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Other titles in the Adaptive and Learning Systems for Signal Processing, Communications and Control series:

Adaptive and Learning Systems for Signal Processing, Communications and Control #2: Unsupervised Adaptive Filtering, Blind Deconvolution

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Adaptive and Learning Systems for Signal Processing, Communications and Control #2: Unsupervised Adaptive Filtering, Blind Deconvolution Cover

 

Synopses & Reviews

Publisher Comments:

A complete, one-stop reference on the state of the art of unsupervised adaptive filtering

While unsupervised adaptive filtering has its roots in the 1960s, more recent advances in signal processing, information theory, imaging, and remote sensing have made this a hot area for research in several diverse fields. This book brings together cutting-edge information previously available only in disparate papers and articles, presenting a thorough and integrated treatment of the two major classes of algorithms used in the field, namely, blind signal separation and blind channel equalization algorithms.

Divided into two volumes for ease of presentation, this important work shows how these algorithms, although developed independently, are closely related foundations of unsupervised adaptive filtering. Through contributions by the foremost experts on the subject, the book provides an up-to-date account of research findings, explains the underlying theory, and discusses potential applications in diverse fields. More than 100 illustrations as well as case studies, appendices, and references further enhance this excellent resource. Following coverage begun in Volume I: Blind Source Separation, this volume discusses:

* The core of FSE-CMA behavior theory

* Relationships between blind deconvolution and blind source separation

* Blind separation of independent sources based on multiuser kurtosis optimization criteria

Book News Annotation:

Covers blind equalization and its relationship to blind source separation. Provides an account of research findings, explains underlying theory, and discusses potential applications in diverse fields, with sections on the core of FSE-CMA behavior theory, relationships between blind deconvolution and blind source separation, and blind separation of independent sources based on multiuser kurtosis optimization criteria. The editor is affiliated with McMaster University.
Annotation c. Book News, Inc., Portland, OR (booknews.com)

Synopsis:

Unsupervised adaptive filters let systems respond and adapt automatically to changing conditions without the need for human supervision. With applications to signal processing, information theory, imaging, and remote sensing, among others, this is an area of intense research. This book describes the current state of the art in the field.

Synopsis:

* Blind separation of independent sources based on multiuser kurtosis optimization criteria

Synopsis:

Unüberwachte adaptive Filterung bedeutet, daß das System automatisch auf Veränderungen der Bedingungen reagiert: Die Filter können sich verschiedenen Situationen anpassen, ohne daß ein Mensch eingreifen müßte. Hunderte von Beiträgen zu diesem äußerst aktuellen Forschungsfeld sind in der Fachpresse erschienen. Dieser Band faßt den derzeitigen Erkenntnisstand zusammen und erspart Ihnen damit eine zeitraubende Recherche. (04/00)

Table of Contents

v. 1. Blind source separation — v. 2. Blind deconvolution.

Product Details

ISBN:
9780471379416
Editor:
Haykin, Simon
Publisher:
Wiley-Interscience
Editor:
Haykin, Simon
Author:
Simon H
Author:
Haykin
Author:
Haykin, Simon S.
Author:
Haykin, Simon
Author:
Aykin
Location:
New York
Subject:
General
Subject:
Engineering - Electrical & Electronic
Subject:
Adaptive filters
Subject:
Adaptive signal processing
Subject:
Electricity
Subject:
Engineering / Electrical
Subject:
communication technology
Subject:
Electricity-General Electricity
Copyright:
Edition Description:
Volume 2
Series:
Adaptive and Learning Systems for Signal Processing, Communications and Control Series Unervised
Series Volume:
Volume 2
Publication Date:
20070824
Binding:
HARDCOVER
Grade Level:
General/trade
Language:
English
Illustrations:
Yes
Pages:
200
Dimensions:
9.58x6.39x.74 in. 1.00 lbs.

Related Subjects

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History and Social Science » Anthropology » Physical
Science and Mathematics » Chemistry » Biochemistry
Science and Mathematics » Electricity » General Electricity

Adaptive and Learning Systems for Signal Processing, Communications and Control #2: Unsupervised Adaptive Filtering, Blind Deconvolution New Hardcover
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$130.25 In Stock
Product details 200 pages Wiley-Interscience - English 9780471379416 Reviews:
"Synopsis" by , Unsupervised adaptive filters let systems respond and adapt automatically to changing conditions without the need for human supervision. With applications to signal processing, information theory, imaging, and remote sensing, among others, this is an area of intense research. This book describes the current state of the art in the field.
"Synopsis" by , * Blind separation of independent sources based on multiuser kurtosis optimization criteria
"Synopsis" by , Unüberwachte adaptive Filterung bedeutet, daß das System automatisch auf Veränderungen der Bedingungen reagiert: Die Filter können sich verschiedenen Situationen anpassen, ohne daß ein Mensch eingreifen müßte. Hunderte von Beiträgen zu diesem äußerst aktuellen Forschungsfeld sind in der Fachpresse erschienen. Dieser Band faßt den derzeitigen Erkenntnisstand zusammen und erspart Ihnen damit eine zeitraubende Recherche. (04/00)
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