Adaptive output-feedback nonlinear control with parameter convergence

Analyses the parameter convergence properties of an adaptive control scheme for output-feedback nonlinear systems. The authors show that parameter convergence is guaranteed if an appropriately defined matrix, which is directly related to the regressor matrix but does not depend on closed-loop signals, is persistently exciting.