Blind Signal Processing
Theory and Practice
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Beschreibung
"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.
Comprehensive treatise of the topic Most recent results with applications
Autor*in
Xizhi Shi
Themen in »Blind Signal Processing«
Adaptive Signal Processing Blind Signal Processing Cognitive Information Processing ICA Independent Component Analysis PCA SJUP Signal Processing information and communication, circuits
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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)
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