Abstract: This letter investigates the least-squares identification and adaptive control problem for stochastic high-order nonlinear systems. Noting that none of the existing adaptive designs on ...

Abstract: Kernel adaptive filters (KAFs) have garnered significant attention for their efficacy in nonlinear function approximation within the framework of Reproducing Kernel Hilbert Space (RKHS).