Recursive filtering in the presence of biases with irreducible uncertanty

A simplification of the "separate-bias" algorithm described in [1] is afforded by the assumption that the covariance matrix of the bias cannot be reduced by the operation of the filter. The calculations are illustrated for a biased sensor governed by a first-order differential equation.