Title :
Self-similar set identification in the time-scale domain
Author :
Heidari, Sam ; Tsihrintzis, George A. ; Nikias, Chrysostomos L. ; Jonckheere, Edmond A.
Author_Institution :
Dept. of Electr. Eng. Syst., Univ. of Southern California, Los Angeles, CA, USA
fDate :
6/1/1996 12:00:00 AM
Abstract :
We study the wavelet transform of deterministic self-similar signals and derive their properties, as well as a new algorithm for identification of the self-similarity parameter. We also include such applications as characterization and analysis of real chaotic signals in the presence of additive noise
Keywords :
chaos; fractals; noise; parameter estimation; signal processing; time-domain analysis; wavelet transforms; additive noise; algorithm; deterministic self-similar signals; real chaotic signals; self-similar set identification; self-similarity parameter; time-scale domain; wavelet transform; Additive noise; Chaos; Discrete wavelet transforms; Fractals; Logistics; Performance analysis; Signal analysis; Signal processing; Speech; Wavelet analysis;
Journal_Title :
Signal Processing, IEEE Transactions on
