 Fundamentals of Adaptive Filtering
ISBN: 978-0-471-46126-5
Hardcover
1168 pages
June 2003, Wiley-IEEE Press
US $160.00
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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.
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