Global Stabilization of the Least Mean Fourth Algorithm

@article{Eweda2012GlobalSO,
  title={Global Stabilization of the Least Mean Fourth Algorithm},
  author={Eweda Eweda},
  journal={IEEE Transactions on Signal Processing},
  year={2012},
  volume={60},
  pages={1473-1477}
}
The least mean fourth algorithm has several stability problems. Its stability depends on the variance and distribution type of the adaptive filter input, the noise variance, and the initialization of the filter weights. The present correspondence provides a global solution to all these stability problems. This is achieved by normalizing the weight vector update term by a term that is fourth order in the regressor and second order in the estimation error. The former property stabilizes the… CONTINUE READING
Highly Cited
This paper has 70 citations. REVIEW CITATIONS

From This Paper

Figures, tables, and topics from this paper.

Citations

Publications citing this paper.
Showing 1-10 of 40 extracted citations

71 Citations

01020'13'15'17
Citations per Year
Semantic Scholar estimates that this publication has 71 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-10 of 19 references

Similar Papers

Loading similar papers…