Nonlinear System Identification by Haar Wavelets

Nonlinear System Identification by Haar Wavelets
Author: Przemysław Sliwinski
Publsiher: Springer Science & Business Media
Total Pages: 146
Release: 2012-10-12
Genre: Mathematics
ISBN: 9783642293955

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​In order to precisely model real-life systems or man-made devices, both nonlinear and dynamic properties need to be taken into account. The generic, black-box model based on Volterra and Wiener series is capable of representing fairly complicated nonlinear and dynamic interactions, however, the resulting identification algorithms are impractical, mainly due to their computational complexity. One of the alternatives offering fast identification algorithms is the block-oriented approach, in which systems of relatively simple structures are considered. The book provides nonparametric identification algorithms designed for such systems together with the description of their asymptotic and computational properties. ​ ​

Haar Wavelets

Haar Wavelets
Author: Ülo Lepik,Helle Hein
Publsiher: Springer Science & Business Media
Total Pages: 209
Release: 2014-01-09
Genre: Technology & Engineering
ISBN: 9783319042954

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This is the first book to present a systematic review of applications of the Haar wavelet method for solving Calculus and Structural Mechanics problems. Haar wavelet-based solutions for a wide range of problems, such as various differential and integral equations, fractional equations, optimal control theory, buckling, bending and vibrations of elastic beams are considered. Numerical examples demonstrating the efficiency and accuracy of the Haar method are provided for all solutions.

Wavelets and Filter Banks

Wavelets and Filter Banks
Author: Gilbert Strang,Truong Nguyen
Publsiher: SIAM
Total Pages: 556
Release: 1996-10-01
Genre: Technology & Engineering
ISBN: 0961408871

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A comprehensive treatment of wavelets for both engineers and mathematicians.

A Mathematical Introduction to Wavelets

A Mathematical Introduction to Wavelets
Author: P. Wojtaszczyk
Publsiher: Cambridge University Press
Total Pages: 280
Release: 1997-02-13
Genre: Mathematics
ISBN: 0521578949

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The only introduction to wavelets that doesn't avoid the tough mathematical questions.

Wavelets

Wavelets
Author: John J. Benedetto
Publsiher: CRC Press
Total Pages: 590
Release: 1993-09-27
Genre: Mathematics
ISBN: 0849382718

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Wavelets is a carefully organized and edited collection of extended survey papers addressing key topics in the mathematical foundations and applications of wavelet theory. The first part of the book is devoted to the fundamentals of wavelet analysis. The construction of wavelet bases and the fast computation of the wavelet transform in both continuous and discrete settings is covered. The theory of frames, dilation equations, and local Fourier bases are also presented. The second part of the book discusses applications in signal analysis, while the third part covers operator analysis and partial differential equations. Each chapter in these sections provides an up-to-date introduction to such topics as sampling theory, probability and statistics, compression, numerical analysis, turbulence, operator theory, and harmonic analysis. The book is ideal for a general scientific and engineering audience, yet it is mathematically precise. It will be an especially useful reference for harmonic analysts, partial differential equation researchers, signal processing engineers, numerical analysts, fluids researchers, and applied mathematicians.

Wavelets for Computer Graphics

Wavelets for Computer Graphics
Author: Eric J. Stollnitz,Tony D. DeRose,David H. Salesin
Publsiher: Morgan Kaufmann
Total Pages: 292
Release: 1996
Genre: Computers
ISBN: 1558603751

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This introduction to wavelets provides computer graphics professionals and researchers with the mathematical foundations for understanding and applying this powerful tool.

Wavelets in the Geosciences

Wavelets in the Geosciences
Author: Roland Klees,Roger Haagmans
Publsiher: Springer Science & Business Media
Total Pages: 272
Release: 2000-03-06
Genre: Science
ISBN: 3540669515

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This book contains state-of-the-art continuous wavelet analysis of one and more dimensional (geophysical) signals. Special attention is given to the reconaissance of specific properties of a signal. It also contains an extension of standard wavelet approximation to the application of so-called second generation wavelets for efficient representation of signals at various scales even on the sphere and more complex geometries. Furthermore, the book discusses the application of harmonic (spherical) wavelets in potential field analysis with emphasis on the gravity field of the Earth. Many examples are given for practical application of these tools; to support the text exercises and demonstrations are available on the Web.

Transforms and Applications Handbook

Transforms and Applications Handbook
Author: Alexander D. Poularikas
Publsiher: CRC Press
Total Pages: 911
Release: 2018-09-03
Genre: Mathematics
ISBN: 9781420066531

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Updating the original, Transforms and Applications Handbook, Third Edition solidifies its place as the complete resource on those mathematical transforms most frequently used by engineers, scientists, and mathematicians. Highlighting the use of transforms and their properties, this latest edition of the bestseller begins with a solid introduction to signals and systems, including properties of the delta function and some classical orthogonal functions. It then goes on to detail different transforms, including lapped, Mellin, wavelet, and Hartley varieties. Written by top experts, each chapter provides numerous examples and applications that clearly demonstrate the unique purpose and properties of each type. The material is presented in a way that makes it easy for readers from different backgrounds to familiarize themselves with the wide range of transform applications. Revisiting transforms previously covered, this book adds information on other important ones, including: Finite Hankel, Legendre, Jacobi, Gengenbauer, Laguerre, and Hermite Fraction Fourier Zak Continuous and discrete Chirp-Fourier Multidimensional discrete unitary Hilbert-Huang Most comparable books cover only a few of the transforms addressed here, making this text by far the most useful for anyone involved in signal processing—including electrical and communication engineers, mathematicians, and any other scientist working in this field.