Computational Signal Processing with Wavelets

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Release : 2017-10-02
Genre : Mathematics
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Book Rating : 47X/5 ( reviews)

Computational Signal Processing with Wavelets - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Computational Signal Processing with Wavelets write by Anthony Teolis. This book was released on 2017-10-02. Computational Signal Processing with Wavelets available in PDF, EPUB and Kindle. This unique resource examines the conceptual, computational, and practical aspects of applied signal processing using wavelets. With this book, readers will understand and be able to use the power and utility of new wavelet methods in science and engineering problems and analysis. The text is written in a clear, accessible style avoiding unnecessary abstractions and details. From a computational perspective, wavelet signal processing algorithms are presented and applied to signal compression, noise suppression, and signal identification. Numerical illustrations of these computational techniques are further provided with interactive software (MATLAB code) that is available on the World Wide Web. Topics and Features Continuous wavelet and Gabor transforms Frame-based theory of discretization and reconstruction of analog signals is developed New and efficient "overcomplete" wavelet transform is introduced and applied Numerical illustrations with an object-oriented computational perspective using the Wavelet Signal Processing Workstation (MATLAB code) available This book is an excellent resource for information and computational tools needed to use wavelets in many types of signal processing problems. Graduates, professionals, and practitioners in engineering, computer science, geophysics, and applied mathematics will benefit from using the book and software tools. The present, softcover reprint is designed to make this classic textbook available to a wider audience. A self-contained text that is theoretically rigorous while maintaining contact with interesting applications. A particularly noteworthy topic...is a class of ‘overcomplete wavelets’. These functions are not orthonormal and they lead to many useful results. —Journal of Mathematical Psychology

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

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Release : 2019-03-05
Genre : Mathematics
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Book Rating : 121/5 ( reviews)

Linear Algebra, Signal Processing, and Wavelets - A Unified Approach - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Linear Algebra, Signal Processing, and Wavelets - A Unified Approach write by Øyvind Ryan. This book was released on 2019-03-05. Linear Algebra, Signal Processing, and Wavelets - A Unified Approach available in PDF, EPUB and Kindle. 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.

Wavelets and Signal Processing

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Release : 2005-04-01
Genre : Technology & Engineering
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Book Rating : 330/5 ( reviews)

Wavelets and Signal Processing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Wavelets and Signal Processing write by Hans-Georg Stark. This book was released on 2005-04-01. Wavelets and Signal Processing available in PDF, EPUB and Kindle. Professor Noubari's recommendation: "Professor Starks book provides an effective entry into the field for engineering students who have little or no prior knowledge of this important subject. Avaibility of collection of computer codes and mfiles in combination with topics of the book, makes the book highly valuable to enhance student learning of the subject matter."

Wavelets and Signal Processing

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Release : 2012-12-06
Genre : Mathematics
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Book Rating : 253/5 ( reviews)

Wavelets and Signal Processing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Wavelets and Signal Processing write by Lokenath Debnath. This book was released on 2012-12-06. Wavelets and Signal Processing available in PDF, EPUB and Kindle. Provides a digest of the current developments, open questions and unsolved problems likely to determine a new frontier for future advanced study and research in the rapidly growing areas of wavelets, wavelet transforms, signal analysis, and signal and image processing. Ideal reference work for advanced students and practitioners in wavelets, and wavelet transforms, signal processing and time-frequency signal analysis. Professionals working in electrical and computer engineering, applied mathematics, computer science, biomedical engineering, physics, optics, and fluid mechanics will also find the book a valuable resource.

A Wavelet Tour of Signal Processing

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Release : 1999-09-14
Genre : Computers
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Book Rating : 839/5 ( reviews)

A Wavelet Tour of Signal Processing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook A Wavelet Tour of Signal Processing write by Stephane Mallat. This book was released on 1999-09-14. A Wavelet Tour of Signal Processing available in PDF, EPUB and Kindle. This book is intended to serve as an invaluable reference for anyone concerned with the application of wavelets to signal processing. It has evolved from material used to teach "wavelet signal processing" courses in electrical engineering departments at Massachusetts Institute of Technology and Tel Aviv University, as well as applied mathematics departments at the Courant Institute of New York University and École Polytechnique in Paris. Provides a broad perspective on the principles and applications of transient signal processing with wavelets Emphasizes intuitive understanding, while providing the mathematical foundations and description of fast algorithms Numerous examples of real applications to noise removal, deconvolution, audio and image compression, singularity and edge detection, multifractal analysis, and time-varying frequency measurements Algorithms and numerical examples are implemented in Wavelab, which is a Matlab toolbox freely available over the Internet Content is accessible on several level of complexity, depending on the individual reader's needs New to the Second Edition Optical flow calculation and video compression algorithms Image models with bounded variation functions Bayes and Minimax theories for signal estimation 200 pages rewritten and most illustrations redrawn More problems and topics for a graduate course in wavelet signal processing, in engineering and applied mathematics