Stability of consensus extended Kalman filter for distributed state estimation

G Battistelli, L Chisci - Automatica, 2016 - Elsevier
… algorithms which relies on the extended Kalman filter linearization paradigm. Consensus
is … It is shown that the considered family of distributed Extended Kalman Filters enjoys local …

Stable robust extended Kalman filter

HQ Mu, SC Kuok, KV Yuen - Journal of Aerospace Engineering, 2017 - ascelibrary.org
… In this paper, a stable and robust filter is proposed for structural identification. This filter
resolves the instability problems of the traditional extended Kalman filter (EKF). Instead of ad hoc …

An efficient implementation of the second order extended Kalman filter

M Roth, F Gustafsson - 14th International Conference on …, 2011 - ieeexplore.ieee.org
extended Kalman filter (EKF2) as a theoretically sound alternative to other similar algorithms
such as the unscented Kalman filter (… all sigma point filters has to be extended to get correct …

Adaptive, global, extended Kalman filters for training feedforward neural networks

TB Blank, SD Brown - Journal of chemometrics, 1994 - Wiley Online Library
… In this paper an adaptive variant of the global, extended Kalman filter that exhibits substantially
… Neural networks Non-linear multivariate regression Pattern classification Kalman filter

Applying the extended Kalman filter to systems described by nonlinear differential-algebraic equations

VM Becerra, PD Roberts, GW Griffiths - Control Engineering Practice, 2001 - Elsevier
… consists of a simplified extended Kalman filter that is integrated … the estimation involves a
bank of extended Kalman filters. … how a simple extended Kalman filter algorithm can solve the …

Real-time freeway traffic state estimation based on extended Kalman filter: a general approach

Y Wang, M Papageorgiou - Transportation Research Part B …, 2005 - Elsevier
… is developed based on the extended Kalman filter. First, a … linear systems, the Kalman
filter can also be extended for its … Kalman filter so obtained is called extended Kalman filter (…

Invariant extended Kalman filter: theory and application to a velocity-aided attitude estimation problem

S Bonnable, P Martin, E Salaün - Proceedings of the 48h IEEE …, 2009 - ieeexplore.ieee.org
… LEFT INVARIANT EXTENDED KALMAN FILTER We now design a first Invariant Extended
Kalman Filter, which can be seen as a generalization and an improvement of the MEKF. It is a …

Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs: Part 1. Background

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

Using the extended Kalman filter with a multilayer quasi‐geostrophic ocean model

G Evensen - Journal of Geophysical Research: Oceans, 1992 - Wiley Online Library
… In this paper the extended Kalman filter is used with a nonlinear multilayer quasi-geostrophic
(QG) model. This provides us with both a realistic ocean model and a very sophisticated …

General two-stage extended Kalman filters

CS Hsieh - IEEE Transactions on Automatic Control, 2003 - ieeexplore.ieee.org
… introduced to facilitate achieving this extension. As in the … extended Kalman filter (EKF), and
is shown to be equivalent to the EKF with a decoupled computing structure. A nonlinear filter