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Lecture Notes on Wavelet Transforms

  • Lokenath Debnath
  • Firdous A. Shah

Part of the Compact Textbooks in Mathematics book series (CTM)

Table of contents

  1. Front Matter
    Pages i-xii
  2. Lokenath Debnath, Firdous A. Shah
    Pages 1-54
  3. Lokenath Debnath, Firdous A. Shah
    Pages 55-91
  4. Lokenath Debnath, Firdous A. Shah
    Pages 93-122
  5. Lokenath Debnath, Firdous A. Shah
    Pages 123-153
  6. Lokenath Debnath, Firdous A. Shah
    Pages 155-209
  7. Back Matter
    Pages 211-219

About this book

Introduction

This book provides a systematic exposition of the basic ideas and results of wavelet analysis suitable for mathematicians, scientists, and engineers alike. The primary goal of this text is to show how different types of wavelets can be constructed, illustrate why they are such powerful tools in mathematical analysis, and demonstrate their use in applications. It also develops the required analytical knowledge and skills on the part of the reader, rather than focus on the importance of more abstract formulation with full mathematical rigor. 

These notes differs from many textbooks with similar titles in that a major emphasis is placed on the thorough development of the underlying theory before introducing applications and modern topics such as fractional Fourier transforms, windowed canonical transforms, fractional wavelet transforms, fast wavelet transforms, spline wavelets, Daubechies wavelets, harmonic wavelets and non-uniform wavelets.

The selection, arrangement, and presentation of the material in these lecture notes have carefully been made based on the authors’ teaching, research and professional experience. Drafts of these lecture notes have been used successfully by the authors in their own courses on wavelet transforms and their applications at the University of Texas Pan-American and the University of Kashmir in India. 

Keywords

wavelet transforms time-frequency analysis multiresolution analysis fourier analysis wavelets Fast wavelet transform

Authors and affiliations

  • Lokenath Debnath
    • 1
  • Firdous A. Shah
    • 2
  1. 1.School of Mathematical and Statistical SciencesUniversity of Texas – Rio Grande ValleyEdinburgUSA
  2. 2.Department of MathematicsUniversity of KashmirAnantnagIndia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-59433-0
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Birkhäuser, Cham
  • eBook Packages Mathematics and Statistics
  • Print ISBN 978-3-319-59432-3
  • Online ISBN 978-3-319-59433-0
  • Series Print ISSN 2296-4568
  • Series Online ISSN 2296-455X
  • Buy this book on publisher's site