D Simon - IET Control Theory & Applications, 2010 - IET
… information and get better filtering performance than the Kalmanfilter provides. This … state constraints in the Kalmanfilter and its nonlinear modifications. If both the system and state …
R Senthil, K Janarthanan, J Prakash - Industrial & engineering …, 2006 - ACS Publications
… nonlinearobserver for a dynamic system. The main advantage of this framework is its transparency. That is, the model structure can be interpreted not only in terms of operating regimes…
… More precisely, we consider invariant observers (with constant non-linear gains) such that the estimation error follows a fully autonomous equation (that is does not even depend on the …
F Orderud - Proc. of Scandinavian Conference on Simulation and …, 2005 - forderud.github.io
… commonly used type of state estimator is the Kalmanfilter. It is … using the Kalmanfilter, resulting in an extended Kalmanfilter. … is the Kalman gain matrix, used in the update observer, and …
… nonlinearKalmanFiltering, this paper introduces a derivative-free KalmanFiltering approach which is suitable for state … using KalmanFiltering instead of a static-gain observer is that the …
… A full order observer is designed for a class of nonlinear … the observer is composed of an Extended High Gain Observer (… Extended KalmanFilter (EKF) for the estimation of the states of …
Y Song, JW Grizzle - 1992 American control conference, 1992 - ieeexplore.ieee.org
… Esentialy, the extended Kalmanfilter(EKF) is used as their observer ([3], [4]). The extended Kalmanfilter is a standard linearization method for approximate nonlinearfiltering. The …
… find the steady state gain [11]. In this work, we first present a nonlinear H∞ filter for Lipschitz … Riccati equation with that of the Extended KalmanFilter and study their implications. It is …
V Agarwal, H Parthasarathy - Nonlinear Dynamics, 2016 - Springer
… full nonlinearstate variable equations and stateobserver using … state estimation error by linearizing the nonlinearstate driving force as well as the measurement function about the state …