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Applied and Numerical Harmonic Analysis

Compressed Sensing and its Applications

Second International MATHEON Conference 2015

Editors: Boche, H., Caire, G., Calderbank, R., März, M., Kutyniok, G., Mathar, R. (Eds.)

  • Explores many of the novel applications of compressed sensing developed since the previous MATHEON Workshop in 2013
  • Chapters written by leading researchers in compressed sensing with backgrounds in mathematics, computer science, and engineering
  • A thorough introduction to compressed sensing provided for readers who may not be familiar with it
  • Will appeal to a broad audience with research in areas ranging from applied mathematics, signal processing, and electrical engineering to computer science, image sciences, and sparse approximation
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eBook $109.00
price for USA in USD (gross)
  • ISBN 978-3-319-69802-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $139.99
price for USA in USD
  • ISBN 978-3-319-69801-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This contributed volume contains articles written by the plenary and invited speakers from the second international MATHEON Workshop 2015 that focus on applications of compressed sensing. Article authors address their techniques for solving the problems of compressed sensing, as well as connections to related areas like detecting community-like structures in graphs, curbatures on Grassmanians, and randomized tensor train singular value decompositions. Some of the novel applications covered include dimensionality reduction, information theory, random matrices, sparse approximation, and sparse recovery. 
This book is aimed at both graduate students and researchers in the areas of applied mathematics, computer science, and engineering, as well as other applied scientists exploring the potential applications for the novel methodology of compressed sensing. An introduction to the subject of compressed sensing is also provided for researchers interested in the field who are not as familiar with it. 

Table of contents (12 chapters)

  • On the Global-Local Dichotomy in Sparsity Modeling

    Batenkov, Dmitry (et al.)

    Pages 1-53

  • Fourier Phase Retrieval: Uniqueness and Algorithms

    Bendory, Tamir (et al.)

    Pages 55-91

  • Compressed Sensing Approaches for Polynomial Approximation of High-Dimensional Functions

    Adcock, Ben (et al.)

    Pages 93-124

  • Multisection in the Stochastic Block Model Using Semidefinite Programming

    Agarwal, Naman (et al.)

    Pages 125-162

  • Recovering Signals with Unknown Sparsity in Multiple Dictionaries

    Ahmad, Rizwan (et al.)

    Pages 163-195

Buy this book

eBook $109.00
price for USA in USD (gross)
  • ISBN 978-3-319-69802-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $139.99
price for USA in USD
  • ISBN 978-3-319-69801-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Compressed Sensing and its Applications
Book Subtitle
Second International MATHEON Conference 2015
Editors
  • Holger Boche
  • Giuseppe Caire
  • Robert Calderbank
  • Maximilian März
  • Gitta Kutyniok
  • Rudolf Mathar
Series Title
Applied and Numerical Harmonic Analysis
Copyright
2017
Publisher
Birkhäuser Basel
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-69802-1
DOI
10.1007/978-3-319-69802-1
Hardcover ISBN
978-3-319-69801-4
Series ISSN
2296-5009
Edition Number
1
Number of Pages
XIX, 388
Number of Illustrations
20 b/w illustrations, 57 illustrations in colour
Topics