Adaptive Filter Theory

Name: Adaptive Filter Theory
Price: 10.35 USD
Availability: InStock
ISBN: 9780133227604

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