Theory of Affine Projection Algorithms for Adaptive Filtering

This book focuses on theoretical aspects of the affine projection algorithm (APA) for adaptive filtering. The APA is a natural generalization of the classical, normalized least-mean-squares (NLMS) algorithm. The book first explains how the APA evolved from the NLMS algorithm, where an affine project...

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Detaylı Bibliyografya
Yazar: Ozeki, Kazuhiko (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Tokyo : Springer Japan : 2016.
Imprint: Springer,
Edisyon:1st ed. 2016.
Seri Bilgileri:Mathematics for Industry, 22
Konular:
Signal processing.
Mathematical models.
Engineering mathematics.
Engineering > Data processing.
Projective geometry.
Signal, Speech and Image Processing.
Mathematical Modeling and Industrial Mathematics.
Mathematical and Computational Engineering Applications.
Projective Geometry.
Online Erişim:Full-text access
İçindekiler:
  • Introduction
  • Classical Adaptation Algorithms
  • Affine Projection Algorithm
  • Family of Affine Projection Algorithms
  • Convergence Behavior of APA
  • Reduction of Computational Complexity
  • Kernel Affine Projection Algorithm
  • Variable Parameter APAs
  • Appendix; Matrices.

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