Convergence and H2-Property of the Discrete-Time Extended Kalman Filter Used as a Nonlinear Observer

An alternative method of analyzing the convergence of the discrete-time extended Kalman filter used as a deterministic nonlinear observer is shown. This work utilizes Lyapunov analysis techniques on the extended Kalman filter in the direct form to do convergence analysis with reduced assumptions on the system matrix.