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Construction of Multiwavelets on an Interval

机译:区间上的多小波构造

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摘要

Boundary functions for wavelets on a finite interval are often constructed as linear combinations of boundary-crossing scaling functions. An alternative approach is based on linear algebra techniques for truncating the infinite matrix of the Discrete Wavelet Transform to a finite one. In this article we show how an algorithm of Madych for scalar wavelets can be generalized to multiwavelets, given an extra assumption. We then develop a new algorithm that does not require this additional condition. Finally, we apply results from a previous paper to resolve the non-uniqueness of the algorithm by imposing regularity conditions (including approximation orders) on the boundary functions.
机译:有限间隔上的小波边界函数通常被构造为跨边界缩放函数的线性组合。一种替代方法是基于线性代数技术,用于将离散小波变换的无限矩阵截断为有限矩阵。在本文中,我们将说明在给出额外假设的情况下,如何将Madych的标量小波算法推广到多小波。然后,我们开发了不需要这种附加条件的新算法。最后,我们将前一篇论文的结果应用于通过将规则性条件(包括逼近阶数)强加于边界函数来解决算法的非唯一性。

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