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
Table of Contents:
  • 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