The UKF was originally designed for the state-estimation problem, and has been applied in nonlinear control applications requiring full-state feedback [1]. In these applications, the dynamic model represents a physically based parametric model, and is assumed known. In this section, we extend the use of the UKF to a broader class of nonlinear estimation problems, with results presented below.