Generalized Multiresolution Analyses. 1st ed. 2018

種類:

電子ブック

責任表示:

by Kathy D. Merrill

出版情報:

Cham : Springer International Publishing : Imprint: Birkhäuser, 2018

著者名:

• Merrill, Kathy D.
• SpringerLink (Online service)

シリーズ名:

Lecture Notes in Applied and Numerical Harmonic Analysis ;

ISBN:

9783319991757 [3319991752]    

注記:

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(ℝn). 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 ana

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