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Author Pereyra, María Cristina.
Title Harmonic analysis : from Fourier to wavelets / María Cristina Pereyra, Lesley A. Ward.
Published Providence, R.I. : American Mathematical Society ; Princeton, N.J. : Institute for Advanced Study, c2012.
Book Cover
LOCATION CALL # STATUS
 Floor3  QA403 .P44 2012    IN LIBRARY
  
Description xxiv, 410 p. : ill. ; 23 cm.
Series Student mathematical library ; v. 63.
Student mathematical library. IAS/Park City mathematical subseries.
Bibliography Includes bibliographical references (p. 391-399) and index.
Contents Preface -- 1. Fourier series : some motivation -- 2. Interlude : Analysis concepts -- 3. Pointwise convergence of Fourier series -- 4. Summability methods -- 5. Mean-square convergence of Fourier series -- 6. A tour of discrete Fourier and Haar analysis -- 7. The Fourier transform in paradise -- 8. Beyohd paradise -- 9. From Fourier to wavelets, emphazing Haar -- 10. Zooming properties of wavelets -- 11. Calculating with wavelets -- 12. The hilbert transform -- Appendix. Useful tools.
Summary "In the last 200 years, harmonic analysis has been one of the most influential bodies of mathematical ideas, having been exceptionally significant both in its theoretical implications and in its enormous range of applicability throughout mathematics, science, and engineering. In this book, the authors convey the remarkable beauty and applicability of the ideas that have grown from Fourier theory. They present for an advanced undergraduate and beginning graduate student audience the basics of harmonic analysis, from Fourier's study of the heat equation, and the decomposition of functions into sums of cosines and sines (frequency analysis), to dyadic harmonic analysis, and the decomposition of functions into a Haar basis (time localization). While concentrating on the Fourier and Haar cases, the book touches on aspects of the world that lies between these two different ways of decomposing functions: time-frequency analysis (wavelets). Both finite and continuous perspectives are presented, allowing for the introduction of discrete Fourier and Haar transforms and fast algorithms, such as the Fast Fourier Transform (FFT) and its wavelet analogues. The approach combines rigorous proof, inviting motivation, and numerous applications. Over 250 exercises are included in the text. Each chapter ends with ideas for projects in harmonic analysis that students can work on independently." --Publisher description.
Subject Harmonic analysis -- Textbooks.
Related Names Ward, Lesley A., 1963-
ISBN 9780821875667 (alk. paper)
0821875663 (alk. paper)
OCLC number 774982499