Mean-square performance of a family of affine projection algorithms

@article{Shin2004MeansquarePO,
  title={Mean-square performance of a family of affine projection algorithms},
  author={Hyun-Chool Shin and Ali H. Sayed},
  journal={IEEE Transactions on Signal Processing},
  year={2004},
  volume={52},
  pages={90-102}
}
Affine projection algorithms are useful adaptive filters whose main purpose is to speed the convergence of LMS-type filters. Most analytical results on affine projection algorithms assume special regression models or Gaussian regression data. The available analysis also treat different affine projection filters separately. This paper provides a unified treatment of the mean-square error, tracking, and transient performances of a family of affine projection algorithms. The treatment relies on… CONTINUE READING
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References

Publications referenced by this paper.
Showing 1-10 of 18 references

Convergence analysis of the binormailzed data-reusing LMS algorithm

J. Apolinário, Jr., M.L.R. Campos, P.S.R. Diniz
IEEE Trans. Signal Processing, vol. 48, pp. 3235–3242, Nov. 2000. • 2000
View 11 Excerpts
Highly Influenced

Convergence behavior of affine projection algorithms

IEEE Trans. Signal Processing • 2000
View 7 Excerpts
Highly Influenced

The partial-rank algorithm for adaptive beamforming

S. G. Kratzer, D. R. Morgan
Proc. SPIE Int. Soc. Opt. Eng., vol. 564, 1985, pp. 9–14. • 1985
View 5 Excerpts
Highly Influenced

Fundamentals of Adaptive Filtering [Book Review]

IEEE Control Systems • 2005
View 2 Excerpts

Transient analysis of adaptive filters with error nonlinearities

IEEE Trans. Signal Processing, vol. 51, pp. 653–663, Mar. 2003. • 2003
View 2 Excerpts

Acoustic Signal Processing for Telecommunication

S. L. Gay, J. Benesty
2000
View 2 Excerpts

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