Electrical impedance tomography using the extended Kalman filter

FC Trigo, R Gonzalez-Lima… - IEEE Transactions on …, 2004 - ieeexplore.ieee.org
Kalman filter cannot track accurately the whole range of conductivity changes during cardiac
and respiratory cycles. The extended Kalman filter … that uses the extended Kalman filter to …

Evaluation on state of charge estimation of batteries with adaptive extended Kalman filter by experiment approach

R Xiong, H He, F Sun, K Zhao - IEEE Transactions on Vehicular …, 2012 - ieeexplore.ieee.org
… with the Kalman filters, which improves the estimation accuracy in some extent. To improve
the performance of Kalman filters in SoC estimation, the adaptive extended Kalman filter (…

Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs: Part 3. State and parameter estimation

GL Plett - Journal of Power sources, 2004 - Elsevier
… In a series of three papers, we propose methods, based on extended Kalman filtering (EKF),
that are able to accomplish these goals for a lithium ion polymer battery pack. We expect …

Comparative analysis of backpropagation and the extended Kalman filter for training multilayer perceptrons

DW Ruck, SK Rogers, M Kabrisky… - IEEE transactions on …, 1992 - computer.org
… the extended Kalman filter. It was previously suggested in [4] that the extended Kalman filter
… the training methods indicated that the extended Kalman filtering approach was superior to …

Extended Kalman filter based learning algorithm for type-2 fuzzy logic systems and its experimental evaluation

MA Khanesar, E Kayacan… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
… sets, and it is shown that extended Kalman filter has a better performance as compared to …
function with the extended Kalman filter has noise rejection property. Kalman filter is also used …

Speed sensorless vector control of induction motor using extended Kalman filter

YR Kim, SK Sul, MH Park - IEEE Transactions on Industry …, 1994 - ieeexplore.ieee.org
… induction motor using an extended Kalman filter algorithm [81… to be augmented in the
extended Kalman filter, because the … algorithm that uses an extended Kalman filter to estimate the …

An adaptive extended Kalman filter for structural damage identifications II: unknown inputs

JN Yang, S Pan, H Huang - … Control and Monitoring and of the …, 2007 - Wiley Online Library
… Time domain analysis methodologies based on measured vibration data, such as the least
squares estimation and the extended Kalman filter (EKF), have been studied and shown to …

Localized extended kalman filter for scalable real-time traffic state estimation

CPIJ Van Hinsbergen, T Schreiter… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
… A popular method that does so is the extended Kalman filter (EKF). This not only provides
a way to use traffic data to correct the model state but also allows for filtering of measurement …

Extended Kalman filtering with stochastic nonlinearities and multiple missing measurements

J Hu, Z Wang, H Gao, LK Stergioulas - Automatica, 2012 - Elsevier
… In this paper, the extended Kalman filtering problem is investigated for a class of nonlinear
systems with multiple missing measurements over a finite horizon. Both deterministic and …

Parameter estimation method using an extended Kalman filter

ED Blanchard, A Sandu, C Sandu - 2007 - ro.uow.edu.au
Fast parameter estimation is a non-trivial task, and it is critical when the system parameters
evolve with time, as demanded in real-time control applications. In this study, a new …