Online dictionary learning for kernel LMS. Analysis and forward-backward splitting algorithm

22 Jun 2013Wei GaoJie ChenCédric RichardJianguo Huang

Adaptive filtering algorithms operating in reproducing kernel Hilbert spaces have demonstrated superiority over their linear counterpart for nonlinear system identification. Unfortunately, an undesirable characteristic of these methods is that the order of the filters grows linearly with the number of input data... (read more)

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