The complex Gaussian kernel LMS algorithm

  title={The complex Gaussian kernel LMS algorithm},
  author={Pantelis Bouboulis and Sergios Theodoridis},
  booktitle={ICANN 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
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