 MHE reduces to the Kalman filter under certain simplifying conditions.A critical evaluation of the extended Kalman filter and MHE found improved performance of MHE with the only cost of improvement being the increased computational expense.Because of the computational expense, MHE has generally been applied to systems where there are greater computational resources and moderate to slow system dynamics.