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Call Number 515/.2433
Title Wavelets and their applications [electronic resource] : case studies / edited by Mei Kobayashi.
Publication Philadelphia, Pa. : Society for Industrial and Applied Mathematics (SIAM, 3600 Market Street, Floor 6, Philadelphia, PA 19104), 1998.
Material Info. 1 electronic text (xvi, 142 p.) : ill., digital file.
Summary Note This collection of independent case studies demonstrates how wavelet techniques have been used to solve open problems and develop insight into the nature of the systems under study. Each case begins with a description of the problem and points to the specific properties of wavelets and techniques used for determining a solution. The cases range from a very simple wavelet-based technique for reducing noise in laboratory data to complex work on two-dimensional geographical data display conducted at the Earthquake Research Institute in Japan. One case study shows how wavelet analysis is used in the development of a Japanese text-to-speech system for personal computers and another presents new wavelet techniques developed for and applied to the study of atmospheric wind, turbulent fluid, and seismic acceleration data. Although calculus and some junior and senior mathematics courses for scientists and engineers will suffice, a solid background in undergraduate mathematics, particularly analysis and numerical analysis, and some familiarity with the basics of wavelets are helpful for reading this book.
Notes Includes bibliographical references and index.
Notes Preface -- Chapter 1. Wavelet-based multiresolution display of coastline data / Sumiko Hiyama and Mei Kobayashi -- Chapter 2. A wavelet-based technique for reducing noise in laboratory data / Susumu Sakakibara -- Chapter 3. A wavelet-based conjugate gradient method for solving poisson equations / Nobuatsu Tanaka; Appendix 1. Conjugate gradient methods; Appendix 2. Preconditioned conjugate gradient methods; Appendix 3. Successive over-relaxation methods -- Chapter 4. Wavelet analysis for a text-to-speech (TTS) system / Mei Kobayashi ... [et al.]; Appendix 1. Selection of synthesis units; Appendix 2. Overlap-add methods -- Chapter 5. Wavelet analysis of atmospheric wind, turbulent fluid, and seismic acceleration data / Michio Yamada and Fumio Sasaki -- Index.
ISBN 9781611971385 (electronic bk.)
Subject Wavelets (Mathematics)
Subject Wavelets
Subject Noisy data
Subject Fluid flow
Subject Text-to-speech system
Subject Navier--Stokes equations
Subject Time-frequency analysis
Subject Atmospheric wind
Subject Turbulent fluid
Subject Seismic acceleration
Added Entry Kobayashi, Mei.
Added Entry Society for Industrial and Applied Mathematics.
Date Year, Month, Day:01405141
Link SIAM

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