Invariant kalman filtering

A Barrau, S Bonnabel - Annual Review of Control, Robotics, and …, 2018 - annualreviews.org
Kalman filter—or, more precisely, the extended Kalman filter (… field of invariant extended
Kalman filtering uses the … to the methodology of invariant Kalman filtering and to allow readers to …

The invariant extended Kalman filter as a stable observer

A Barrau, S Bonnabel - IEEE Transactions on Automatic …, 2016 - ieeexplore.ieee.org
invariant systems on Lie groups, nonlinear observers may be designed in such a way that the
left-invariant … In Section III, we focus on the invariant extended Kalman filter (IEKF) [6] when …

Invariant extended kalman filtering for underwater navigation

ER Potokar, K Norman… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
… (InEKF) extends the Extended Kalman Filter (EKF) by … how the Invariant Extended Kalman
Filter (InEKF) can be … , we derive a Right Invariant Extended Kalman Filter (RInEKF) for general …

Contact-aided invariant extended Kalman filtering for robot state estimation

R Hartley, M Ghaffari, RM Eustice… - … International Journal of …, 2020 - journals.sagepub.com
… In this article, we derive an invariant extended Kalman filter (InEKF) for a system containing
… over standard quaternion-based extended Kalman filters (QEKFs) owing to superior …

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 …

Invariant Kalman filtering for visual inertial SLAM

M Brossard, S Bonnabel… - 2018 21st International …, 2018 - ieeexplore.ieee.org
Kalman Filter (UKF) that mainly builds upon two components. First, the recent Lie group
structure of SLAM advocated in the field of invariant filtering… the-art Kalman filter based solutions. …

Three examples of the stability properties of the invariant extended Kalman filter

A Barrau, S Bonnabel - IFAC-PapersOnLine, 2017 - Elsevier
… Abstract: In the aerospace industry the (multiplicative) extended Kalman filter (EKF) is the …
a slight variant of the EKF, namely the invariant extended Kalman filter (IEKF), when used as a …

Invariant extended Kalman filter on matrix Lie groups

KS Phogat, DE Chang - Automatica, 2020 - Elsevier
invariant extended Kalman filters (IEKF) on matrix Lie groups. These Kalman filters have
an advantage over conventional extended Kalman filters as the error dynamics for such filters

A right invariant extended kalman filter for object based slam

Y Song, Z Zhang, J Wu, Y Wang… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
… In this paper, based on a novel Lie group structure, a right invariant extended Kalman
filter (RI-EKF) for object based SLAM is proposed. The observability analysis shows that the …

[图书][B] Practical considerations and extensions of the invariant extended Kalman filtering framework

J Arsenault - 2019 - search.proquest.com
… This thesis investigates the invariant extended Kalman filter (… -affine process models and
invariant measurement models. In fact… measurement models are often not invariant. The effect of …