Multiscale Signal Analysis and Modeling - Rilegato

 
9781461441441: Multiscale Signal Analysis and Modeling
Rilegato
ISBN 10: 1461441447 ISBN 13: 9781461441441
Casa editrice: Springer Nature, 2012

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Dalla quarta di copertina

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.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Springer Nature
Data di pubblicazione
2012
Lingua
Inglese
ISBN 10 
1461441447
ISBN 13 
9781461441441
Rilegatura
Copertina rigida
Numero di pagine
378
Redattore
Shen Xiaoping, Zayed Ahmed I.
Contatto del produttore
non disponibile
Persona responsabile
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

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Hamburg
Germania

Altre edizioni note dello stesso titolo

9781489996848: Multiscale Signal Analysis and Modeling

Edizione in evidenza

ISBN 10:  1489996842 ISBN 13:  9781489996848
Casa editrice: Springer, 2014
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