Overview
- Comprehensive treatise of the topic
- Most recent results with applications
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Table of contents (10 chapters)
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Front Matter
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Back Matter
Keywords
About this book
"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.
Reviews
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)
Authors and Affiliations
Bibliographic Information
Book Title: Blind Signal Processing
Book Subtitle: Theory and Practice
Authors: Xizhi Shi
DOI: https://doi.org/10.1007/978-3-642-11347-5
Publisher: Springer Berlin, Heidelberg
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Shanghai Jiao Tong University Press,Shanghai and Springer-Verlag Berlin Heidelberg 2011
Hardcover ISBN: 978-3-642-11346-8Published: 10 October 2011
eBook ISBN: 978-3-642-11347-5Published: 28 December 2011
Edition Number: 1
Number of Pages: XIV, 368
Additional Information: Jointly published with Shanghai Jiao Tong University Press. Based on an original Chinese edition published by Shanghai Jiao Tong University Press, 2008
Topics: Signal, Image and Speech Processing, Information and Communication, Circuits, Communications Engineering, Networks, Image Processing and Computer Vision