983, Optics & Photonics.

[11]  G. Carter Receiver operating characteristics for a linearly thresholded coherence estimation detector , 1977 .

[12]  Okan K. Ersoy,et al.  Real discrete Fourier transform , 1985, IEEE Trans. Acoust. Speech Signal Process..

[13]  Irene A. Stegun,et al.  Handbook of Mathematical Functions. , 1966 .

[14]  S. Winograd On computing the Discrete Fourier Transform. , 1976, Proceedings of the National Academy of Sciences of the United States of America.