In this note, we investigate the asymptotic stability of the filter for minimum-variance unbiased input and state estimation developed by Gillijns and De Moor. Sufficient conditions for the stability are proposed and proven, with inspiration from the Kalman filter stability analysis. (C) 2012 Elsevier Ltd. All rights reserved.