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Construction Of A Class Of Multi-wavelets

Posted on:2009-06-05Degree:MasterType:Thesis
Country:ChinaCandidate:Y JiangFull Text:PDF
GTID:2120360245486321Subject:Applied Mathematics
Abstract/Summary:PDF Full Text Request
Construction of wavelet plays an important role in wavelet analysis. Inparticular, multi-wavelets not only have good properties of single wavelet, butalso overcome the defect which single wavelet can't simultaneously possesssymmetry, orthogonality and compact support. Multi-wavelets can simultaneouslyprovide perfect reconstruction, while preserving length, good performanceat the boundaries, and a high order of approximation. Hence, multi-waveletsrecently were widely used.In this paper, wavelet function and multi-wavelets functions are constructedby using some related properties of the theory of wavelet analysis and the theoryof the reproducing kernel. The wavelet function and the multi-wavelets functionshave many good properties. The wavelet function can be used to reconstruct thebounded functions ofL2 (R) and the multi-wavelets functions can be used todecompose the Hilbert space H01 (0,1 ), which gives a new method ofdecomposition of general space. Concretely, two aspects are finished in thisthesis as follows:Firstly, on the base of the reproducing kernel of Sobolev HilbertspaceH1(R;a,b), the reproducing kernel of Sobolev Hilbert space Hn(R;a,b)is derived from computing the convolution of the reproducing kernel.Furthermore, we discuss related properties of the reproducing kernel of SobolevHilbert space Hn(R;a,b)and give a class of wavelet function on the base of thereproducing kernels. The reproducing kernel of Sobolev Hilbert spaceHn(R;a,b)is symmetric and has odd order vanishing moment; the waveletfunction is anti- symmetric and has even order vanishing moment. Finally, we thebounded functions ofL2 (R) is reconstruct by using the class of wavelet.Secondly, two scaling functions are constructed on bases of Beta functions.One function is symmetric, the other is anti-symmetric. The vector generated bythe two scaling functions satisfies refinement equation. So a class of multiwaveletsfunctions can be constructed on the base of the two scaling functions. The multi-wavelets functions are supported on [-1, 1], and one wavelet function is symmetric, the other is anti-symmetric. The supported multi-wavelets functions are then adapted to the interval [0, 1]. Finally, we use the multi-wavelets functions to decompose the Hilbert space H01(0,1)...
Keywords/Search Tags:wavelet, reproducing kernel, multi-wavelets, Beta function
PDF Full Text Request
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