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 Kalmanfilter (IEKF) [6] when …
… (InEKF) extends the Extended KalmanFilter (EKF) by … how the Invariant Extended Kalman Filter (InEKF) can be … , we derive a Right Invariant Extended KalmanFilter (RInEKF) for general …
… In this article, we derive an invariant extended Kalmanfilter (InEKF) for a system containing … over standard quaternion-based extended Kalmanfilters (QEKFs) owing to superior …
S Bonnable, P Martin, E Salaün - Proceedings of the 48h IEEE …, 2009 - ieeexplore.ieee.org
… LEFT INVARIANT EXTENDED KALMANFILTER We now design a first Invariant Extended KalmanFilter, which can be seen as a generalization and an improvement of the MEKF. It is a …
… KalmanFilter (UKF) that mainly builds upon two components. First, the recent Lie group structure of SLAM advocated in the field of invariantfiltering… the-art Kalmanfilter based solutions. …
… Abstract: In the aerospace industry the (multiplicative) extended Kalmanfilter (EKF) is the … a slight variant of the EKF, namely the invariant extended Kalmanfilter (IEKF), when used as a …
… invariant extended Kalmanfilters (IEKF) on matrix Lie groups. These Kalmanfilters have an advantage over conventional extended Kalmanfilters as the error dynamics for such filters …
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 …
… This thesis investigates the invariant extended Kalmanfilter (… -affine process models and invariant measurement models. In fact… measurement models are often not invariant. The effect of …