Springer Undergraduate Texts in Mathematics and Technology

Linear Algebra, Signal Processing, and Wavelets - A Unified Approach

Python Version

Autoren: Ryan, Øyvind

Vorschau
  • Self-contained introduction to signal processing and wavelets assuming only a linear algebra background
  • Hands-on introduction to important concepts using computational and interactive examples and exercises
  • Strong rooting of the developed theory in terms of practical applications to sound and images
Weitere Vorteile

Dieses Buch kaufen

eBook 58,84 €
Preis für Deutschland (Brutto)
  • ISBN 978-3-030-02940-1
  • Versehen mit digitalem Wasserzeichen, DRM-frei
  • Erhältliche Formate: PDF, EPUB
  • eBooks sind auf allen Endgeräten nutzbar
  • Sofortiger eBook Download nach Kauf
Hardcover 74,89 €
Preis für Deutschland (Brutto)
Über dieses Lehrbuch

This book offers a user friendly, hands-on, and systematic introduction to applied and computational harmonic analysis: to Fourier analysis, signal processing and wavelets; and to their interplay and applications. The approach is novel, and the book can be used in undergraduate courses, for example, following a first course in linear algebra, but is also suitable for use in graduate level courses. The book will benefit anyone with a basic background in linear algebra. It defines fundamental concepts in signal processing and wavelet theory, assuming only a familiarity with elementary linear algebra. No background in signal processing is needed. Additionally, the book demonstrates in detail why linear algebra is often the best way to go. Those with only a signal processing background are also introduced to the world of linear algebra, although a full course is recommended.

The book comes in two versions: one based on MATLAB, and one on Python, demonstrating the feasibility and applications of both approaches. Most of the code is available interactively. The applications mainly involve sound and images. The book also includes a rich set of exercises, many of which are of a computational nature.



Über die Autor*innen

Øyvind Ryan holds a position as an associate professor at the Department of Mathematics at the University of Oslo. Over several years he has been teaching and writing course material for courses in undergraduate mathematics and signal processing. His research interests are information theory, wavelets, and compressive sensing.

Inhaltsverzeichnis (9 Kapitel)

Inhaltsverzeichnis (9 Kapitel)

Dieses Buch kaufen

eBook 58,84 €
Preis für Deutschland (Brutto)
  • ISBN 978-3-030-02940-1
  • Versehen mit digitalem Wasserzeichen, DRM-frei
  • Erhältliche Formate: PDF, EPUB
  • eBooks sind auf allen Endgeräten nutzbar
  • Sofortiger eBook Download nach Kauf
Hardcover 74,89 €
Preis für Deutschland (Brutto)
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Bibliografische Information

Bibliographic Information
Buchtitel
Linear Algebra, Signal Processing, and Wavelets - A Unified Approach
Buchuntertitel
Python Version
Autoren
Titel der Buchreihe
Springer Undergraduate Texts in Mathematics and Technology
Copyright
2019
Verlag
Springer International Publishing
Copyright Inhaber
Springer Nature Switzerland AG
eBook ISBN
978-3-030-02940-1
DOI
10.1007/978-3-030-02940-1
Hardcover ISBN
978-3-030-02939-5
Buchreihen ISSN
1867-5506
Auflage
1
Seitenzahl
XXVII, 364
Anzahl der Bilder
74 schwarz-weiß Abbildungen, 29 Abbildungen in Farbe
Themen