Before revision: 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.
After revision: A critical evaluation of the extended Kalman filter and the MHE found that the MHE improved performance at the cost of increased computational expense.