Constructions of Vector-Valued Filters and Vector-Valued Wavelets

Let a  =(a1,a2,…,am)∈ℂm be an m-dimensional vector. Then, it can be identified with an m×m circulant matrix. By using the theory of matrix-valued wavelet analysis (Walden and Serroukh, 2002), we discuss the vector-valued multiresolution analysis. Also, we derive several different designs of finite...

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Main Authors: Jianxun He, Shouyou Huang
Format: Article
Language:English
Published: Wiley 2012-01-01
Series:Journal of Applied Mathematics
Online Access:http://dx.doi.org/10.1155/2012/130939
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author Jianxun He
Shouyou Huang
author_facet Jianxun He
Shouyou Huang
author_sort Jianxun He
collection DOAJ
description Let a  =(a1,a2,…,am)∈ℂm be an m-dimensional vector. Then, it can be identified with an m×m circulant matrix. By using the theory of matrix-valued wavelet analysis (Walden and Serroukh, 2002), we discuss the vector-valued multiresolution analysis. Also, we derive several different designs of finite length of vector-valued filters. The corresponding scaling functions and wavelet functions are given. Specially, we deal with the construction of filters on symmetric matrix-valued functions space.
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institution Kabale University
issn 1110-757X
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publishDate 2012-01-01
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spelling doaj-art-79a7637eb38b470c87be249df266a0a12025-08-20T03:35:47ZengWileyJournal of Applied Mathematics1110-757X1687-00422012-01-01201210.1155/2012/130939130939Constructions of Vector-Valued Filters and Vector-Valued WaveletsJianxun He0Shouyou Huang1School of Mathematics and Information Sciences, Guangzhou University, Guangzhou 510006, ChinaSchool of Mathematics and Information Sciences, Guangzhou University, Guangzhou 510006, ChinaLet a  =(a1,a2,…,am)∈ℂm be an m-dimensional vector. Then, it can be identified with an m×m circulant matrix. By using the theory of matrix-valued wavelet analysis (Walden and Serroukh, 2002), we discuss the vector-valued multiresolution analysis. Also, we derive several different designs of finite length of vector-valued filters. The corresponding scaling functions and wavelet functions are given. Specially, we deal with the construction of filters on symmetric matrix-valued functions space.http://dx.doi.org/10.1155/2012/130939
spellingShingle Jianxun He
Shouyou Huang
Constructions of Vector-Valued Filters and Vector-Valued Wavelets
Journal of Applied Mathematics
title Constructions of Vector-Valued Filters and Vector-Valued Wavelets
title_full Constructions of Vector-Valued Filters and Vector-Valued Wavelets
title_fullStr Constructions of Vector-Valued Filters and Vector-Valued Wavelets
title_full_unstemmed Constructions of Vector-Valued Filters and Vector-Valued Wavelets
title_short Constructions of Vector-Valued Filters and Vector-Valued Wavelets
title_sort constructions of vector valued filters and vector valued wavelets
url http://dx.doi.org/10.1155/2012/130939
work_keys_str_mv AT jianxunhe constructionsofvectorvaluedfiltersandvectorvaluedwavelets
AT shouyouhuang constructionsofvectorvaluedfiltersandvectorvaluedwavelets