Extended Kalman filter modifications based on an optimization view point

MA Skoglund, G Hendeby… - 2015 18th International …, 2015 - ieeexplore.ieee.org
… An iterative version of EKF is the iterative extended Kalman filter (IEKF, [2]) which re-linearises
the measurement Jacobian at the updated state and applies the measurement update …

A stochastic analysis of a modified gain extended Kalman filter with applications to estimation with bearings only measurements

T Song, J Speyer - IEEE Transactions on Automatic Control, 1985 - ieeexplore.ieee.org
Kalman filter (MGEKF). A sufficient condition for the estimation … extended Kalman filter often
shows erratic behavior. … how the EKO (the extended Kalman observer) can be manipulated …

Speed-sensorless estimation for induction motors using extended Kalman filters

M Barut, S Bogosyan, M Gokasan - IEEE Transactions on …, 2007 - ieeexplore.ieee.org
… using extended Kalman filter,” IEEE Trans. Ind. Appl., vol. … extended Kalman filter,” IEEE
Trans. Ind. Electron., vol. … drives using the extended Kalman filter technique,” Proc. Inst. Electr. …

An extended Kalman filter for quaternion-based orientation estimation using MARG sensors

JL Marins, X Yun, ER Bachmann… - … 2001 IEEE/RSJ …, 2001 - ieeexplore.ieee.org
… Abstract: This paper presents an extended Kalman filter for real-time estimation of rigid body
orientation using the newly developed MARG (Magnetic, Angular Rate, and Gravity) sensors…

A novel method for state of energy estimation of lithium-ion batteries using particle filter and extended Kalman filter

X Lai, Y Huang, X Han, H Gu, Y Zheng - Journal of Energy Storage, 2021 - Elsevier
… In this study, a novel SOE estimation method based on the PF and extended Kalman filter
(EKF) algorithms is proposed. In this method, the PF algorithm is used for the SOE estimation, …

Extended Kalman Filter framework for forecasting shoreline evolution

JW Long, NG Plant - Geophysical Research Letters, 2012 - Wiley Online Library
… [Kalman, 1960; Wan and Van Der Merwe, 2001]. Here, we use the joint extended Kalman
Filter (hereinafter still referred to as eKF) which uses the general Kalman Filter algorithm but …

Posterior mode estimation by extended Kalman filtering for multivariate dynamic generalized linear models

L Fahrmeir - Journal of the American Statistical Association, 1992 - Taylor & Francis
… In this article, we suggest a generalization ofthe well-known extended Kalman filter and
smoother (shortened EKFS) for nonlinear conditionally Gaussian models as a recursive ap…

Demonstration of adaptive extended Kalman filter for low‐earth‐orbit formation estimation using CDGPS

FD Busse, JP How, J Simpson - Navigation, 2003 - Wiley Online Library
… This paper has focused on demonstrating that a simple yet robust extended Kalman filter
is sufficient to achieve centimeter-level accuracy for formation estimation. Adaptive filtering

Extended Kalman filter tuning in sensorless PMSM drives

S Bolognani, L Tubiana… - IEEE Transactions on …, 2003 - ieeexplore.ieee.org
… THE extended Kalman filter (EKF) is an optimal estimator in the least-square sense for …
Owing to negligence of the mechanical equation in the Kalman filter model, the estimated speed …

Adaptive robust extended Kalman filter for nonlinear stochastic systems

K Xiong, H Zhang, L Liu - IET Control Theory & Applications, 2008 - IET
… Abstract: The authors analyse the error behaviour of the robust extended Kalman filter (REKF)
for … REKF over the usual extended Kalman filter (EKF), the REKF and the adaptive EKF. …