This paper is divided into two parts. The first part is concerned with the performance loss of the discrete-time Kalman filter designed on the basis of the model with errors in both dynamical and observation systems. The difference equation which describes the evolution of the covariance matrix of actual estimation error is derived. Some numerical results are shown as the illustration of the technique.