Persistence of Excitation in Uniformly Embedded Reproducing Kernel Hilbert (RKH) Spaces

摘要

This paper introduces two new notions of persistence of excitation (PE) in reproducing kernel Hilbert spaces (RKHS) that can be used to establish convergence of function estimates generated by the RKHS embedding method. The two PE conditions are proven to