The Krylov-proportionate normalized least mean fourth approach: Formulation and performance analysis

@article{Sayin2015TheKN,
  title={The Krylov-proportionate normalized least mean fourth approach: Formulation and performance analysis},
  author={Muhammed O. Sayin and Yasin Yilmaz and Alper Demir and Suleyman Serdar Kozat},
  journal={Signal Processing},
  year={2015},
  volume={109},
  pages={1-13}
}
We propose novel adaptive filtering algorithms based on the mean-fourth error objective while providing further improvements on the convergence performance through proportionate update. We exploit the sparsity of the system in the mean-fourth error framework through the proportionate normalized least mean fourth (PNLMF) algorithm. In order to broaden the… CONTINUE READING