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Fundamentals of Wavelets: Theory, Algorithms, and Applications / Edition 1
     

Fundamentals of Wavelets: Theory, Algorithms, and Applications / Edition 1

by Jaideva C. Goswami, Andrew K. Chan
 

ISBN-10: 0471197483

ISBN-13: 9780471197485

Pub. Date: 02/16/1999

Publisher: Wiley

Wavelet theory originated from research activities in many areas of science and engineering. As a result, it finds applications in a wide range of practical problems. Wavelet techniques are specifically suited for nonstationary signals for which classic Fourier methods are ineffective.

Based on courses taught by the authors at Texas A&M University as well as

Overview

Wavelet theory originated from research activities in many areas of science and engineering. As a result, it finds applications in a wide range of practical problems. Wavelet techniques are specifically suited for nonstationary signals for which classic Fourier methods are ineffective.

Based on courses taught by the authors at Texas A&M University as well as related conferences, Fundamentals of Wavelets is a textbook offering an up-to-date engineering approach to wavelet theory. It balances a discussion of wavelet theory and algorithms with its far-ranging practical applications in signal processing, image processing, electromagnetic wave scattering, and boundary value problems.

In a clear, progressive format, the book describes:
* Basic concepts of linear algebra, Fourier analysis, and discrete signal analysis
* Theoretical aspects of time-frequency analysis and multiresolution analysis
* Construction of various wavelets
* Algorithms for computing wavelet transformations.

Concluding chapters present interesting applications of wavelets to signal processing and boundary value problems. Fundamentals of Wavelets is an essential introduction to wavelet theory for students and professionals alike in a practical, real-world engineering context.

Product Details

ISBN-13:
9780471197485
Publisher:
Wiley
Publication date:
02/16/1999
Series:
Wiley Series in Microwave and Optical Engineering Series , #62
Edition description:
New Edition
Pages:
324
Product dimensions:
0.81(w) x 6.14(h) x 9.21(d)

Table of Contents

What This Book Is About?

Mathematical Preliminaries.

Fourier Analysis.

Time-Frequency Analysis.

Multiresolution Analysis.

Construction of Wavelets.

Discrete Wavelet Transform and Filter Bank Algorithms.

Fast Integral Transform and Applications.

Digital Signal Processing Applications.

Wavelets in Boundary Value Problems.

Index.

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