Adaptive Filters: Theory and Applications - FARHANG-BOROUJENY, B.

Adaptive Filters: Theory and Applications

B. FARHANG-BOROUJENY

Yayınevi: John Wiley

ISBN: 9780471983378

Ciltli | İngilizce | 548 Sayfa |

Tür: Elektrik-Elektronik

  • Temin Süresi 28 - 42 iş günü

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This enlightened engineering approach to the study of adaptive filters employs MATLAB. computer simulations to clarify theoretical results. A highly accessible text, Adaptive Filters elucidates the concept of convergence and provides many application examples. The comprehensive coverage includes the theory of Wiener filters, eigenanalysis, the complete family of LMS-based algorithms, recursive least-squares and a new treatment of tracking.

A valuable student resource and an essential technical reference for signal processing engineers in industry, Adaptive Filters presents a broad subject overview with emphasis on new developments and popular applications.

Table of Contents:
Discrete-Time Signals and Systems.
Wiener Filters.
Eigenanalysis and the Performance Surface.
Search Methods.
The LMS Algorithm.
Transform Domain Adaptive Filters.
Block Implementation of Adaptive Filters.
Subband Adaptive Filters.
IIR Adaptive Filters.
Lattice Filters.
Method of Least Squares.
Fast RLS Algorithms.
Tracking.
Appendix.
References.
Index.

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