Table 1: Extended Kalman filtering neural network algorithm.

Extended Kalman filtering neural network

(1) Initialization
(2) Time update (forecast)
(3) Measurement update (correct)


and are process noise covariance and measurement noise covariance, respectively, is the Jacobian matrix of observable model, is the optimal predictive value for step according to step , and is the optimal filter estimate for step .