Adaptive Blind Signal and Image Processing

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Andrzej Cichocki, ?Shun-ichi Amari - Adaptive Blind Signal and Image Processing
Published: 2002-06-15 | ISBN: 0471607916 | PDF | 586 pages | 16 MB



With solid theoretical foundations and numerous potential applications, Blind Signal Processing (BSP) is one of the hottest emerging areas in Signal Processing. This volume unifies and extends the theories of adaptive blind signal and image processing and provides practical and efficient algorithms for blind source separation, Independent, Principal, Minor Component Analysis, and Multichannel Blind Deconvolution (MBD) and Equalization. Containing over 1400 references and mathematical expressions Adaptive Blind Signal and Image Processing delivers an unprecedented collection of useful techniques for adaptive blind signal/image separation, extraction, decomposition and filtering of multi-variable signals and data.
* Offers a broad coverage of blind signal processing techniques and algorithms both from a theoretical and practical point of view
* Presents more than 50 simple algorithms that can be easily modified to suit the reader's specific real world problems
* Provides a guide to fundamental mathematics of multi-input, multi-output and multi-sensory systems
* Includes illustrative worked examples, computer simulations, tables, detailed graphs and conceptual models within self contained chapters to assist self study
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Tags: Processing, Signal, Adaptive
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