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Wavelets Made Easy / by Yves Nievergelt

1st ed. 1999.
出版者 (Boston, MA : Birkhäuser Boston : Imprint: Birkhäuser)
出版年 1999
本文言語 英語
大きさ XI, 297 p. 1 illus : online resource
著者標目 *Nievergelt, Yves author
SpringerLink (Online service)
件 名 LCSH:Mathematics
LCSH:Functional analysis
LCSH:Electrical engineering
FREE:Applications of Mathematics
FREE:Functional Analysis
FREE:Electrical and Electronic Engineering
一般注記 A Algorithms for Wavelet Transforms -- 1 Haar’s Simple Wavelets -- 2 Multidimensional Wavelets and Applications -- 3 Algorithms for Daubechies Wavelets -- B Basic Fourier Analysis -- 4 Inner Products and Orthogonal Projections -- 5 Discrete and Fast Fourier Transforms -- 6 Fourier Series for Periodic Functions -- C Computation and Design of Wavelets -- 7 Fourier Transforms on the Line and in Space -- 8 Daubechies Wavelets Design -- 9 Signal Representations with Wavelets -- D Directories -- Acknowledgments -- Collection of Symbols
This book, written at the level of a first course in calculus and linear algebra, offers a lucid and concise explanation of mathematical wavelets. Evolving from ten years of classroom use, its accessible presentation is designed for undergraduates in a variety of disciplines (computer science, engineering, mathematics, mathematical sciences) as well as for practising professionals in these areas. This unique text starts the first chapter with a description of the key features and applications of wavelets, focusing on Haar's wavelets but using only high school mathematics. The next two chapters introduce one-, two-, and three-dimensional wavelets, with only the occasional use of matrix algebra. The second part of this book provides the foundations of least squares approximation, the discrete Fourier transform, and Fourier series. The third part explains the Fourier transform and then demonstrates how to apply basic Fourier analysis to designing and analyzing mathematical wavelets. Particular attention is paid to Daubechies wavelets. Numerous exercises, a bibliography, and a comprehensive index combine to make this book an excellent text for the classroom as well as a valuable resource for self-study
HTTP:URL=https://doi.org/10.1007/978-1-4612-0573-9
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Springer eBooks 9781461205739
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データ種別 電子ブック
分 類 LCC:T57-57.97
DC23:519
書誌ID 4000105031
ISBN 9781461205739

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