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The kernel least mean square (KLMS) algorithm is the simplest algorithm in kernel adaptive filters. However, the network growth of KLMS is still an issue for preventing its online applications, especially when the length of training data is large. The Nyström method is an efficient method for curbing the growth of the network size. In this paper, we apply the Nyström method to the KLMS algorithm,...
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