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Cambridge University Press The Mathematics of Signal Processing: 48 (Cambridge Texts in Applied Mathematics, Series Number 48)

Name: The Mathematics of Signal Processing: 48 (Cambridge Texts in Applied Mathematics, Series Number 48)
Brand: Cambridge University Press

9781107601048

Computing & Internet

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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.

Product Specifications

Brand: Cambridge University Press
Model: 9781107601048
Format: paperback
ASIN: 1107601045
Category: Books > Subjects > Computing & Internet
Domain: Amazon UK
Release Date: 15 December 2011
Listed Since: 21 April 2011

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Cambridge University Press The Mathematics of Signal Processing: 48 (Cambridge Texts in Applied Mathematics, Series Number 48)

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