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The Mathematics of Signal Processing on Hardback by Steven B. Damelin
The Mathematics of Signal Processing on Hardback by Steven B. Damelin
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The Mathematics of Signal Processing

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Description

Arising from courses taught by the authors, this largely self-contained treatment is ideal for mathematicians who are interested in applications or for students from applied fields who want to understand the mathematics behind their subject. Early chapters cover Fourier analysis, functional analysis, probability and linear algebra, all of which have been chosen to prepare the reader for the applications to come. The book includes rigorous proofs of core results in compressive sensing and wavelet convergence. Fundamental is the treatment of the linear system y=Φx in both finite and infinite dimensions. There are three possibilities: the system is determined, overdetermined or underdetermined, each with different aspects. The authors assume only basic familiarity with advanced calculus, linear algebra and matrix theory and modest familiarity with signal processing, so the book is accessible to students from the advanced undergraduate level. Many exercises are also included.

Author Biography:

Steven B. Damelin is currently Full Professor at Georgia Southern University and Visiting Full Professor at the University of the Witwatersrand in Johannesburg. Willard Miller, Jr is Professor Emeritus in the School of Mathematics at the University of Minnesota.
Release date NZ
December 15th, 2011
Audience
  • Professional & Vocational
Illustrations
Worked examples or Exercises; 30 Halftones, unspecified; 20 Line drawings, unspecified
Pages
462
Dimensions
155x235x25
ISBN-13
9781107013223
Product ID
10846998

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