An adaptive controller for a class of nonlinear system using direction basis function

Abstract

Adaptive controllers are investigated, using the direction basis function (DBF), for a class of nonlinear dynamical systems. Based on the criterion of Lyapunov stability, the DBF is designed which guarantees that the output of the controlled system asymptotically tracks the reference signals. Simulation shows the good tracking effectiveness of the adaptive controller.