Multiscale Signal Analysis and Modeling - Hardcover

 
9781461441441: Multiscale Signal Analysis and Modeling
Hardcover
ISBN 10: 1461441447 ISBN 13: 9781461441441
Verlag: Springer, 2012

Inhaltsangabe

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.

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Von der hinteren Coverseite

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.

This book also:

  • Discusses recently developed signal modeling techniques, such as the multiscale method for complex time series modeling, multiscale positive density estimations, Bayesian Shrinkage Strategies, and algorithms for data adaptive statistics
  • Introduces new sampling algorithms for multidimensional signal processing
  • Provides comprehensive coverage of wavelets with presentations on waveform design and modeling, wavelet analysis of ECG signals and wavelet filters
  • Reviews features extraction and classification algorithms for multiscale signal and image processing using Local Discriminant Basis (LDB)

  • Develops multi-parameter regularized extrapolating estimators in statistical learning theory

Multiscale Signal Analysis and Modeling is an ideal book for graduate students and practitioners, especially those working in or studying the field of signal/image processing, telecommunication and applied statistics. It can also serve as a reference book for engineers, researchers and educators interested in mathematical and statistical modeling.

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Verlag
Springer
Erscheinungsdatum
2012
Sprache
Englisch
ISBN 10 
1461441447
ISBN 13 
9781461441441
Einband
Tapa dura
Anzahl der Seiten
398
Herausgeber
Zayed Ahmed I., Shen Xiaoping
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Deutschland

Weitere beliebte Ausgaben desselben Titels

9781489996848: Multiscale Signal Analysis and Modeling

Vorgestellte Ausgabe

ISBN 10:  1489996842 ISBN 13:  9781489996848
Verlag: Springer, 2014
Softcover