Adaptive Filter Theory

ISBN-10: 013322760X
ISBN-13: 9780133227604
Edition: 3rd 1996
Authors: Simon Haykin
List price: $107.00
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Book details

List price: $107.00
Edition: 3rd
Copyright year: 1996
Publisher: Prentice Hall PTR
Publication date: 12/27/1995
Binding: Hardcover
Pages: 989
Size: 7.50" wide x 9.50" long x 1.75" tall
Weight: 3.432
Language: English

Stochastic Processes and Models
Wiener Filters
Linear Prediction
Method of Steepest Descent
Least-Mean-Square Adaptive Filters
Normalized Least-Mean-Square Adaptive Filters
Transform-Domain and Sub-Band Adaptive Filters
Method of Least Squares
Recursive Least-Square Adaptive Filters
Kalman Filters as the Unifying Bases for RLS Filters
Square-Root Adaptive Filters
Order-Recursive Adaptive Filters
Finite-Precision Effects
Tracking of Time-Varying Systems
Adaptive Filters Using Infinite-Duration Impulse Response Structures
Blind Deconvolution
Back-Propagation Learning
Epilogue
Complex Variables
Differentiation with Respect to a Vector
Method of Lagrange Multipliers
Estimation Theory
Eigenanalysis
Rotations and Reflections
Complex Wishart Distribution
Glossary
Abbreviations
Principal Symbols
Bibliography
Index

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