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Blind Equalization and System Identification

Author : Chong-Yung Chi
Publisher : Springer Science & Business Media
Page : 479 pages
File Size : 45,67 MB
Release : 2006-05-20
Category : Technology & Engineering
ISBN : 1846282187

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The absence of training signals from many kinds of transmission necessitates the widespread use of blind equalization and system identification. There have been many algorithms developed for these purposes, working with one- or two-dimensional signals and with single-input single-output or multiple-input multiple-output, real or complex systems. It is now time for a unified treatment of this subject, pointing out the common characteristics of these algorithms as well as learning from their different perspectives. "Blind Equalization and System Identification" provides such a unified treatment presenting theory, performance analysis, simulation, implementation and applications. This is a textbook for graduate courses in discrete-time random processes, statistical signal processing, and blind equalization and system identification. It contains material which will also interest researchers and engineers working in digital communications, source separation, speech processing, and other, similar applications.

Blind Equalization and Identification

Author : Zhi Ding
Publisher : CRC Press
Page : 418 pages
File Size : 50,67 MB
Release : 2018-10-08
Category : Technology & Engineering
ISBN : 1482270730

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This text seeks to clarify various contradictory claims regarding capabilities and limitations of blind equalization. It highlights basic operating conditions and potential for malfunction. The authors also address concepts and principles of blind algorithms for single input multiple output (SIMO) systems and multi-user extensions of SIMO equalization and identification.

Blind Deconvolution

Author : Simon S. Haykin
Publisher : Prentice Hall
Page : 312 pages
File Size : 30,11 MB
Release : 1994
Category : Computers
ISBN :

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This book is devoted to the study of the blind deconvolution problem - where it is impractical to assume the availability of the system input. It considers a variety of blind deconvolution/equalization algorithms - with computer simulation experiments to support the theory.

Adaptive Blind Signal and Image Processing

Author : Andrzej Cichocki
Publisher : John Wiley & Sons
Page : 596 pages
File Size : 32,16 MB
Release : 2002-06-14
Category : Science
ISBN : 9780471607915

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Im Mittelpunkt dieses modernen und spezialisierten Bandes stehen adaptive Strukturen und unüberwachte Lernalgorithmen, besonders im Hinblick auf effektive Computersimulationsprogramme. Anschauliche Illustrationen und viele Beispiele sowie eine interaktive CD-ROM ergänzen den Text.

Blind Equalization in Neural Networks

Author : Liyi Zhang
Publisher : Walter de Gruyter GmbH & Co KG
Page : 335 pages
File Size : 31,2 MB
Release : 2017-12-18
Category : Computers
ISBN : 3110449676

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The book begins with an introduction of blind equalization theory and its application in neural networks, then discusses the algorithms in recurrent networks, fuzzy networks and other frequently-studied neural networks. Each algorithm is accompanied by derivation, modeling and simulation, making the book an essential reference for electrical engineers, computer intelligence researchers and neural scientists.