[PDF][PDF] Nonlinear state observers and extended Kalman filters for battery systems

A Rauh, SS Butt, H Aschemann - International Journal of Applied …, 2013 - intapi.sciendo.com
… paper are, firstly, a nonlinear Luenberger-type state observer with an offline calculated gain
Kalman filter and, thirdly, a hybrid extended Kalman filter, where the corresponding filter

Kalman filtering with state constraints: a survey of linear and nonlinear algorithms

D Simon - IET Control Theory & Applications, 2010 - IET
… information and get better filtering performance than the Kalman filter provides. This … state
constraints in the Kalman filter and its nonlinear modifications. If both the system and state

Nonlinear state estimation using fuzzy Kalman filter

R Senthil, K Janarthanan, J Prakash - Industrial & engineering …, 2006 - ACS Publications
nonlinear observer 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…

Non-linear state error based extended Kalman filters with applications to navigation

A Barrau - 2015 - hal.science
… 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 …

[PDF][PDF] Comparison of kalman filter estimation approaches for state space models with nonlinear measurements

F Orderud - Proc. of Scandinavian Conference on Simulation and …, 2005 - forderud.github.io
… commonly used type of state estimator is the Kalman filter. It is … using the Kalman filter, resulting
in an extended Kalman filter. … is the Kalman gain matrix, used in the update observer, and …

A derivative-free Kalman filtering approach to state estimation-based control of nonlinear systems

GG Rigatos - IEEE transactions on industrial electronics, 2011 - ieeexplore.ieee.org
nonlinear Kalman Filtering, this paper introduces a derivative-free Kalman Filtering approach
which is suitable for state … using Kalman Filtering instead of a static-gain observer is that the …

Nonlinear observers comprising high-gain observers and extended Kalman filters

AMM Boker, HK Khalil - Automatica, 2013 - Elsevier
… A full order observer is designed for a class of nonlinear … the observer is composed of an
Extended High Gain Observer (… Extended Kalman Filter (EKF) for the estimation of the states of …

The extended Kalman filter as a local asymptotic observer for nonlinear discrete-time systems

Y Song, JW Grizzle - 1992 American control conference, 1992 - ieeexplore.ieee.org
… Esentialy, the extended Kalman filter(EKF) is used as their observer ([3], [4]). The extended
Kalman filter is a standard linearization method for approximate nonlinear filtering. The …

A comparative study of extended Kalman filter and an optimal nonlinear observer for state estimation

A Valibeygi, K Vijayaraghavan - 2017 American Control …, 2017 - ieeexplore.ieee.org
… 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 Kalman Filter and study their implications. It is …

Disturbance estimator as a state observer with extended Kalman filter for robotic manipulator

V Agarwal, H Parthasarathy - Nonlinear Dynamics, 2016 - Springer
… full nonlinear state variable equations and state observer using … state estimation error by
linearizing the nonlinear state driving force as well as the measurement function about the state