Tomoya Wada

Dictionary Learning for Gaussian Kernel Adaptive Filtering with Variablekernel Center and Width

This paper establishes an adaptive update method for the Gaussian kernel parameters in the application to the kernel adaptive filtering (KAF). In this method, the kernel parameters are all adaptive and data-driven, although they should be given or estimated by cross-validation. In terms of the Gauss…