Handbook of Blind Source Separation - Independent Component Analysis and Applications

A reference on Blind Source Separation that offers a comprehensive description of the core principles and methods, numerical algorithms and major applications in the fields of telecommunications, biomedical engineering and audio, acoustic and speech processing. It is suitable for university researchers, R&D engineers and graduates.

List of contents

Introduction; Information; Contrast functions; Likelihood; Algebraic methods after prewhitening; Iterative algorithms; Second order methods based on color; Convolutive mixtures; Algebraic identification of under-determined mixtures; Sparse component analysis; Quadratic time-frequency domain methods; Bayesian approaches; Non-negative mixtures; Nonlinear mixtures; Semi-blind methods for communications; Overview of source separation applications; Application to telecommunications; Biomedical applications; Audio applications

Product details

• Authors: Pierre Comon, Pierre Jutten Comon
• Assisted by: P. Comon (Editor), Pierre Comon (Editor), C. Jutten (Editor), Christian Jutten (Editor)
• Publisher: ELSEVIER SCIENCE BV
• Languages: English
• Product format: Hardback
• Released: 06.04.2010
• EAN: 9780123747266
• ISBN: 978-0-12-374726-6
• No. of pages: 856
• Series: Academic Press
• Subject: Natural sciences, medicine, IT, technology > Technology > Electronics, electrical engineering, communications engineering