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

Автор: ?yvind Ryan

Език:

Корици: С твърди корици

Издател: Springer Nature Switzerland AG

Наличност: Външен склад

Изпращаме след 10-13 дни

77.28 € 151.15 лв

This book offers a user friendly, hands-on, and systematic introduction to applied and computational...

Информация за книгата

Автор

?yvind Ryan

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2019

страници

364

EAN

9783030029395

ISBN

9783030029395

Enbook ID

20306772

Издател

Springer Nature Switzerland AG

Теглоt

910

Размери

260 x 183 x 30

Пълно описание

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.

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

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