Independent Component Analysis for Audio and Biosignal Applications

Ganesh R. Naik

ISBN 10: 9535107828 / ISBN 13: 9789535107828

Published by Intechopen, 2012

About this Item

nach der Bestellung gedruckt Neuware - Printed after ordering - Independent Component Analysis (ICA) is a signal-processing method to extract independent sources given only observed data that are mixtures of the unknown sources. Recently, Blind Source Separation (BSS) by ICA has received considerable attention because of its potential signal-processing applications such as speech enhancement systems, image processing, telecommunications, medical signal processing and several data mining issues.This book brings the state-of-the-art of some of the most important current research of ICA related to Audio and Biomedical signal processing applications. The book is partly a textbook and partly a monograph. It is a textbook because it gives a detailed introduction to ICA applications. It is simultaneously a monograph because it presents several new results, concepts and further developments, which are brought together and published in the book.

Seller Inventory # 9789535107828

Bibliographic Details

• Title: Independent Component Analysis for Audio and Biosignal Applications
• Publisher: Intechopen
• Publication Date: 2012
• Language: English
• ISBN 10: 9535107828
• ISBN 13: 9789535107828
• Binding: Buch
• Condition: Neu
• Dimensions: 266W x 185H x 29D millimeters 266 millimeters width by 185 millimeters height by 29 millimeters depth
• Weight: 985 grams

About this title

Synopsis

Independent Component Analysis (ICA) is a signal-processing method to extract independent sources given only observed data that are mixtures of the unknown sources. Recently, Blind Source Separation (BSS) by ICA has received considerable attention because of its potential signal-processing applications such as speech enhancement systems, image processing, telecommunications, medical signal processing and several data mining issues. This book brings the state-of-the-art of some of the most important current research of ICA related to Audio and Biomedical signal processing applications. The book is partly a textbook and partly a monograph. It is a textbook because it gives a detailed introduction to ICA applications. It is simultaneously a monograph because it presents several new results, concepts and further developments, which are brought together and published in the book.