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Construction Of Vector-Valued Filters And Vector-Valued Wavelets

Posted on:2013-09-04Degree:MasterType:Thesis
Country:ChinaCandidate:S Y HuangFull Text:PDF
GTID:2230330377959597Subject:Basic mathematics
Abstract/Summary:PDF Full Text Request
Let a=(a1, a2,···, am)∈Cmbe an m-dimensional vector. Then it can beidentified with an m×m circulant matrix. By using the theory of matrix-valuedwavelet analysis (A.T. Walden and A. Serroukh, Wavelet analysis of matrix-valuedtime-series, Proc. R. Soc. Lond. A458(2002),157-179), we discuss the vector-valued multi-resolution analysis. Also, we derive several different designs of finitelength of vector-valued filters. The corresponding scale function and wavelet functionare given. Specially, we deal with the construction of filters on symmetric matrix-valued function space.
Keywords/Search Tags:scale function, wavelet function, finite length filter, multi-resolutionanalysis, eigenvalue
PDF Full Text Request
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