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

Linear Algebra, Signal Processing, and Wavelets - A Unified Approach
Author :
Publisher : Springer
Total Pages : 381
Release :
ISBN-10 : 9783030018122
ISBN-13 : 3030018121
Rating : 4/5 (22 Downloads)

Book Synopsis Linear Algebra, Signal Processing, and Wavelets - A Unified Approach by : Øyvind Ryan

Download or read book Linear Algebra, Signal Processing, and Wavelets - A Unified Approach written by Øyvind Ryan and published by Springer. This book was released on 2019-03-05 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


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

Linear Algebra, Signal Processing, and Wavelets - A Unified Approach
Language: en
Pages: 381
Authors: Øyvind Ryan
Categories: Mathematics
Type: BOOK - Published: 2019-03-05 - Publisher: Springer

DOWNLOAD EBOOK

This book offers a user friendly, hands-on, and systematic introduction to applied and computational harmonic analysis: to Fourier analysis, signal processing a
Computational Signal Processing with Wavelets
Language: en
Pages: 345
Authors: Anthony Teolis
Categories: Mathematics
Type: BOOK - Published: 2017-10-02 - Publisher: Birkhäuser

DOWNLOAD EBOOK

This unique resource examines the conceptual, computational, and practical aspects of applied signal processing using wavelets. With this book, readers will und
Wavelets
Language: en
Pages: 303
Authors: Amir-Homayoon Najmi
Categories: Mathematics
Type: BOOK - Published: 2012-04-15 - Publisher: JHU Press

DOWNLOAD EBOOK

Introduced nearly three decades ago as a variable resolution alternative to the Fourier transform, a wavelet is a short oscillatory waveform for analysis of tra
Foundations of Signal Processing
Language: en
Pages: 745
Authors: Martin Vetterli
Categories: Technology & Engineering
Type: BOOK - Published: 2014-09-04 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

This comprehensive and engaging textbook introduces the basic principles and techniques of signal processing, from the fundamental ideas of signals and systems
Multiresolution Signal and Geometry Processing: Filter Banks, Wavelets, and Subdivision (Version: 2013-09-26)
Language: en
Pages: 580
Authors: Michael D. Adams
Categories: Electric filters
Type: BOOK - Published: 2013-09-26 - Publisher: Michael Adams

DOWNLOAD EBOOK

This book is intended for use in the teaching of graduate and senior undergraduate courses on multiresolution signal and geometry processing in the engineering