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Analysis and Probability: Wavelets, Signals, Fractals

Analysis and Probability: Wavelets, Signals, Fractals

Authors
Publisher Springer, Berlin
Year
Pages 280
Version paperback
Language English
ISBN 9781441921260
Categories Probability & statistics
Delivery to United States

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Book description

Combines analysis and tools from probability, harmonic analysis, operator theory, and engineering (signal/image processing)

Interdisciplinary focus with hands-on approach, generous motivation and new pedagogical techniques

Numerous exercises reinforce fundamental concepts and hone computational skills

Separate sections explain engineering terms to mathematicians and operator theory to engineers

Fills a gap in the literature

Analysis and Probability: Wavelets, Signals, Fractals

Table of contents

Introduction: Measures on path space.- Transition probabilities: Random walk.- ?o vs. ?.- A case study: Duality for Cantor sets.- Infinite products.- The minimal eigenfunction.- Generalizations and applications.- Pyramids and operators.- Pairs of representations of the Cuntz algebras , and their application to multiresolutions.

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