Fundamentals of Wavelets
Theory, Algorithms, and Applications
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Beschreibung
Wavelet theory originated from research activities in many areas of science and engineering. As a result, it finds applications in a wide range of practical problems. Wavelet techniques are specifically suited for nonstationary signals for which classic Fourier methods are ineffective.
Based on courses taught by the authors at Texas A&M University as well as related conferences, Fundamentals of Wavelets is a textbook offering an up-to-date engineering approach to wavelet theory. It balances a discussion of wavelet theory and algorithms with its far-ranging practical applications in signal processing, image processing, electromagnetic wave scattering, and boundary value problems.
In a clear, progressive format, the book describes:
* Basic concepts of linear algebra, Fourier analysis, and discrete signal analysis
* Theoretical aspects of time-frequency analysis and multiresolution analysis
* Construction of various wavelets
* Algorithms for computing wavelet transformations.
Concluding chapters present interesting applications of wavelets to signal processing and boundary value problems. Fundamentals of Wavelets is an essential introduction to wavelet theory for students and professionals alike in a practical, real-world engineering context.
Autor*in
Jaideva C. Goswami
Themen in »Fundamentals of Wavelets«
Signalverarbeitung Technik / Elektronik, Elektrotechnik, Nachrichtentechnik Wavelet
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"This book is well-written, the material is arranged in a logical order.it is suggested to be read by image processing experts doing image analysis and image compressions and having good mathematical background." (CIE News Vol. 58)".will be extremely useful for signal processing engineers and scientists, all of whom should have a copy on their bookshelves" (Electronics & Communications Engineering Journal, December 2000) ".will be extremely useful for signal processing engineers and scientists, all of whom should have a copy on their bookshelves" (Electronics & Communications Engineering Journal, December 2000)
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