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

Released on by Øyvind Ryan
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  • Linear Algebra, Signal Processing, and Wavelets - A Unified Approach Book Detail

  • Author : Øyvind Ryan
  • Release Date : 2019-02-26
  • Publisher : Springer
  • Genre : Mathematics
  • Pages : 364
  • ISBN 13 : 3030029409
  • File Size : 11,11 MB
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Linear Algebra, Signal Processing, and Wavelets - A Unified Approach by Øyvind Ryan PDF Summary

Book Description: 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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Foundations of Signal Processing

Foundations of Signal Processing

File Size : 34,34 MB
Total View : 1037 Views
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This comprehensive and engaging textbook introduces the basic principles and techniques of signal processing, from the fundamental ideas of signals and systems