Fundamentals of Adaptive Filtering
(Sprache: Englisch)
This book is based on a graduate level course offered by the author at UCLA and has been classed tested there and at other universities over a number of years. This will be the most comprehensive book on the market today providing instructors a wide choice...
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Klappentext zu „Fundamentals of Adaptive Filtering “
This book is based on a graduate level course offered by the author at UCLA and has been classed tested there and at other universities over a number of years. This will be the most comprehensive book on the market today providing instructors a wide choice in designing their courses.* Offers computer problems to illustrate real life applications for students and professionals alike
* There will be an Instructor's Manual presenting detailed solutions to all the problems in the book
Inhaltsverzeichnis zu „Fundamentals of Adaptive Filtering “
Preface.Acknowledgments.
Notation.
Symbols.
Optimal Estimation.
Linear Estimation.
Constrained Linear Estimation.
Steepest-Descent Algorithms.
Stochastic-Gradient Algorithms.
Steady-State Performance of Adaptive Filters.
Tracking Performance of Adaptive Filters.
Finite Precision Effects.
Transient Performance of Adaptive Filters.
Block Adaptive Filters.
The Least-Squares Criterion.
Recursive Least-Squares.
RLS Array Algorithms.
Fast Fixed-Order Filters.
Lattice Filters.
Laguerre Adaptive Filters.
Robust Adaptive Filters.
Bibliography.
Author Index.
Subject Index.
Autoren-Porträt von Ali Sayed
ALI H. SAYED, PhD, is a professor of electrical engineering at UCLA, where he established and directs the Adaptive Systems Laboratory. He is a Fellow of the IEEE for his contributions to adaptive filtering and estimation algorithms.
Bibliographische Angaben
- Autor: Ali Sayed
- 2003, 1. Auflage, 900 Seiten, Maße: 26 cm, Gebunden, Englisch
- Verlag: Wiley & Sons
- ISBN-10: 0471461261
- ISBN-13: 9780471461265
Sprache:
Englisch
Pressezitat
"...a remarkably clear, accessible, and up-to-date text. It is highly recommended for students at the graduate level...is an invaluable and comprehensive reference...for researchers at all levels." ( IEEE Control Systems Magazine , August 2005)
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