Unbiased estimator for identification of constant linear discrete systems

An unbiased estimator for real-time parameter identification and state estimation for constant linear discrete systems is presented. Bias correction is accomplished by taking account of the mean value of second-order terms which are generally neglected. The inclusion of the bias correction results in better performance for a quadratic cost criterion.