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...
Κύριος συγγραφέας: | |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Tokyo :
Springer Japan : Imprint: Springer,
2016.
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Σειρά: | Mathematics for Industry,
22 |
Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- 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.