On the Uniqueness of the Estimate of Innovations Model

In this paper, a sufficient condition for identifying the Kalman gain and the covariance matrix of the innovations process is derived. Under the condition, the innovations model can uniquely be estimated in a generic sense by solving a semi-definite programming problem proposed in [8]. A numerical simulation illustrates the consistency of the proposed estimate.