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Blind Signal Processing
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Blind Signal Processing : Theory and Practice

by Xizhi Shi

Book Details

Format Hardback or Cased Book
ISBN-10 364211346X
ISBN-13 9783642113468
Publisher Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Country of Manufacture GB
Country of Publication GB
Publication Date Oct 10th, 2011
Print length 368 Pages
Product Classification: Imaging systems & technologyImaging systems and technologyImage processing
Ksh 23,400.00
Werezi Extended Catalogue 0 in stock

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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.

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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