Mean-square performance of a family of affine projection algorithms

  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},
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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