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An Introduction to Wavelets

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by Charles K. Chui
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An Introduction to Wavelets by Charles K. Chui

Wavelet Analysis and its Applications, Volume 1: An Introduction to Wavelets provides an introductory treatise on wavelet analysis with an emphasis on spline-wavelets and time-frequency analysis.
This book is divided into seven chapters. Chapter 1 presents a brief overview of the subject, including classification of wavelets, integral wavelet transform for time-frequency analysis, multi-resolution analysis highlighting the important properties of splines, and wavelet algorithms for decomposition and reconstruction of functions. The preliminary material on Fourier analysis and signal theory is covered in Chapters 2 and 3. Chapter 4 covers the introductory study of cardinal splines, while Chapter 5 describes a general approach to the analysis and construction of scaling functions and wavelets. Spline-wavelets are deliberated in Chapter 6. The last chapter is devoted to an investigation of orthogonal wavelets and wavelet packets.
This volume serves as a textbook for an introductory one-semester course on "wavelet analysis

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Ebook Details
Pages: 278
Size: 23.0 MB
Publisher: Academic Press
Date published:   2016
ISBN: 9781483282862 (DRM-PDF)

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Nonfiction > Science > Physics

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Nonfiction > Mathematics
Nonfiction > Mathematics > Applied
Nonfiction > Mathematics > Mathematical Analysis
Nonfiction > Science > Physics

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