A wavelet tour of signal processing / S.G. Mallat.
By: Mallat, S. G. (Stéphane G.).
Material type: BookPublisher: San Diego : Academic Press, 1998Description: xxii, 577 p : ill ; 24 cm. + hbk.ISBN: 0124666051 .Subject(s): Signal processing -- Mathematics | Wavelets (Mathematics)DDC classification: 621.3822015152433Item type | Current library | Call number | Copy number | Status | Date due | Barcode | Item holds |
---|---|---|---|---|---|---|---|
General Lending | MTU Bishopstown Library Lending | 621.3822015152433 (Browse shelf(Opens below)) | 1 | Available | 00074763 |
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Enhanced descriptions from Syndetics:
This volume begins with a presentation of Fourier transform and then describes its failures for transient signal processing. It presents local time-frequency methods and the related mathematical tools. The book uses an intuitive approach to important mathematical results, and emphasizes practical applications rather than proofs. It describes numerical discreet algorithms as well as some applications to information processing, fractal analysis, noise removal, and compact signal coding.
Bibliography: p. 557-570. - Includes index.
Introduction to a transient world -- Fourier kingdom -- Discrete revolution -- Time meets frequency -- Frames -- Wavelet zoom -- Wavelet bases -- Wavelet packet and local cosine bases -- An approximation tour -- Estimations are approximations -- Transform coding.
Table of contents provided by Syndetics
- Introduction to a Transient World
- Fourier Kingdom
- Discrete Revolution
- Time Meets Frequency
- Frames
- Wavelet Zoom
- Wavelet Bases
- Wavepacket and Local Cosine Bases
- An Approximation Tour
- Estimations Are Approximations
- Transform Codes
- Mathematical Complements
- Software Toolboxes
- Glossary of Symbols