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Blind Signal Processing

Theory and Practice
BuchGebunden
368 Seiten
Englisch
Springererschienen am10.10.2011
This text introduces related fundamental mathematics in the field of blind signal processing and covers many advances. It includes results from a Shanghai Jiao Tong University study in speech signal processing, underwater signals, data compression and more.mehr
Verfügbare Formate
BuchGebunden
EUR160,49
E-BookPDF1 - PDF WatermarkE-Book
EUR149,79

Produkt

KlappentextThis text introduces related fundamental mathematics in the field of blind signal processing and covers many advances. It includes results from a Shanghai Jiao Tong University study in speech signal processing, underwater signals, data compression and more.
Zusammenfassung
Comprehensive treatise of the topic

Most recent results with applications
Details
ISBN/GTIN978-3-642-11346-8
ProduktartBuch
EinbandartGebunden
Verlag
Erscheinungsjahr2011
Erscheinungsdatum10.10.2011
Seiten368 Seiten
SpracheEnglisch
Gewicht684 g
IllustrationenXIV, 368 p.
Artikel-Nr.11233600

Inhalt/Kritik

Inhaltsverzeichnis
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.mehr
Kritik
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)mehr

Schlagworte