Details

Generalized Multiresolution Analyses


Generalized Multiresolution Analyses


Applied and Numerical Harmonic Analysis

von: Kathy D. Merrill

44,02 €

Verlag: Birkhäuser
Format: PDF
Veröffentl.: 11.10.2018
ISBN/EAN: 9783319991757
Sprache: englisch

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Beschreibungen

This monograph presents the first unified exposition of generalized multiresolution analyses. Expanding on the author’s pioneering work in the field, these lecture notes provide the tools and framework for using GMRAs to extend results from classical wavelet analysis to a more general setting. Beginning with the basic properties of GMRAs, the book goes on to explore the multiplicity and dimension functions of GMRA, wavelet sets, and generalized filters. The author’s constructions of wavelet sets feature prominently, with figures to illustrate their remarkably simple geometric form. The last three chapters exhibit extensions of wavelet theory and GMRAs to other settings. These include fractal spaces, wavelets with composite dilations, and abstract constructions of GMRAs beyond the usual setting of L2(?n).This account of recent developments in wavelet theory will appeal to researchers and graduate students with an interest in multiscale analysis from a pure or applied perspective. Familiarity with harmonic analysis and operator theory will be helpful to the reader, though the only prerequisite is graduate level experience with real and functional analysis.
Introduction.- The Invariance of the Core Subspace.- The Multiplicity Function.- Wavelet Sets.- Generalized Filters.- Fractal Spaces.- Composite Dilations and Crystallographic Groups.- Abstract Constructions of GMRAs.
This monograph presents the first unified exposition of generalized multiresolution analyses. Expanding on the author’s pioneering work in the field, these lecture notes provide the tools and framework for using GMRAs to extend results from classical wavelet analysis to a more general setting. Beginning with the basic properties of GMRAs, the book goes on to explore the multiplicity and dimension functions of GMRA, wavelet sets, and generalized filters. The author’s constructions of wavelet sets feature prominently, with figures to illustrate their remarkably simple geometric form. The last three chapters exhibit extensions of wavelet theory and GMRAs to other settings. These include fractal spaces, wavelets with composite dilations, and abstract constructions of GMRAs beyond the usual setting of L2(?n).This account of recent developments in wavelet theory will appeal to researchers and graduate students with an interest in multiscale analysis from a pure or applied perspective. Familiarity with harmonic analysis and operator theory will be helpful to the reader, though the only prerequisite is graduate level experience with real and functional analysis.
Offers the first unified treatment of generalized multiresolution analyses and wavelet theoryIllustrates the author’s pioneering constructions of wavelet setsFacilitates an abstract understanding of wavelet sets and frames by using the GMRA formulationGeneralizes classical wavelet techniques in L^2(R) and beyond to abstract spaces

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