Existence and design of biorthogonal matrix-valued wavelets
Zhai Bo
Abstract
Zhai Bo
Abstract
Biorthogonal matrix-valued wavelets have been employed to analyse matrix-valued signals based on matrix multiresolution analysis.The sufficient condition for existence of a biorthogonal matrix-valued scaling function has been established in terms of the corresponding two-scale matrix symbols.Two designs based on factorization of biorthogonal two-scale matrix symbols are presented.In particular,explicit constructing formulations for biorthogonal matrix-valued wavelets are given.With these formulations,highpass filters of biorthogonal matrix-valued wavelets can be given explicitly by lowpass filters.Examples of two-scale matrix filter banks are given.
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Biorthogonal matrix-valued wavelets have been employed to analyse matrix-valued signals based on matrix multiresolution analysis.The sufficient condition for existence of a biorthogonal matrix-valued scaling function has been established in terms of the corresponding two-scale matrix symbols.Two designs based on factorization of biorthogonal two-scale matrix symbols are presented.In particular,explicit constructing formulations for biorthogonal matrix-valued wavelets are given.With these formulations,highpass filters of biorthogonal matrix-valued wavelets can be given explicitly by lowpass filters.Examples of two-scale matrix filter banks are given.
Key concepts: Biorthogonal system, Mathematics, Matrix (chemical analysis), Wavelet, Biorthogonal wavelet, Pure mathematics, Algebra over a field, Algorithm