Estimation of a dispersion parameter in discrete Kalman filtering

In the application of the discrete Kalman filter, it occasionally happens that one of the noise covariance matrices is known except for a scalar multiplier. Algorithms are derived to estimate such a parameter using the covariance-matching technique.