M-band multi-wavelets from spline super functions with approximation order

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Abstract

A simple method for constructing M-band multi-wavelets using the super function idea is presented. The method is based on formulating the approximation order requirement in terms of a matrix equation and recognizing the generalized left eigenvectors of the matrix Lf a finite portion of the down sampled convolution matrix L as the coefficients that linearly combine to form the desired M-band spline super function with the desired approximation order. Several 3-band multi-wavelets with approximation orders two and three with multiplicity two and three are constructed.

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Convolution, Eigenvalues and eigenfunctions, Functions, Matrix algebra, Wavelet transforms, Approximation order, Convolution matrix, M-band multi-wavelets, Super function, Signal processing

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Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing

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4

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