Decomposition of the extended Kalman filter
V. Sastry · IEEE Transactions on Automatic Control · 1971
The use of the extended Kalman filter as an approximate estimator for the states and parameters of nonlinear systems is well known. A decomposition is pointed out in this letter, which is possible with the usual augumentations of the state space by parameters, and which may lead to a more efficient computing algorithm.