Recursive Estimation in the Presence of a Control Parameter

A system containing an estimated parameter and a control parameter is analyzed. The measurement errors arc additive and the probability density function of the measurement error is concentrated on a finite interval with jumps at both ends. Recursive asymptotic optimal control strategies an estimate of the unknown parameter, and an asymptotic expression for the risk in the case of a large number of measurements are found for a quadratic loss function.