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Construction and characterizations of orthogonal vector-valued multivariate wavelet packets

机译:正交向量值多元小波包的构造与表征

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摘要

In this paper, the notion of orthogonal vector-valued wavelet packets of the space L2(Rs,Cd) is introduced. A method for constructing the orthogonal vector-valued wavelet packets is presented. Their properties are investigated by virtue of time–frequency analysis method, matrix theory and finite group theory, and three orthogonality formulas with respect to the wavelet packets are established. Orthogonal decomposition relation formulas of L2(Rs,Cd) are obtained by constructing a series of subspaces of vector-valued wavelet packets. In particular, it is shown how to construct various orthonormal bases of L2(Rs,Cd) from these wavelet packets.
机译:本文介绍了空间为L2(Rs,Cd)的正交向量值小波包的概念。提出了一种构造正交矢量值小波包的方法。利用时频分析方法,矩阵理论和有限群理论研究了它们的性质,并建立了关于小波包的三个正交性公式。通过构造矢量值小波包的一系列子空间,获得L2(Rs,Cd)的正交分解关系公式。特别地,示出了如何从这些小波包构造L2(Rs,Cd)的各种正交基。

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