Abstract: Based on the stochastic prediction theory and pole-assignment methdos, a new design scheme for a self-tuner is presented. It not only preserves the advantages of the usually-used pole-assignment self-tuning controllers but also overcomes the drawback that the performances of servo-tracking and stochastic regulation could not be satisfied simulataneously. The above conclusion have been verified by theoretical analysis and experimental results.