Linear Algebra, Signal Processing, and Wavelets - A Unified Approach : MATLAB Version

Resource Information

The work Linear Algebra, Signal Processing, and Wavelets - A Unified Approach : MATLAB Version represents a distinct intellectual or artistic creation found in European University Institute. This resource is a combination of several types including: Work, Language Material, Books.

Label

Linear Algebra, Signal Processing, and Wavelets - A Unified Approach : MATLAB Version

Title remainder

MATLAB Version

Statement of responsibility

by Øyvind Ryan

Creator

• Ryan, Øyvind

Subject

• Algebras, Linear
• Computer science
• Engineering mathematics
• Fourier analysis

Language

eng

Summary

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.--

Member of

• Springer Undergraduate Texts in Mathematics and Technology,

Assigning source

Provided by publisher

Image bit depth

0

Literary form

non fiction

Nature of contents

dictionaries

Series statement

• Springer Undergraduate Texts in Mathematics and Technology,
• Springer eBooks
• Springer eBooks.