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Adaptive Blind Signal and Image Processing: Learning Algorithms and Applications

Adaptive Blind Signal and Image Processing Learning Algorithms and Applications 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 theori

  • Title: Adaptive Blind Signal and Image Processing: Learning Algorithms and Applications
  • Author: Andrzej Cichocki Shun-Ichi Amari
  • ISBN: 9780471607915
  • Page: 232
  • Format: Hardcover
  • 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 AnalysWith 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 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 Accompanying CD ROM features an electronic, interactive version of the book with fully coloured figures and text C and MATLAB user friendly software packages are also providedMATLAB is a registered trademark of The MathWorks, Inc By providing a detailed introduction to BSP, as well as presenting new results and recent developments, this informative and inspiring work will appeal to researchers, postgraduate students, engineers and scientists working in biomedical engineering, communications, electronics, computer science, optimisations, finance, geophysics and neural networks.

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      232 Andrzej Cichocki Shun-Ichi Amari
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      Posted by:Andrzej Cichocki Shun-Ichi Amari
      Published :2018-08-23T21:05:36+00:00

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