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On the convergence of the unscented Kalman filter

open access: yesEuropean Journal of Control, 2021
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Eric Busvelle, Mohamed Aidene
exaly   +7 more sources

A Systematization of the Unscented Kalman Filter Theory [PDF]

open access: yesIEEE Transactions on Automatic Control, 2015
In this paper, we propose a systematization of the (discrete-time) Unscented Kalman Filter (UKF) theory. We gather all available UKF variants in the literature, present corrections to theoretical inconsistencies, and provide a tool for the construction of new UKF's in a consistent way. This systematization is done, mainly, by revisiting the concepts of
Alessandro do Nascimento Vargas   +2 more
exaly   +4 more sources
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Unscented Kalman filter of graph signals

Automatica, 2023
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Wenling Li   +3 more
openaire   +2 more sources

Transformed Unscented Kalman Filter

IEEE Transactions on Automatic Control, 2013
This technical note concerns the deterministic sampling points construction strategy for unscented Kalman filter (UKF) and cubature Kalman filter (CKF). From the numerical-integration viewpoint, a new deterministic sampling points set is derived by orthogonal transformation on the cubature points.
Lubin Chang   +3 more
openaire   +2 more sources

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