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Hardcover - 9789811302671
106,99 €
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Beschreibung
This book presents the basic concepts of functional analysis, wavelet analysis and thresholding. It begins with an elementary chapter on preliminaries such as basic concepts of functional analysis, a brief tour of the wavelet transform, Haar scaling functions and function space, wavelets, symlets wavelets and coiflets wavelets. In turn, Chapters 2 and 3 address the construction of wavelet packets, selected results on wavelet packets, band-limited wavelet packets, characterisations of wavelet packets, multiresolution analysis (MRA) wavelet packets, pointwise convergence, the convergence of wavelet packet series and convolution bounds. Chapter 4 discusses characterisations of function spaces like Lebesgue spaces, Hardy spaces and Sobolev spaces in terms of wavelet packets, while Chapter 5 is devoted to applications of wavelets and wavelet packets in speech denoising and biomedical signals. In closing, Chapter 6 highlights applications of wavelets and wavelet packets in image denoising.
Details
| Verlag | Springer Singapore |
| Ersterscheinung | 11. Februar 2019 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 448 Gramm |
| Format | Softcover |
| ISBN-13 | 9789811343759 |
| Auflage | Softcover reprint of the original 1st ed. 2018 |
| Seiten | 238 |
Schlagwörter
Angewandte Mathematik, Applications of Mathematics, Digitale Signalverarbeitung (DSP), Elektronik, Functional Analysis, Funktionalanalysis und Abwandlungen, Numerical Analysis, Numerische Mathematik, Signal - Speech and Image Processing, Statistics in Engineering - Physics - Computer Science - Chemistry and Earth Sciences, Wahrscheinlichkeitsrechnung und Statistik
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