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Adaptive filtering [electronic resource] : algorithms and practical implementation / Paulo S.R. Diniz.

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In the fourth edition of Adaptive Filtering: Algorithms and Practical Implementation, author Paulo S.R. Diniz presents the basic concepts of adaptive signal processing and adaptive filtering in a concise and straightforward manner. The main classes of adaptive filtering algorithms are presented in a...

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Bibliographic Details
Online Access: Full Text (via Springer)
Main Author: Diniz, Paulo Sergio Ramirez, 1956-
Format: Electronic eBook
Language:English
Published: New York : Springer, ©2013.
Edition:4th ed.
Subjects:
Adaptive signal processing.
Adaptive filters.
Signal processing > Digital techniques.
Table of Contents:
  • Introduction to Adaptive Filtering
  • Fundamentals of Adaptive Filtering
  • The Least-Mean-Square (LMS) Algorithm
  • LMS-Based Algorithms
  • Conventional RLS Adaptive Filter
  • Data-Selective Adaptive Filtering
  • Adaptive Lattice-Based RLS Algorithms
  • Fast Transversal RLS Algorithms
  • QR-Decomposition-Based RLS Filters
  • Adaptive IIR Filters
  • Nonlinear Adaptive Filtering
  • Subband Adaptive Filters
  • Blind Adaptive Filtering
  • Complex Differentiation
  • Quantization Effects in the LMS Algorithm
  • Quantization Effects in the RLS Algorithm
  • Kalman Filters
  • Analysis of Set-Membership Affine Projection Algorithm.

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