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.
| ISBN: | 9789811343759 |
| Publication date: | 11th February 2019 |
| Author: | Khalil Ahmad, Abdullah |
| Publisher: | Springer an imprint of Springer Nature Singapore |
| Format: | Paperback |
| Pagination: | 238 pages |
| Series: | Forum for Interdisciplinary Mathematics |
| Genres: |
Functional analysis and transforms Numerical analysis Probability and statistics Applied mathematics Electronics engineering Digital signal processing (DSP) |
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.
Wavelet Packets and Their Statistical Applications features in the following genres: Functional analysis and transforms, Numerical analysis, Probability and statistics, Applied mathematics, Electronics engineering, Digital signal processing (DSP)
Paperback, Hardback. £80.99, down from the £89.99 cover price. Not Available.
Wavelet Packets and Their Statistical Applications was written by Khalil Ahmad, Abdullah and published by Springer an imprint of Springer Nature Singapore
Wavelet Packets and Their Statistical Applications has 238 pages
Yes it is part of Forum for Interdisciplinary Mathematics series
£80.99, reduced from £89.99. Not Available.