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Farhang-Boroujeny, Behrouz

Adaptive Filters: Theory and Applications

Farhang-Boroujeny, Behrouz - Adaptive Filters: Theory and Applications, ebook

126,20€

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ISBN: 9781118591338
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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. Features include:
  • Accompanying diskette containing the MATLAB programs used throughout the book and providing an insight into adaptive filtering concepts
  • End-of-chapter exercises designed to extend results developed in the text and to sharpen the reader?s skill in theoretical development
  • MATLAB-based simulation problems which will enhance understanding of the behaviour of different adaptive algorithms
  • Thorough treatment of transform domain, frequency domain and subband adaptive filters
  • Section on eigenanalysis presenting the essential mathematics for the study of filters
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.

Keywords: Signal Processing, Adaptive Filters, Discrete-Time Systems, Least-Squares Estimation, Echo Cancellation, Active Noise Control, Data Transmission Systems Synchronization, Sensor Array Processing, Code Division Multiple Access Systems, OFDM Communication Systems, MIMO Communication Systems

Author(s)
Publisher
John Wiley and Sons, Inc.
Publication year
2013
Language
en
Edition
2
Page amount
800 pages
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (ePUB)
9781118591338
Printed ISBN
9780471983378

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