Linear Algebra, Signal Processing, and Wavelets - A Unified (Hardcover)
 
分類: Algebra ,
Functional analysis & transforms ,
Maths for scientists ,
Maths for engineers ,
Imaging systems & technology ,
Signal processing  
書城編號: 1519066


售價: $800.00

購買後立即進貨, 約需 18-25 天

 
 
出版社: Arte Al Dian Intl Amer Art Cor
出版日期: 2019/02/22
尺寸: 254x178x36mm
重量: 0.9 kg
ISBN: 9783030029395
 
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商品簡介


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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