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Wavelet Transform, The [Kõva köide]

(Banaras Hindu Univ, India)
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This book contains many important new results on the theory of wavelet transform, such as its relations with Hilbert transform and other fractional integral operators, convolution for wavelet transform. Wavelet transforms on certain distribution spaces, on spaces of type S and type W, and on generalized Sobolev space have been studied. Asymptotic expansions of the wavelet transform when translation or dilation parameter is large/small have been obtained. So far, these results are not published in book form. The results — well-illustrated by means of specific examples and relevant figures — will find applications in approximation theory, signal processing and in the study of partial differential equations. An overview of the various topics covered in the book facilitates easy reference. Research workers, interested in these topics, will find many open problems being treated in this book.
Preface vii
An Overview
1(20)
Introduction
1(1)
Introduction to distribution theory
1(4)
The Fourier transform
5(1)
The Fourier transformation in Il (Rn)
6(2)
Operation-transform formulae
7(1)
The Hilbert transform
8(1)
Wavelets
9(3)
The continuous wavelet transform
12(4)
Relationship with Fourier transform
14(1)
Parseval relation for the wavelet transform
14(1)
Reconstruction formula
15(1)
The discrete wavelet transform
15(1)
Asymptotic expansion
16(5)
The Mellin transform technique
18(1)
The distributional approach
19(2)
The Wavelet Transform on LP
21(28)
Introduction
21(5)
Approximation properties
26(3)
Wavelet transform, Hilbert transform and Fractional integrals
29(8)
Inversion formulae
32(2)
Approximation
34(1)
Invariance under rational transformations of translation parameter
35(2)
Wavelet transform on weighted Lp- spaces
37(2)
Boundedness of the wavelet transform on Lp with different weights
39(2)
Wavelet transform and operators H(v), H(v)α,μ and I(v)α,μ
41(3)
The Wavelet transform on Flp
44(3)
The wavelet transform on Lp (Rn)
47(2)
Composition of Wavelet Transforms
49(18)
Introduction
49(1)
The wavelet transform of tempered distributions
50(2)
Composition of wavelet transforms
52(4)
Weighted Sobolev Spaces
56(1)
Wavelet transforms on weighted Sobolev spaces
57(2)
Abelian theorems for wavelet transform of functions
59(2)
Abelian theorems for wavelet transform of distributions
61(4)
An Application
65(2)
The Wavelet Transform on Spaces of Type S
67(16)
Introduction
67(2)
Wavelet Transform on Spaces of Type S
69(5)
The Wavelet Transform of Generalized Functions
74(1)
The Wavelet Transform of Tempered Ultradistributions
75(3)
Wavelet Transform of Gevrey Functions of Compact Support
78(2)
Band Limited Wavelets
80(3)
The Wavelet Transform on Spaces of Type W
83(10)
Introduction
83(1)
The spaces WM, α, WΩ, β and WΩ, β M, α
83(3)
The wavelet transformation on W-spaces
86(5)
Examples
91(2)
The Wavelet Transform on a Generalized Sobolev Space
93(16)
Introduction
93(1)
The generalized Sobolev space Bωp, k
94(2)
Examples
95(1)
The wavelet transform on generalized Sobolev space Bωp, k
96(4)
Adjoint of Lψ
97(2)
Bωp, k-approximation of wavelet transforms
99(1)
Asymptotic behaviour for small dilation parameters
100(3)
Local convergence
103(3)
Example
106(3)
A Class of Convolutions: Convolution for the Wavelet Transform
109(20)
Introduction
109(1)
The generalized translation and convolution
109(3)
Special cases
112(6)
Convolution for the wavelet transform
118(2)
Convolution for the discrete wavelet transform
120(2)
Existence theorems
122(5)
An Approximation Theorem
127(2)
The Wavelet Convolution Product
129(8)
Introduction
129(1)
The Wavelet Convolution Product
130(2)
Existence Theorems
132(3)
Wavelet Convolution in a Generalized Sobolev Space
135(1)
Approximations in LP and Bp, k Spaces
135(2)
Asymptotic Expansions of the Wavelet Transform when b is Large
137(18)
Introduction
137(5)
Asymptotic Expansions of the Generalized Stieltjes Transform
142(1)
Asymptotic expansions for T2 and T3
143(2)
Asymptotic Expansions of f Syg and W (x, y)
145(5)
Asymptotic Expansion of Mexican Hat Wavelet Transform
150(5)
Asymptotic Expansions of the Wavelet Transform for Large and Small Values of α
155(16)
Introduction
155(1)
Asymptotic expansion for large a
156(2)
Asymptotic expansion of Morlet wavelet transform
158(3)
Asymptotic Expansion of Mexican Hat Wavelet Transform
161(1)
Asymptotic expansion of Haar wavelet transform
162(2)
Asymptotic expansion for small a
164(4)
Asymptotic expansion for small a continued
168(3)
The case λA = 1
169(2)
Bibliography 171(4)
Subject Index 175