Title :
Macroscopic 1/f behavior of fractal signals generated by additive substitution
Author :
Alieva, Tatiana ; Barbé, André
Author_Institution :
Dept. of Electr. Eng., Katholieke Univ., Leuven, Belgium
fDate :
9/1/2000 12:00:00 AM
Abstract :
We analyze the structure of the discrete Fourier transform of a particular class of self-similar discrete signals which are iteratively generated by an additive substitution procedure, starting from a finite generator sequence. The amplitude spectra of such signals obtained from different generators have a similar form. The amplitude spectrum contains several affine branches, the number of which depends on the iteration level, on the size of the generator, and on the spectrum´s symmetry. It has a macroscopic 1/f-characteristic
Keywords :
1/f noise; discrete Fourier transforms; fractals; iterative methods; signal processing; spectral analysis; DFT; additive substitution procedure; affine branches; amplitude spectrum; discrete Fourier transform; finite generator sequence; fractal signals; iteration level; macroscopic 1/f behavior; self-similar discrete signals; Additives; Communication channels; Discrete Fourier transforms; Fractals; Materials science and technology; Multiple signal classification; Signal analysis; Signal generators; Signal processing; Sociology;
Journal_Title :
Information Theory, IEEE Transactions on