Multiscale Signal Analysis and Modeling

Xiaoping Shen, Ahmed I. Zayed (Herausgeber)

Buch | Hardcover
378 Seiten
2012
Springer-Verlag New York Inc.
978-1-4614-4144-1 (ISBN)

Lese- und Medienproben

Multiscale Signal Analysis and Modeling -
106,99 inkl. MwSt
Multiscale Signal Analysis and Modeling presents recent advances in multiscale analysis and modeling using wavelets and other systems. This book also presents applications in digital signal processing using sampling theory and techniques from various function spaces, filter design, feature extraction and classification, signal and image representation/transmission, coding, nonparametric statistical signal processing, and statistical learning theory.

Part I Sampling.- Convergence and Summability of Cardinal Series.- Improved Approximation via Use of Transformations.- Generalized Sampling In L2(Rd) Shift-Invariant Subspaces With Multiple Stable Generators.- Function Spaces for Sampling Expansions.- Coprime Sampling And Arrays In One And Multiple Dimensions.- Chromatic Expansions and the Bargmann Transform.- Representation formulas for Hardy space functions through the Cuntz relations and new interpolation problems.- Constructions and a generalization of perfect autocorrelation sequences on Z.- Part II Multiscale Analysis.- A unified theory for multiscale analysis of complex time series.- Wavelet Analysis of ECG Signals.- Multiscale signal processing with discrete Hermite functions.- Local Discriminant Basis Using Earth Mover's Distance Earth Mover’s Distance Based Local Discriminant Basis.- Part III statistical Analysis.- Characterizations of Certain Continuous Distributions.- Bayesian Wavelet Shrinkage Strategies - A Review.- Multi-parameter regularization for construction of extrapolating estimators in  statistical learning theory.

Erscheint lt. Verlag 18.9.2012
Zusatzinfo XVIII, 378 p.
Verlagsort New York, NY
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Informatik
Mathematik / Informatik Mathematik Angewandte Mathematik
Technik Elektrotechnik / Energietechnik
ISBN-10 1-4614-4144-7 / 1461441447
ISBN-13 978-1-4614-4144-1 / 9781461441441
Zustand Neuware
Haben Sie eine Frage zum Produkt?
Mehr entdecken
aus dem Bereich
Berechnung statisch unbestimmter Tragwerke

von Raimond Dallmann

Buch | Hardcover (2022)
Hanser (Verlag)
29,99