Several extensions in methods for adaptive output feedback control

Abstract

Several extensions to neural network based adaptive output feedback control of nonlinear systems are developed. An extension that permits the introduction of e-modification. In an error observer based approach is given. For the case of non-affine systems, we eliminate a fixed-point assumption that has appeared in earlier work, and clarify the role that knowledge of the sign of control effectiveness plays in adaptive control.