Computational Signal Processing with Wavelets:
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Bibliographic Details
Main Author: Teolis, Anthony (Author)
Format: Electronic eBook
Language:English
Published: Boston, MA Birkhäuser Boston 1998
Series:Applied and Numerical Harmonic Analysis
Subjects:
Online Access:Volltext
Item Description: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
Physical Description:1 Online-Ressource (XXIV, 324 p)
ISBN:9781461241423
9781461286721
DOI:10.1007/978-1-4612-4142-3

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