3. Kernel Affine Projection Algorithms

  1. Weifeng Liu,
  2. José C. Príncipe and
  3. Simon Haykin

Published Online: 5 MAR 2010

DOI: 10.1002/9780470608593.ch3

Kernel Adaptive Filtering: A Comprehensive Introduction

Kernel Adaptive Filtering: A Comprehensive Introduction

How to Cite

Liu, W., Príncipe, J. C. and Haykin, S. (2010) Kernel Affine Projection Algorithms, in Kernel Adaptive Filtering: A Comprehensive Introduction, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470608593.ch3

Publication History

  1. Published Online: 5 MAR 2010
  2. Published Print: 12 FEB 2010

ISBN Information

Print ISBN: 9780470447536

Online ISBN: 9780470608593

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Keywords:

  • kernel affine projection algorithms and kernel least-mean-square (KLMS) algorithm;
  • sliding window gram matrix inversion;
  • LMS, KLMS, KAPA, SW-KRLS, and KRLS in Mackey–Glass time-series prediction

Summary

This chapter contains sections titled:

  • Affine Projection Algorithms

  • Kernel Affine Projection Algorithms

  • Error Reusing

  • Sliding Window Gram Matrix Inversion

  • Taxonomy for Related Algorithms

  • Computer Experiments

  • Conclusion

  • Endnotes