Abstract: Novel nonlinear functions are introduced to construct first-order nonlinear filters to address the following critical issues encountered in widely used dynamic surface control (DSC) methods.

Abstract: This article proposes an adjustable-error neural network (NN) approximator and incorporates it into the adaptive neural tracking controller design of ...