Introduction to Wavelet Transforms

Introduction to Wavelet Transforms provides the 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....

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Hlavný autor: Bhatnagar, Nirdosh
Médium: E-kniha Kniha
Jazyk:English
Vydavateľské údaje: Boca Raton CRC Press 2020
CRC Press LLC
Chapman & Hall
Vydanie:1
Predmet:
Computer Engineering
COMPUTERSCIENCEnetBASE
Digital Signal Processing
ElectricalEngineeringnetBASE
ENGnetBASE
Image Processing
INFORMATIONSCIENCEnetBASE
Machine Learning
Number theory
Physical metallurgy
SCI-TECHnetBASE
Signal processing > Mathematics
STMnetBASE
Transformations (Mathematics)
Wavelets (Mathematics)
Mexican Hat Wavelet
Cumulative Distribution Function
Scaling Function
Band Stop Filter
Daubechies Wavelets
Haar Wavelet
Wavelet Packet
Laurent Polynomials
Short Time Fourier Transform
Discrete Fourier Transform
Morlet Wavelet
Discrete Wavelet Transform
Mother Wavelet
Continuous Wavelet Transform
Discrete Time Fourier Transform
Chinese Remainder Theorem
Euclidean Algorithm
Greatest Common Divisor
Cost Functional
Wavelet Transform
Discrete Time Signal Processing
Wavelet Packet Transformation
Wavelet Function
Wavelet Neural Networks
Mother Wavelet Function
ISBN:9780367438791, 0367438798, 9781032174839, 1032174838
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Popis
Shrnutí:Introduction to Wavelet Transforms provides the 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 discussion of different topics. Different topics have been properly segmented for easy learning. This makes the textbook pedagogical and unique. Notation is generally introduced in the definitions. Relatively easy consequences of the definitions are listed as observations, and important results are stated as theorems. Examples are provided for clarity and to enhance readers' understanding of the subject. Each chapter also has a problem section. A majority of the problems are provided with sufficient hints. The textbook can be used either in an upper-level undergraduate or first-year graduate class in electrical engineering, computer science, or applied mathematics. It can also be used by professionals and researchers in the field who would like a quick review of the basics of the subject.
Bibliografia:A Chapman & Hall book.
Includes bibliographical references and index
ISBN:9780367438791
0367438798
9781032174839
1032174838
DOI:10.1201/9781003006626