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Average densities of frequency bands of wavelets
Authors:Zhihua Zhang
Institution:1. College of Global Change and Earth System Science, Beijing Normal University, Beijing, 100875, China
Abstract:A function is called a wavelet if its integral translations and dyadic dilations form an orthonormal basis for L 2(?). The support of the Fourier transform of a wavelet is called its frequency band. In this paper, we study the relation between diameters and measures of frequency bands of wavelets, precisely say, we study the ratio of the measure to the diameter. This reflects the average density of the frequency band of a wavelet. In particular, for multiresolution analysis (MRA) wavelets, we do further research. First, we discuss the relation between diameters and measures of frequency bands of scaling functions. Next, we discuss the relation between frequency bands of wavelets and the corresponding scaling functions. Finally, we give the precise estimate of the measure of frequency bands of wavelets. At the same time, we find that when the diameters of frequency bands tend to infinity, the average densities tend to zero.
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