Principles of adaptive filters and self-learning systems
General Material Designation
[Book]
First Statement of Responsibility
/ A. Zaknich
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
[London]
Name of Publisher, Distributor, etc.
: Springer London,
Date of Publication, Distribution, etc.
, 2005.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xxii, 386 p. , ill. , 23 cm.
SERIES
Series Title
(Advanced textbooks in control and signal processing, 1439-2232)
GENERAL NOTES
Text of Note
JL20051129
Text of Note
RACQ20051013 CS
Text of Note
ESJ20051205
Text of Note
RACQ20051005 IS
NOTES PERTAINING TO PUBLICATION, DISTRIBUTION, ETC.
Text of Note
Electronic
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references (p. 373-380) and index.
CONTENTS NOTE
Text of Note
Part I. Introduction: -- 1. Adaptive filtering -- 2. Linear systems and stochastic processes -- Part II. Modelling: -- 3. Optimisation and least square estimation -- 4. Parametric signal and system modelling -- Part III. Classical filters and spectral analysis: -- 5. Optimum Wiener filter -- 6. Optimal Kalman filter -- 7. Power spectral density analysis -- Part IV. Adaptive filter theory: -- 8. Adaptive finite impulse response filters -- 9. Frequency domain adaptive filters -- 10. Adaptive Volterra filters -- 11. Adaptive control systems -- Part V. Nonclassical adaptive systems: -- 12. Introduction to neural networks -- 13. Introduction to fuzzy logic systems -- 14. Introduction to genetic algorithms -- Part VI. Adaptive filter application: -- 15. Applications of adaptive signal processing -- 16. Generic adaptive filter structures.
TOPICAL NAME USED AS SUBJECT
Adaptive filters , Design and construction , Mathematics