Blind Signal Processing: Theory and Practice - Hardcover

Shi, Xizhi

 
9783642113468: Blind Signal Processing: Theory and Practice
Hardcover
ISBN 10: 364211346X ISBN 13: 9783642113468
Verlag: Springer, 2011

Inhaltsangabe

Chapter 1. Introduction.- Chapter 2. Mathematical Description of Blind Signal Processing.- Chapter 3. Independent Component Analysis (ICA).- Chapter 4. Non-Linear Principal Component Analysis (PCA) and Feature Extraction.- Chapter 5. Non-Linear ICA.- Chapter 6. Convolutive Mixture and Blind Deconvolution.- Chapter 7. Probability Density Estimation Based Blind Processing Algorithm.- Chapter 8. Joint Approximate Diagonalization method - Features in Frequency Domain and Time Domain.- Chapter 9. Extension of Blind Signal Processing.- Chapter 10.Data Analysis and Application Study.

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Críticas

From the reviews:

“The book includes a lot of concepts, definitions, theorems and experiments related to the interesting domain of blind source separation (BSS). ... the book would be used as a textbook for students and advanced researchers. The book provides an up-to-date reference list which includes Western and American authors and at the same time gives an overview of the Chinese papers in the domain of BSS. Numerous experimental results and graphics are of high use to the comprehension of the whole material.” (Dumitru Stanomir, Zentralblatt MATH, Vol. 1243, 2012)

Reseña del editor

"Blind Signal Processing: Theory and Practice" not only introduces related fundamental mathematics, but also reflects the numerous advances in the field, such as probability density estimation-based processing algorithms, underdetermined models, complex value methods, uncertainty of order in the separation of convolutive mixtures in frequency domains, and feature extraction using Independent Component Analysis (ICA). At the end of the book, results from a study conducted at Shanghai Jiao Tong University in the areas of speech signal processing, underwater signals, image feature extraction, data compression, and the like are discussed.

This book will be of particular interest to advanced undergraduate students, graduate students, university instructors and research scientists in related disciplines. Xizhi Shi is a Professor at Shanghai Jiao Tong University.

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Verlag
Springer
Erscheinungsdatum
2011
Sprache
Englisch
ISBN 10 
364211346X
ISBN 13 
9783642113468
Einband
Tapa dura
Anzahl der Seiten
384
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

9783642113697: Blind Signal Processing: Theory and Practice

Vorgestellte Ausgabe

ISBN 10:  3642113699 ISBN 13:  9783642113697
Verlag: Springer, 2012
Softcover