The complex Gaussian kernel LMS algorithm

@inproceedings{Bouboulis2010TheCG,
  title={The complex Gaussian kernel LMS algorithm},
  author={Pantelis Bouboulis and Sergios Theodoridis},
  booktitle={ICANN 2010},
  year={2010}
}
Although the real reproducing kernels are used in an increasing number of machine learning problems, complex kernels have not, yet, been used, in spite of their potential interest in applications such as communications. In this work, we focus our attention on the complex gaussian kernel and its possible application in the complex Kernel LMS algorithm. In order to derive the gradients needed to develop the complex kernel LMS (CKLMS), we employ the powerful tool of Wirtinger’s Calculus, which has… CONTINUE READING
Highly Cited
This paper has 17 citations. REVIEW CITATIONS

From This Paper

Figures, tables, and topics from this paper.

Citations

Publications citing this paper.
Showing 1-9 of 9 extracted citations

References

Publications referenced by this paper.
Showing 1-10 of 23 references

Similar Papers

Loading similar papers…