离散多小波变换的代数设计

P. Rieder, J. Götze, J. Nossek
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引用次数: 11

摘要

采用代数方法设计不同类型的离散小波变换(正交和双正交单/多小波变换,类多小波变换)。分析了不同变换的计算量、近似性质和对称性。设计正交和双正交单/多小波需要求解一个线性和非线性方程组。只有双正交的情况才允许对称系数。类多小波变换的基矩阵易于计算,正交且最终对称。针对实际应用,给出了对这种类多小波变换的修正。
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Algebraic design of discrete multiwavelet transforms
An algebraic approach to the design of different kinds of discrete wavelet transforms (orthogonal and biorthogonal single-/multiwavelet transforms, multiwavelet-like transforms) is taken. The different transforms are analysed with respect to computational efforts, approximation properties and symmetry. The design of the orthogonal and biorthogonal single-/multiwavelets requires the solution of a system of linear and nonlinear equations. Only the biorthogonal case enables symmetric coefficients. The basis matrix of the multiwavelet-like transform is easy to compute, orthogonal and ultimately symmetric. Modifications of this multiwavelet-like transform are given with respect to practical applications.<>
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