عنوان

Adaptive filter theory /

(Number (ISBN

013267145X

(Number (ISBN

9780132671453

Title Proper

Adaptive filter theory /

General Material Designation

[Book]

First Statement of Responsibility

Simon Haykin, Communications Research Laboratory, McMaster University, Hamilton, Ontario, Canada.

Edition Statement

Fifth edition.

Place of Publication, Distribution, etc.

Upper Saddle River, New Jersey :

Name of Publisher, Distributor, etc.

Pearson,

Date of Publication, Distribution, etc.

[2014]

Specific Material Designation and Extent of Item

xvii, 889 pages :

Other Physical Details

illustrations ;

Dimensions

25 cm

Text of Note

Includes bibliographical references (pages 846-878) and index.

Text of Note

Preface -- Acknowledgments -- Background and preview -- Stochastic processes and models -- Wiener filters -- Linear prediction -- Method of steepest descent -- Method of stochastic gradient descent -- The least-mean-square (LMS) algorithm -- Normalized least-mean-square (LMS) algorithm and its generalization -- Block-adaptive filters -- Method of least-squares -- The recursive least-square (RLS) algorithm -- Robustness -- Finite-precision effects -- Adaptation in nonstationary environments -- Kalman filters -- Square-root adaptive filtering algorithms -- Order-recursive adaptive filtering algorithm -- Blind deconvention -- Epilogue -- Appendix A: Theory of complex variables -- Appendix B: Wirtinger calculus for computing complex gradients -- Appendix C: Method of Lagrange multipliers -- Appendix D: Estimation theory -- Appendix E: Eigenanalysis -- Appendix F: Langevin equation of nonequilibrium thermodynamics -- Appendix G: Rotations and reflections -- Appendix H: Complex Wishart distribution.

0

Adaptive filters.

Adaptive filters.

Number

Edition

Class number

Book number

Haykin, Simon S.,1931-

Date of Transaction

20200822085447.0

Cataloguing Rules (Descriptive Conventions))

rda

Electronic name

[Book]

Y