Fundamentals of Adaptive Filtering
Will be published approx. on 24. June 2003
Book
Hardback
1168 pages
978-0-471-46126-5 (ISBN)
Description
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
Reviews / Votes
"...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)More details
Product info
gebunden
Edition
1. Auflage
Language
English
Place of publication
United States
Publishing group
John Wiley & Sons Inc
Target group
Professional and scholarly
Product notice
sewn/stitched
Cloth over boards
Dimensions
Height: 262 mm
Width: 206 mm
Thickness: 60 mm
Weight
2449 gr
ISBN-13
978-0-471-46126-5 (9780471461265)
Schweitzer Classification
Person
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.
Content
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.