1st Edition

Introduction to Wavelet Transforms

By Nirdosh Bhatnagar Copyright 2020
484 Pages 12 B/W Illustrations
by Chapman & Hall

484 Pages 12 B/W Illustrations
by Chapman & Hall

484 Pages 12 B/W Illustrations
by Chapman & Hall

The textbook, Introduction to Wavelet Transforms provides basics of wavelet transforms in a self-contained manner. Applications of wavelet transform theory permeate our daily lives. Therefore it is imperative to have a strong foundation for this subject. Features No prior knowledge of the subject is assumed. Sufficient mathematical background is provided to complete the... Read more

Table of Contents



Preface



List of Symbols



Greek Symbols



Part I. Basics of Wavelet Transforms.



Introduction to Wavelets



Continuous Wavelet Transform



Discrete Wavelet Transform



Daubechies Wavelets 



Some Examples of Wavelets.



Applications



Part II. Intermediate Topics.



Periodic Wavelet Transform



Biorthogonal Wavelet Transform



Coiflets



The Lifting Technique



Wavelet Packets



Lapped Orthogonal Transform.



Part III. Signal Processing.



Discrete Fourier Transform



The z-Transform and Discrete-Time Fourier Transform



Elements of Continuous-Time Signal Processing



Elements of Discrete-Time Signal Processing



Part IV. Mathematical Concepts



Set-Theoretic Concepts and Number Theory



Matrices and Determinants



Applied Analysis



Fourier Theory



Probability Theory and Stochastic Processes



References 



Index

Biography

Nirdosh Bhatnagar works, both in the academia and industry in Silicon Valley, California, USA. He is the author of several papers and reports. Nirdosh earned an MS in operations research, and MS and PhD in electrical engineering, all from Stanford University, Stanford, California.