Springer Undergraduate Texts in Mathematics and Technology

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

MATLAB Version

Authors: Ryan, Øyvind

  • 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
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Buy this book

eBook $59.99
price for USA in USD (gross)
  • Unpublished eBooks cannot be pre-ordered in advance.
  • Due: March 15, 2019
  • ISBN 978-3-030-01812-2
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
Hardcover $79.99
price for USA in USD
  • Unpublished eBooks cannot be pre-ordered in advance.
  • Due: February 15, 2019
  • ISBN 978-3-030-01811-5
  • with online files
  • Free shipping for individuals worldwide
About this Textbook

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 MATLAB 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.


About the authors

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.

Buy this book

eBook $59.99
price for USA in USD (gross)
  • Unpublished eBooks cannot be pre-ordered in advance.
  • Due: March 15, 2019
  • ISBN 978-3-030-01812-2
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
Hardcover $79.99
price for USA in USD
  • Unpublished eBooks cannot be pre-ordered in advance.
  • Due: February 15, 2019
  • ISBN 978-3-030-01811-5
  • with online files
  • Free shipping for individuals worldwide
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Bibliographic Information

Bibliographic Information
Book Title
Linear Algebra, Signal Processing, and Wavelets - A Unified Approach
Book Subtitle
MATLAB Version
Authors
Series Title
Springer Undergraduate Texts in Mathematics and Technology
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-01812-2
DOI
10.1007/978-3-030-01812-2
Hardcover ISBN
978-3-030-01811-5
Series ISSN
1867-5506
Edition Number
1
Number of Pages
XXIV, 360
Number of Illustrations
74 b/w illustrations, 29 illustrations in colour
Topics