* Blind separation of independent sources based on multiuser kurtosis optimization criteria
SIMON HAYKIN, PhD, is University Professor and Director of the Adaptive Systems Laboratory at McMaster University.
Contributors
vii
Preface
xi
Introduction
1
(12)
Simon Haykin
Why Adaptive Filtering?
1
(1)
Supervised and Unsupervised Forms of Adaptive Filtering
2
(1)
Two Importan Unsupervised Signal-Processing Tasks
3
(3)
Three Fundamental Approaches to Unsupervised Adaptive Filtering
6
(4)
Organization of Volume II
10
(3)
References
11
(2)
The Core of FSE-CMA Behavior Theory
13
(100)
C. R. Johnson, Jr.
P. Schniter
I. Fijalkow
L. Tong
J. D. Behm
M. G. Larimore
D. R. Brown
R. A. Casas
T. J. Endres
S. Lambotharan
A. Touzni
H. H. Zeng
M. Green
J. R. Treichler
Introduction
14
(8)
MMSE Equalization and LMS
22
(19)
The CM Criterion and CMA
41
(34)
CMA-Adapted-Equalizer Design Issues with Illustrative Examples
75
(14)
Case Studies
89
(17)
Conclusions
106
(7)
References
108
(5)
Relationships between Blind Deconvolution and Blind Source Separation
113
(34)
Scott C. Douglas
Simon Haykin
Introduction
113
(4)
Problem Descriptions
117
(5)
Algorithmic Relationships
122
(7)
Structural Relationships
129
(11)
Extensions
140
(2)
Conclusions
142
(5)
References
142
(5)
Blind Separation of Independent Sources Based on Multiuser Kurtosis Optimization Criteria
147
(34)
Constantinos B. Papadias
Introduction
148
(2)
Problem Formulation and Assumptions
150
(4)
Review: The Single-User Equalization Problem
154
(6)
Necessary and Sufficient Conditions for BSS
160
(2)
Unconstrained Criteria: The MU-CM Approach
162
(3)
Constrained Criteria: The MUK Approach
165
(6)
Numerical Examples
171
(4)
Conclusions
175
(6)
References
176
(5)
Index
181
What is included with this book?
The New copy of this book will include any supplemental materials advertised. Please check the title of the book to determine if it should include any access cards, study guides, lab manuals, CDs, etc.
The Used, Rental and eBook copies of this book are not guaranteed to include any supplemental materials. Typically, only the book itself is included. This is true even if the title states it includes any access cards, study guides, lab manuals, CDs, etc.
Please wait while the item is added to your bag...