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First Course in Fourier Analysis, A,9780135787823
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First Course in Fourier Analysis, A


Edition: 1st
Author(s): Kammler, David W.
ISBN10:  0135787823
ISBN13:  9780135787823
Format:  Hardcover
Pub. Date:  1/1/2000
Publisher(s): Prentice Hall


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SummaryTable of Contents
This unique book provides a meaningful resource for applied mathematics through Fourier analysis. It develops a unified theory of discrete and continuous (univariate) Fourier analysis, the fast Fourier transform, and a powerful elementary theory of generalized functions and shows how these mathematical ideas can be used to study sampling theory, PDE's, probability, diffraction, musical tones, and wavelets. Providing unified development of (univariate) Fourier analysis for functions on R, T, Z, and P, the book also includes an unusually complete presentation of the Fourier transform calculus. It uses concepts from calculus to present an elementary theory of generalized functions. It also uses the FT calculus and generalized functions to study the (univariate) wave equation, diffusion equation, and diffraction equation. In addition, fine points of the theory are developed. The book also demonstrates real-world applications of Fourier analysis in the chapter on musical tones. A valuable reference on Fourier analysis for a variety of scientific professionals, including Mathematicians, Physicists, Chemists, Geologists, Electrical Engineers, Mechanical Engineers, and others.
Preface ix
The Mathematical Core
Fourier's Representation for Function on R, Tp, Z, and PN
1(88)
Synthesis and Analysis Equations
1(11)
Examples of Fourier's Representation
12(11)
The Parseval Identities and Related Results
23(8)
The Fourier-Poisson Cube
31(6)
The Validity of Fourier's Representation
37(52)
References
59(2)
Exercise Set 1
61(28)
Convolution of Functions on R, Tp, Z, and PN
89(40)
Formal Definitions of f * g and f * g
89(2)
Computation of f * g
91(11)
Mathematical Properties of the Convolution Product
102(5)
Examples of Convolution and Correlation
107(22)
References
115(1)
Exercise Set 2
116(13)
The Calculus for Finding Fourier Transforms of Functions on R
129(44)
Using the Definition to Find Fourier Transforms
131(3)
Rules for Finding Fourier Transforms
134(13)
Selected Applications of the Fourier Transform Calculus
147(26)
References
155(1)
Exercise Set 3
156(17)
The Calculus for Finding Fourier Transforms of Functions on Tp, Z, and PN
173(66)
Fourier Series
173(17)
Selected Applications of Fourier Series
190(6)
Discrete Fourier Transforms
196(16)
Selected Applications of the DFT Calculus
212(27)
References
216(1)
Exercise Set 4
217(22)
Operator Identities Associated with Fourier Analysis
239(52)
The Concept of an Operator Identity
239(4)
Operators Generated by Powers of F
243(8)
Operators Related to Complex Conjugation
251(4)
Fourier Transforms of Operators
255(8)
Rules for Hartley Transforms
263(3)
Hilbert Transforms
266(25)
References
271(1)
Exercise Set 5
272(19)
The Fast Fourier Transform
291(76)
Pre-FFT Computation of the DFT
291(5)
Derivation of the FFT via DFT Rules
296(7)
The Bit Reversal Permutation
303(7)
Sparse Matrix Factorization of F When N = 2m
310(13)
Sparse Matrix Factorization of H When N = 2m
323(4)
Sparse Matrix Factorization of F When N = P1P2...Pm
327(11)
Kronecker Product Factorization of F
338(29)
References
345(1)
Exercise Set 6
345(22)
Generalized Functions on R
367(116)
The Concept of a Generalized Function
367(12)
Common Generalized Functions
379(10)
Manipulation of Generalized Functions
389(16)
Derivatives and Simple Differential Equations
405(8)
The Fourier Transform Calculus for Generalized Functions
413(14)
Limits of Generalized Functions
427(13)
Periodic Generalized Functions
440(10)
Alternative Definitions for Generalized Functions
450(33)
References
452(1)
Exercise Set 7
453(30)
Selected Applications
Sampling
483(40)
Sampling and Interpolation
483(4)
Reconstruction of f from Its Samples
487(10)
Reconstruction of f from Samples of a1 * f, a2 * f,...
497(8)
Approximation of Almost Bandlimited Functions
505(18)
References
508(1)
Exercise Set 8
509(14)
Partial Differential Equations
523(70)
Introduction
523(3)
The Wave Equation
526(14)
The Diffusion Equation
540(13)
The Diffraction Equation
553(18)
Fast Computation of Frames for Movies
571(22)
References
573(1)
Exercise Set 9
574(19)
Wavelets
593(100)
The Haar Wavelets
593(16)
Support-Limited Wavelets
609(31)
Analysis and Synthesis with Daubechies' Wavelets
640(15)
Filter Banks
655(38)
References
673(1)
Exercise Set 10
674(19)
Musical Tones
693(44)
Basic Concepts
693(9)
Spectrograms
702(5)
Additive Synthesis of Tones
707(4)
FM Synthesis of Tones
711(7)
Synthesis of Tones from Noise
718(5)
Music with Mathematical Structure
723(14)
References
727(1)
Exercise Set 11
728(9)
Probability
737
Probability Density Functions on R
737(4)
Some Mathematical Tools
741(5)
The Characteristic Function
746(7)
Random Variables
753(11)
The Central Limit Theorem
764(16)
References
780(1)
Exercise Set 12
780
Appendices A-1
Appendix 0 The Impact of Fourier Analysis
A-1
Appendix 1 Functions and Their Fourier Transforms
A-3
Appendix 2 The Fourier Transform Calculus
A-13
Appendix 3 Operators and Their Fourier Transforms
A-18
Appendix 4 The Whittaker-Robinson Flow Chart for Harmonic Analysis
A-22
Appendix 5 FORTRAN Code for a Radix 2 FFT
A-26
Appendix 6 The Standard Normal Probability Distribution
A-32
Appendix 7 Frequencies of the Piano Keyboard
A-36
Index I-1

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