Observer design for nonlinear systems with equivariance
Equivariance is a common and natural property of many nonlinear control systems,
especially those associated with models of mechatronic and navigation systems. Such …
especially those associated with models of mechatronic and navigation systems. Such …
Equivariant systems theory and observer design
A wide range of system models in modern robotics and avionics applications admit natural
symmetries. Such systems are termed equivariant and the structure provided by the …
symmetries. Such systems are termed equivariant and the structure provided by the …
An equivariant filter for visual inertial odometry
P van Goor, R Mahony - 2021 IEEE International Conference …, 2021 - ieeexplore.ieee.org
Visual Inertial Odometry (VIO) is of great interest due the ubiquity of devices equipped with
both a monocular camera and Inertial Measurement Unit (IMU). Methods based on the …
both a monocular camera and Inertial Measurement Unit (IMU). Methods based on the …
Nonlinear observer design on SL (3) for homography estimation by exploiting point and line correspondences with application to image stabilization
Although homography estimation from correspondences of mixed-type features, namely
points and lines, has been relatively well studied with algebraic approaches by the computer …
points and lines, has been relatively well studied with algebraic approaches by the computer …
Constructive observer design for visual simultaneous localisation and mapping
Abstract Visual Simultaneous Localisation and Mapping (VSLAM) is a well-known problem
in robotics with a large range of applications. This paper presents a novel approach to …
in robotics with a large range of applications. This paper presents a novel approach to …
Invariant Kalman Filtering with Noise-Free Pseudo-Measurements
S Goffin, S Bonnabel, O Brüls… - 2023 62nd IEEE …, 2023 - ieeexplore.ieee.org
In this paper, we focus on developing an Invariant Extended Kalman Filter (IEKF) for
extended pose estimation for a noisy system with state equality constraints. We treat those …
extended pose estimation for a noisy system with state equality constraints. We treat those …
Equivariant Symmetries for Aided Inertial Navigation
A Fornasier - arXiv preprint arXiv:2407.14297, 2024 - arxiv.org
Respecting the geometry of the underlying system and exploiting its symmetry have been
driving concepts in deriving modern geometric filters for inertial navigation systems (INSs) …
driving concepts in deriving modern geometric filters for inertial navigation systems (INSs) …
Global asymptotic convergent observer for slam
SH Hashemi, J Mattila - IEEE Access, 2022 - ieeexplore.ieee.org
This paper investigates the global convergence problem of SLAM algorithms, a problem that
has been subject to topological obstacles. This is due to the fact that state-space of attitude …
has been subject to topological obstacles. This is due to the fact that state-space of attitude …
Exploiting polar symmetry in designing equivariant observers for vision-based motion estimation
Accurately estimating camera motion from image sequences poses a significant challenge
in computer vision and robotics. Many computer vision methods first compute the essential …
in computer vision and robotics. Many computer vision methods first compute the essential …
Equivariant Filters for Visual Spatial Awareness
P van Goor - 2023 - search.proquest.com
Algorithms that estimate the navigation states and local environment of a robotic vehicle are
core enabling technologies for autonomous systems. The first work that exploited symmetry …
core enabling technologies for autonomous systems. The first work that exploited symmetry …