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Fractional Fourier Analysis of signals with different types of time-frequency symmetry

Andre Barbé , Tatiana Alieva

The fractional Fourier transform is an extension of the ordinary Fourier transform and depends on a parameter a that can be interpreted as a rotation angle in the time-frequency plane . The Radon-Wigner transform (RWT) of a signal is the squared modulus of its fractional Fourier transform. This RWT is invertible, i.e., the amplitude and phase of the signal can be derived from its RWT for angles a in the region [0, p ].

We have found that the translational, scaling and rotational time-frequency symmetries of deterministic signals, as well as of random signals, result in the mutual similarity of the Radon-Wigner spectra for certain angles which are determined by the type of the symmetry. Several characteristic parameters of certain fractal (scale-invariant) signals, like the Hurst exponent and the scaling factor, as well as the hierarchical structure, can be extracted from the Radon-Wigner map.

Special attention was given to the analysis of the fractional Fourier transform of periodic signals. It was found that the fractional Fourier transform of a periodic signal at some angles is the superposition of some of its scaled, weighted and shifted replicas, with an additional quadratic phase factor. The Radon-Wigner spectra for a certain set of angles are affine.

Another part of the research dealt with eigenfunctions and eigenvalues of the fractional Fourier transform for a given angle: the so-called self-fractional Fourier functions (SFFFs). Signals which are SFFFs exhibit rotational symmetry in the time-frequency plane. It has been shown that any signal can be represented as a linear combination of M SFFFs for angle 2p/M, which are orthogonal to each other. Each of them contains a selection of Hermite-Gauss modes of the generator function of the SFFFs. A procedure for the construction of a SFFF with a given eigenvalue has been proposed. It corresponds to Hermite-Gauss mode filtering of the related generator function, which in the limit case $M\to \infty$ reduces to a single mode selection.


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Next: Modeling and analysis of Up: Nonlinear and Complex Systems, Previous: Cellular automata with coarse-graining
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