Stochastic Properties of the Membership Set in the Presence of Disturbance and Parameter Uncertainty

Abstract

The diameter of the membership set in the presence of disturbance and parameter uncertainty is estimated probabilistically for a finite number of samples, where the regressor is persistently exciting and the disturbance and the parameter uncertainty take their extreme values with a probability. It is also shown that the diameter converges to zero as the number of samples tends to infinity.