时变滤波器组和多小波

Martin Vetterli, G. Strang
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引用次数: 41

摘要

由Geronimo、Hardin和Massopust编写的小波构造使用了多个小波和缩放函数。斯特朗和斯特拉对这一结果给出了一个滤波器组的解释,以及所得到的小波的矩特性的一个条件。本文作者关注的是所得到的迭代滤波器组格式的正则性,即Daubechies(1988)在迭代滤波器上的经典结果的矩阵推广。他们特别展示了:(i)时变滤波器组和多小波之间的关系,(ii)作为迭代时变滤波器组极限的多小波的构造,(iii)迭代矩阵积收敛的必要条件,以及(iv)对作为时变滤波器组迭代的多小波的例子的探索。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Time-varying filter banks and multiwavelets
A wavelet construction by Geronimo, Hardin and Massopust uses more than one wavelet and scaling function. Strang and Strela gave a filter bank interpretation of that result, as well as a condition for moment properties of the resulting wavelets. The present authors are concerned with the regularity of the resulting iterated filter bank scheme, that is, a matrix extension of the classic result by Daubechies (1988) on iterated filters. They show in particular: (i) the relation between time-varying filter banks and multiwavelets, (ii) the construction of multiwavelets as limits of iterated time-varying filter banks, (iii) a necessary condition for the convergence of the iterated matrix product and (iv) an exploration of examples of multiwavelets as iterations of time-varying filter banks.<>
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