Discrete Fourier Analysis

This textbook presents basic notions and techniques of Fourier analysis in discrete settings. Written in a concise style, it is interlaced with remarks, discussions and motivations from signal analysis.   The first part is dedicated to topics related to the Fourier transform, including discrete time...

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Bibliographic Details
Main Author: Wong, M. W.
Format: eBook
Language:English
Published: Basel Springer Basel 2011, 2011
Edition:1st ed. 2011
Series:Pseudo-Differential Operators, Theory and Applications
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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245 0 0 |a Discrete Fourier Analysis  |h Elektronische Ressource  |c by M. W. Wong 
250 |a 1st ed. 2011 
260 |a Basel  |b Springer Basel  |c 2011, 2011 
300 |a VIII, 177 p. 1 illus. in color  |b online resource 
505 0 |a Preface -- The Finite Fourier Transform -- Translation-Invariant Linear Operators -- Circulant Matrices -- Convolution Operators -- Fourier Multipliers -- Eigenvalues and Eigenfunctions -- The Fast Fourier Transform -- Time-Frequency Analysis -- Time-Frequency Localized Bases -- Wavelet Transforms and Filter Banks -- Haar Wavelets -- Daubechies Wavelets -- The Trace -- Hilbert Spaces -- Bounded Linear Operators -- Self-Adjoint Operators -- Compact Operators -- The Spectral Theorem -- Schatten–von Neumann Classes -- Fourier Series -- Fourier Multipliers on S1 -- Pseudo-Differential Operators on S1 -- Pseudo-Differential Operators on Z -- Bibliography -- Index 
653 |a Fourier Analysis 
653 |a Harmonic analysis 
653 |a Partial Differential Equations 
653 |a Abstract Harmonic Analysis 
653 |a Numerical analysis 
653 |a Numerical Analysis 
653 |a Partial differential equations 
653 |a Fourier analysis 
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490 0 |a Pseudo-Differential Operators, Theory and Applications 
856 4 0 |u https://doi.org/10.1007/978-3-0348-0116-4?nosfx=y  |x Verlag  |3 Volltext 
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520 |a This textbook presents basic notions and techniques of Fourier analysis in discrete settings. Written in a concise style, it is interlaced with remarks, discussions and motivations from signal analysis.   The first part is dedicated to topics related to the Fourier transform, including discrete time-frequency analysis and discrete wavelet analysis. Basic knowledge of linear algebra and calculus is the only prerequisite. The second part is built on Hilbert spaces and Fourier series and culminates in a section on pseudo-differential operators, providing a lucid introduction to this advanced topic in analysis. Some measure theory language is used, although most of this part is accessible to students familiar with an undergraduate course in real analysis.   Discrete Fourier Analysis is aimed at advanced undergraduate and graduate students in mathematics and applied mathematics. Enhanced with exercises, it will be an excellent resource for the classroom as well as for self-study