DocumentCode :
424174
Title :
The ascertainment of scale sampling step for numerical realization adopting binary pick sampling of the continuous wavelet transform
Author :
Pu, Yif-El ; Liao, Ke ; Zhou, Ji-Liu ; Pu, Xiao-Xian ; Zeng, Yi
Author_Institution :
Coll. of Electron. & Inf., Sichuan Univ., Chengdu, China
Volume :
4
fYear :
2004
fDate :
26-29 Aug. 2004
Firstpage :
2063
Abstract :
One of the key discrete approaches for the numerical realization of the continuous wavelet transform is to ascertain the scale sampling step, which is the requirement and basic for wavelet analytic engineering achievement and research in theory. This article disserts the basic theory for the numerical realization of the continuous wavelet transform. According to the highest numeric angle frequency of signal is or below Π. In this two cases the article respectively deduces the best results of the scale sampling step of Morlet mother wave and Gauss function´s each phases differential coefficient of even or odd symmetric mother wave in the numerical realization of the continuous wavelet transform when binary pick sampling is adopted. In the end, it discusses the time shift required in getting the results of odd symmetric mother wave in the numerical realization of the continuous wavelet transform. These useful conclusions solve a fundamental issue of wavelet analysis in engineering practice and research in theory.
Keywords :
Gaussian processes; wavelet transforms; Gauss function; Morlet mother wave; binary pick sampling; continuous wavelet transform; numerical realization; scale sampling step; wavelet analytic engineering achievement; Continuous wavelet transforms; Discrete wavelet transforms; Educational institutions; Equations; Frequency; Gabor filters; Sampling methods; Signal analysis; Wavelet analysis; Wavelet transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
Type :
conf
DOI :
10.1109/ICMLC.2004.1382135
Filename :
1382135
Link To Document :
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