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  • © 2001

Foundations of Time-Frequency Analysis

Birkhäuser

Part of the book series: Applied and Numerical Harmonic Analysis (ANHA)

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Table of contents (15 chapters)

  1. Front Matter

    Pages i-xv
  2. Itinerary

    • Karlheinz Gröchenig
    Pages 1-2
  3. Basic Fourier Analysis

    • Karlheinz Gröchenig
    Pages 3-20
  4. The Short-Time Fourier Transform

    • Karlheinz Gröchenig
    Pages 37-58
  5. Quadratic Time-Frequency Representations

    • Karlheinz Gröchenig
    Pages 59-82
  6. Discrete Time-Frequency Representations: Gabor Frames

    • Karlheinz Gröchenig
    Pages 83-101
  7. Existence of Gabor Frames

    • Karlheinz Gröchenig
    Pages 103-126
  8. The Structure of Gabor Systems

    • Karlheinz Gröchenig
    Pages 127-146
  9. Zak Transform Methods

    • Karlheinz Gröchenig
    Pages 147-174
  10. The Heisenberg Group: A Different Point of View

    • Karlheinz Gröchenig
    Pages 175-201
  11. Wavelet Transforms

    • Karlheinz Gröchenig
    Pages 203-214
  12. Modulation Spaces

    • Karlheinz Gröchenig
    Pages 215-244
  13. Gabor Analysis of Modulation Spaces

    • Karlheinz Gröchenig
    Pages 245-275
  14. Window Design and Wiener’s Lemma

    • Karlheinz Gröchenig
    Pages 277-299
  15. Pseudodifferential Operators

    • Karlheinz Gröchenig
    Pages 301-327
  16. Back Matter

    Pages 329-360

About this book

Time-frequency analysis is a modern branch of harmonic analysis. It com­ prises all those parts of mathematics and its applications that use the struc­ ture of translations and modulations (or time-frequency shifts) for the anal­ ysis of functions and operators. Time-frequency analysis is a form of local Fourier analysis that treats time and frequency simultaneously and sym­ metrically. My goal is a systematic exposition of the foundations of time-frequency analysis, whence the title of the book. The topics range from the elemen­ tary theory of the short-time Fourier transform and classical results about the Wigner distribution via the recent theory of Gabor frames to quantita­ tive methods in time-frequency analysis and the theory of pseudodifferential operators. This book is motivated by applications in signal analysis and quantum mechanics, but it is not about these applications. The main ori­ entation is toward the detailed mathematical investigation of the rich and elegant structures underlying time-frequency analysis. Time-frequency analysis originates in the early development of quantum mechanics by H. Weyl, E. Wigner, and J. von Neumann around 1930, and in the theoretical foundation of information theory and signal analysis by D.

Reviews

"Foundations of Time-Frequency Analysis provides a clear and thorough exposition of some of the fundamental results in the theory and gives some important perspectives on a rapidly growing field . . . An important feature of the book is complete, detailed proofs of all claims and extensive motivation of topics . . . The author has chosen topics that illuminate a path toward some of the most interesting and challenging research areas in mathematical time-frequency analysis. A graduate student or researcher seeking research problems in this area can come to no better source . . . The book is definitely suitable for a graduate-level course in mathematical time-frequency analysis. It assumes a background in real analysis, Fourier analysis and Hilbert spaces. It is also suitable for self-study, as the exposition is superb."   —Mathematical Reviews

"This book is written by one of the leading experts in Gabor analysis and deserves considerable interest. It gives a unified approach to most of the modern theory for time-frequency analysis from a mathematician's point of view, with new proofs of many recent results."   —Zentralblatt Math

"In contrast with the crowded market for wavelet expositions, this book has no up-to-date competitors in its niche, the rigorous mathematical theory. Groechenig makes contact with representation theory, operator algebra theory, and concludes with applications to pseudodifferential operators. But elsewhere he develops inequalities with implications for numerical analysis that should interest signal-processing engineers. He also explains how foundational investigations of quantum theory provided the subject with some of its original impetus.... Throughout, the author displays generosity to his readers as well as fastidious attention to mathematical detail. Of potential interest to graduate students and faculty in mathematics, physics, electrical engineering,and computer science."   —Choice

Authors and Affiliations

  • Department of Mathematics, University of Connecticut, Storrs, USA

    Karlheinz Gröchenig

Bibliographic Information

Buy it now

Buying options

eBook USD 139.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 179.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 179.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access