Applied and Numerical Harmonic Analysis

A Mathematical Introduction to Compressive Sensing

Autoren: Foucart, Simon, Rauhut, Holger

Vorschau
  • The first textbook completely devoted to the topic of compressive sensing
  • Comprehensive treatment of the subject, including background material from probability theory, detailed proofs of the main theorems, and an outline of possible applications
  • Numerous exercises designed to help students understand the material
  • An extensive bibliography with over 500 references that guide researchers through the literature
Weitere Vorteile

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eBook 58,84 €
Preis für Deutschland (Brutto)
  • ISBN 978-0-8176-4948-7
  • Versehen mit digitalem Wasserzeichen, DRM-frei
  • Erhältliche Formate: EPUB, PDF
  • Sofortiger eBook Download nach Kauf und auf allen Endgeräten nutzbar
  • Mengenrabatt verfügbar
Hardcover 74,89 €
Preis für Deutschland (Brutto)
Softcover 74,89 €
Preis für Deutschland (Brutto)
eBook Ausleihe  
  • Ausleihdauer: 1 oder 6 Monate
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Über dieses Lehrbuch

At the intersection of mathematics, engineering, and computer science sits the thriving field of compressive sensing. Based on the premise that data acquisition and compression can be performed simultaneously, compressive sensing finds applications in imaging, signal processing, and many other domains. In the areas of applied mathematics, electrical engineering, and theoretical computer science, an explosion of research activity has already followed the theoretical results that highlighted the efficiency of the basic principles. The elegant ideas behind these principles are also of independent interest to pure mathematicians.

A Mathematical Introduction to Compressive Sensing gives a detailed account of the core theory upon which the field is build. With only moderate prerequisites, it is an excellent textbook for graduate courses in mathematics, engineering, and computer science. It also serves as a reliable resource for practitioners and researchers in these disciplines who want to acquire a careful understanding of the subject. A Mathematical Introduction to Compressive Sensing uses a mathematical perspective to present the core of the theory underlying compressive sensing.

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From the book reviews:

“The book by S. Foucart and H. Rauhut is the first textbook on the subject of compressed sensing … Compressed sensing has provided an opportunity for electrical engineers to learn new mathematics, and it has given mathematicians some challenging new problems to consider. Foucart and Rauhut have written a comprehensive survey of the ideas and methods from this field. Their book will engage the interest of many researchers, both theoretical and applied.” (Joel A. Tropp, Bulletin of the American Mathematical Society, Vol. 54 (1), January, 2017)

“As a textbook it offers great flexibility for the instructor and can be used for both introductory and advanced courses in compressed sensing. … The book can be highly recommended for teaching purposes, and the homework problems are really excellent. As an encyclopedia the book is very comprehensive and offers detailed proofs and discussions. … It is expected that this book will become a classical reference source in the field.” (Anders C. Hansen, Mathematical Reviews, November, 2014)

Inhaltsverzeichnis (15 Kapitel)

Inhaltsverzeichnis (15 Kapitel)

Dieses Buch kaufen

eBook 58,84 €
Preis für Deutschland (Brutto)
  • ISBN 978-0-8176-4948-7
  • Versehen mit digitalem Wasserzeichen, DRM-frei
  • Erhältliche Formate: EPUB, PDF
  • Sofortiger eBook Download nach Kauf und auf allen Endgeräten nutzbar
  • Mengenrabatt verfügbar
Hardcover 74,89 €
Preis für Deutschland (Brutto)
Softcover 74,89 €
Preis für Deutschland (Brutto)
eBook Ausleihe  
  • Ausleihdauer: 1 oder 6 Monate
  • kostengünstiger Mietpreis
  • Online-Reader mit Markierungs- und Notizfunktion
  • auf allen Geräten nutzbar
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Bibliografische Information

Bibliographic Information
Buchtitel
A Mathematical Introduction to Compressive Sensing
Autoren
Titel der Buchreihe
Applied and Numerical Harmonic Analysis
Copyright
2013
Verlag
Birkhäuser Basel
Copyright Inhaber
Springer Science+Business Media New York
eBook ISBN
978-0-8176-4948-7
DOI
10.1007/978-0-8176-4948-7
Hardcover ISBN
978-0-8176-4947-0
Softcover ISBN
978-1-4939-0063-3
Buchreihen ISSN
2296-5009
Auflage
1
Seitenzahl
XVIII, 625
Themen