Spectral Eigenfunction Decomposition for Kernel Adaptive Filtering

Kan Li, Jose C. Principe

Kernel adaptive filtering (KAF) integrates traditional linear algorithms with kernel methods to generate nonlinear solutions in the input space. The standard approach relies on the…