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Unsupervised signal processing : channel equalization and source separation

Author: João M T Romano
Publisher: Boca Raton : CRC Press, ©2011.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

Offers a presentation of topics such as blind equalization, source separation, and unsupervised as well as nonlinear adaptive filtering. This book addresses issues on static and dynamic convergence  Read more...

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Document Type: Book
All Authors / Contributors: João M T Romano
ISBN: 9780849337512 0849337518
OCLC Number: 144565616
Description: xxvii, 311 pages : illustrations ; 25 cm
Contents: Introduction --
Statistical characterization of signals and systems --
Linear optimal and adaptive filtering --
Unsupervised channel equalization --
Unsupervised multichannel equalization --
Blind source separation --
Nonlinear filtering and machine learning --
Bio-inspired optimization methods --
Appendixes : A. Some properties of the correlation matrix --
B. Kalman filter.
Responsibility: João M.T. Romano [and others].

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