2 citations · 3 across the 17 of their papers we have counts for
5 papers · 1 filter
MAINS: A Magnetic Field Aided Inertial Navigation System for Indoor Positioning
Chuan Huang, Gustaf Hendeby, Hassen Fourati +2
A Magnetic field Aided Inertial Navigation System (MAINS) for indoor navigation is proposed in this paper. MAINS leverages an array of magnetometers to measure spatial variations i…
Extended target tracking utilizing machine-learning software -- with applications to animal classification
Magnus Malmström, Anton Kullberg, Isaac Skog +2
This paper considers the problem of detecting and tracking objects in a sequence of images. The problem is formulated in a filtering framework, using the output of object-detection…
Fusion framework and multimodality for the Laplacian approximation of Bayesian neural networks
Magnus Malmström, Isaac Skog, Daniel Axehill +1
This paper considers the problem of sequential fusion of predictions from neural networks (NN) and fusion of predictions from multiple NN. This fusion strategy increases the robust…
Unified Linearization-based Nonlinear Filtering
Anton Kullberg, Isaac Skog, Gustaf Hendeby
This letter shows that the following three classes of recursive state estimation filters: standard filters, such as the extended Kalman filter; iterated filters, such as the iterat…
On the Relationship Between Iterated Statistical Linearization and Quasi-Newton Methods
Anton Kullberg, Martin A. Skoglund, Isaac Skog +1
This letter investigates relationships between iterated filtering algorithms based on statistical linearization, such as the iterated unscented Kalman filter (IUKF), and filtering…