A tutorial on multiple extended object tracking

K Granström, M Baum - Authorea Preprints, 2022 - techrxiv.org
This tutorial introduces state-of-the-art methods for tracking multiple spatially extended
objects based on unlabeled noisy point clouds, eg, from radar or lidar sensors. In the first …

Best fit of mixture for multi-sensor Poisson multi-Bernoulli mixture filtering

T Li, Y **
(SLAM), due to their inherent geometric connection to the propagation environment and the …

Non-ellipsoidal infrared group/extended target tracking based on Poisson multi-Bernoulli mixture filter and B-spline

Y Wang, X Chen, C Gong, P Rao - Remote Sensing, 2023 - mdpi.com
This study provides a solution for multiple group/extended target tracking with an arbitrary
shape. Many tracking approaches for extended/group targets have been proposed …

Poisson multi-Bernoulli mixture filter with general target-generated measurements and arbitrary clutter

ÁF García-Fernández, Y **a… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article shows that the Poisson multi-Bernoulli mixture (PMBM) density is a multi-target
conjugate prior for general target-generated measurement distributions and arbitrary clutter …

Trajectory PMB filters for extended object tracking using belief propagation

Y **a, ÁF García-Fernández, F Meyer… - … on Aerospace and …, 2023 - ieeexplore.ieee.org
In this article, we propose a Poisson multi-Bernoulli (PMB) filter for extended object tracking
(EOT), which directly estimates the set of object trajectories, using belief propagation (BP) …

Neural enhanced belief propagation for data association in multiobject tracking

M Liang, F Meyer - 2022 25th International Conference on …, 2022 - ieeexplore.ieee.org
Situation-aware technologies enabled by multiobject tracking (MOT) methods will create
new services and applications in fields such as autonomous navigation and applied ocean …

Reconfigurable and static em skins on vehicles for localization

D Tagliaferri, M Mizmizi, G Oliveri… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Electromagnetic skins (EMSs) have been recently considered as a booster for wireless
sensing, but their usage on mobile targets is relatively novel and could be of interest when …