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Applied and Numerical Harmonic Analysis

Compressed Sensing and its Applications

MATHEON Workshop 2013

Editors: Boche, H., Calderbank, R., Kutyniok, G., Vybíral, J. (Eds.)

  • First book on compressed sensing specifically focused on applications
  • Chapters written by leading researchers from mathematics, computer science and electrical engineering
  • Includes a thorough introduction to compressed sensing and unified notation
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Buy this book

eBook $99.00
price for USA in USD (gross)
  • ISBN 978-3-319-16042-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $119.99
price for USA in USD
  • ISBN 978-3-319-16041-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $129.00
price for USA in USD
  • ISBN 978-3-319-34762-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

Since publication of the initial papers in 2006, compressed sensing has captured the imagination of the international signal processing community, and the mathematical foundations are nowadays quite well understood.

Parallel to the progress in mathematics, the potential applications of compressed sensing have been explored by many international groups of, in particular, engineers and applied mathematicians, achieving very promising advances in various areas such as communication theory, imaging sciences, optics, radar technology, sensor networks, or tomography.

Since many applications have reached a mature state, the research center MATHEON in Berlin focusing on "Mathematics for Key Technologies", invited leading researchers on applications of compressed sensing from mathematics, computer science, and engineering to the "MATHEON Workshop 2013: Compressed Sensing and its Applications” in December 2013. It was the first workshop specifically focusing on the applications of compressed sensing. This book features contributions by the plenary and invited speakers of this workshop.

To make this book accessible for those unfamiliar with compressed sensing, the book will not only contain chapters on various applications of compressed sensing written by plenary and invited speakers, but will also provide a general introduction into compressed sensing.

The 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 interested in the potential and applications of the novel methodology of compressed sensing. For those readers who are not already familiar with compressed sensing, an introduction to the basics of this theory will be included.

Table of contents (15 chapters)

  • A Survey of Compressed Sensing

    Boche, Holger (et al.)

    Pages 1-39

  • Temporal Compressive Sensing for Video

    Llull, Patrick (et al.)

    Pages 41-74

  • Compressed Sensing, Sparse Inversion, and Model Mismatch

    Pezeshki, Ali (et al.)

    Pages 75-95

  • Recovering Structured Signals in Noise: Least-Squares Meets Compressed Sensing

    Thrampoulidis, Christos (et al.)

    Pages 97-141

  • The Quest for Optimal Sampling: Computationally Efficient, Structure-Exploiting Measurements for Compressed Sensing

    Adcock, Ben (et al.)

    Pages 143-167

Buy this book

eBook $99.00
price for USA in USD (gross)
  • ISBN 978-3-319-16042-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $119.99
price for USA in USD
  • ISBN 978-3-319-16041-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $129.00
price for USA in USD
  • ISBN 978-3-319-34762-2
  • 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
MATHEON Workshop 2013
Editors
  • Holger Boche
  • Robert Calderbank
  • Gitta Kutyniok
  • Jan Vybíral
Series Title
Applied and Numerical Harmonic Analysis
Copyright
2015
Publisher
Birkhäuser Basel
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-16042-9
DOI
10.1007/978-3-319-16042-9
Hardcover ISBN
978-3-319-16041-2
Softcover ISBN
978-3-319-34762-2
Series ISSN
2296-5009
Edition Number
1
Number of Pages
XII, 472
Number of Illustrations
35 b/w illustrations, 70 illustrations in colour
Topics