화학공학소재연구정보센터
IEEE Transactions on Automatic Control, Vol.57, No.6, 1570-1574, 2012
EKF-Like Observer With Stability for a Class of Nonlinear Systems
An Extended-Kalman-Filter (EKF)-like observer is derived from a former observer result for a class of nonlinear systems, which can be written as a linear part in the unmeasured states on the one hand, and some additive nonlinearity with a triangular Jacobian on the other hand. It is shown how the previously presented excitation condition for exponential stability of the observer, extends to this EKF version. The observer is illustrated in simulation with two challenging examples, the first one in leak detection, and the second one in chaos synchronization.