Optimal state estimation and parameters identification of MIMO uncertain discrete stochastic linear systems

The problem of optimal simultaneous state estimation and parameters identification of MIMO stochastic discrete linear time-invariant systems is formulated. The state and parameters observability form is introduced. This new representation of MIMO linear time-invariant systems enables application of the existing optimal estimation theory for linear stochastic time-varying systems to the solution of the problem.