Adaptive Filter Theory (Prentice Hall Information & System Sciences Series)

4.08 avg rating
( 39 ratings by GoodReads )
 
9780133227604: Adaptive Filter Theory (Prentice Hall Information & System Sciences Series)

Haykin examines both the mathematical theory behind various linear adaptive filters with finite-duration impulse response (FIR) and the elements of supervised neural networks. This edition has been updated and refined to keep current with the field and develop concepts in as unified and accessible a manner as possible. It: introduces a completely new chapter on Frequency-Domain Adaptive Filters; adds a chapter on Tracking Time-Varying Systems; adds two chapters on Neural Networks; enhances material on RLS algorithms; strengthens linkages to Kalman filter theory to gain a more unified treatment of the standard, square-root and order-recursive forms; and includes new computer experiments using MATLAB software that illustrate the underlying theory and applications of the LMS and RLS algorithms.

"synopsis" may belong to another edition of this title.

From the Back Cover:

CONTENTS

Preface
Acknowledgments
Background and Preview

  • Chapter 1 Stochastic Processes and Models
  • Chapter 2 Wiener Filters
  • Chapter 3 Linear Prediction
  • Chapter 4 Method of Steepest Descent
  • Chapter 5 Least-Mean-Square Adaptive Filters
  • Chapter 6 Normalized Least-Mean-Square Adaptive Filters
  • Chapter 7 Frequency-Domain and Subband Adaptive Filters
  • Chapter 8 Method of Least Squares
  • Chapter 9 Recursive Least-Square Adaptive Filters
  • Chapter 10 Kalman Filters
  • Chapter 11 Square-Root Adaptive Filters
  • Chapter 12 Order-Recursive Adaptive Filters
  • Chapter 13 Finite-Precision Effects
  • Chapter 14 Tracking of Time-Varying Systems
  • Chapter 15 Adaptive Filters Using Infinite-Duration Impulse Response Structures
  • Chapter 16 Blind Deconvolution
  • Chapter 17 Back-Propagation Learning

Epilogue

  • Appendix A Complex Variables
  • Appendix B Differentiation with Respect to a Vector
  • Appendix C Method of Lagrange Multipliers
  • Appendix D Estimation Theory
  • Appendix E Eigenanalysis
  • Appendix F Rotations and Reflections
  • Appendix G Complex Wishart Distribution
  • Glossary
  • Bibliography
  • Index

About the Author:

Simon Haykin received his B.Sc. (First-class Honours), Ph.D., and D.Sc., all in Electrical Engineering from the University of Birmingham, England. He is a Fellow of the Royal Society of Canada, and a Fellow of the Institute of Electrical and Electronics Engineers. He is the recipient of the Henry Booker Gold Medal from URSI, 2002, the Honorary Degree of Doctor of Technical Sciences from ETH Zentrum, Zurich, Switzerland, 1999, and many other medals and prizes.

He is a pioneer in adaptive signal-processing with emphasis on applications in radar and communications, an area of research which has occupied much of his professional life.

"About this title" may belong to another edition of this title.

Top Search Results from the AbeBooks Marketplace

1.

Haykin, Simon
Published by Prentice Hall (1995)
ISBN 10: 013322760X ISBN 13: 9780133227604
New Hardcover Quantity Available: 1
Seller
Irish Booksellers
(Rumford, ME, U.S.A.)
Rating
[?]

Book Description Prentice Hall, 1995. Hardcover. Book Condition: New. book. Bookseller Inventory # 013322760X

More Information About This Seller | Ask Bookseller a Question

Buy New
16.78
Convert Currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, Rates & Speeds

2.

S.S. Haykin
ISBN 10: 013322760X ISBN 13: 9780133227604
New Hardcover Quantity Available: 1
Seller
AMAZINGBOOKDEALS
(IRVING, TX, U.S.A.)
Rating
[?]

Book Description Hardcover. Book Condition: BRAND NEW. BRAND NEW. Fast Shipping. Prompt Customer Service. Satisfaction guaranteed. Bookseller Inventory # 013322760XBNA

More Information About This Seller | Ask Bookseller a Question

Buy New
13.78
Convert Currency

Add to Basket

Shipping: 3.21
Within U.S.A.
Destination, Rates & Speeds

3.

Simon Haykin
Published by Prentice Hall (1995)
ISBN 10: 013322760X ISBN 13: 9780133227604
New Hardcover Quantity Available: 1
Seller
Ergodebooks
(RICHMOND, TX, U.S.A.)
Rating
[?]

Book Description Prentice Hall, 1995. Hardcover. Book Condition: New. 3rd. Bookseller Inventory # DADAX013322760X

More Information About This Seller | Ask Bookseller a Question

Buy New
14.69
Convert Currency

Add to Basket

Shipping: 3.21
Within U.S.A.
Destination, Rates & Speeds

4.

Simon Haykin
ISBN 10: 013322760X ISBN 13: 9780133227604
New Quantity Available: 1
Seller
Castle Rock
(Pittsford, NY, U.S.A.)
Rating
[?]

Book Description Book Condition: Brand New. Book Condition: Brand New. Bookseller Inventory # 97801332276041.0

More Information About This Seller | Ask Bookseller a Question

Buy New
19.85
Convert Currency

Add to Basket

Shipping: 3.21
Within U.S.A.
Destination, Rates & Speeds

5.

Simon Haykin
Published by Prentice Hall 1995-12-27 (1995)
ISBN 10: 013322760X ISBN 13: 9780133227604
New Hardcover Quantity Available: 1
Seller
Lost Books
(AUSTIN, TX, U.S.A.)
Rating
[?]

Book Description Prentice Hall 1995-12-27, 1995. Hardcover. Book Condition: New. 3rd. 013322760X. Bookseller Inventory # 479096

More Information About This Seller | Ask Bookseller a Question

Buy New
26.29
Convert Currency

Add to Basket

Shipping: 3.21
Within U.S.A.
Destination, Rates & Speeds

6.

Haykin, Simon
Published by Prentice Hall (1995)
ISBN 10: 013322760X ISBN 13: 9780133227604
New Hardcover Quantity Available: 3
Seller
Murray Media
(North Miami Beach, FL, U.S.A.)
Rating
[?]

Book Description Prentice Hall, 1995. Hardcover. Book Condition: New. Bookseller Inventory # P11013322760X

More Information About This Seller | Ask Bookseller a Question

Buy New
41.58
Convert Currency

Add to Basket

Shipping: 2.40
Within U.S.A.
Destination, Rates & Speeds

7.

Haykin, Simon
Published by Prentice Hall (1995)
ISBN 10: 013322760X ISBN 13: 9780133227604
New Hardcover Quantity Available: 1
Seller
Booked Again
(Summit, NJ, U.S.A.)
Rating
[?]

Book Description Prentice Hall, 1995. Hardcover. Book Condition: New. New item. Bookseller Inventory # QX-134-X0-4051104

More Information About This Seller | Ask Bookseller a Question

Buy New
63.75
Convert Currency

Add to Basket

Shipping: 8.04
Within U.S.A.
Destination, Rates & Speeds

8.

Haykin Simon
Published by Prentice-Hall
ISBN 10: 013322760X ISBN 13: 9780133227604
New Quantity Available: 1
Seller
Majestic Books
(London, ,, United Kingdom)
Rating
[?]

Book Description Prentice-Hall. Book Condition: New. pp. 989. Bookseller Inventory # 7344061

More Information About This Seller | Ask Bookseller a Question

Buy New
135.29
Convert Currency

Add to Basket

Shipping: 5.50
From United Kingdom to U.S.A.
Destination, Rates & Speeds