Recent advances in multisensor multitarget tracking using random finite set

K Da, T Li, Y Zhu, H Fan, Q Fu - Frontiers of Information Technology & …, 2021 - Springer
In this study, we provide an overview of recent advances in multisensor multitarget tracking
based on the random finite set (RFS) approach. The fusion that plays a fundamental role in …

[HTML][HTML] Overview of Bayesian sequential Monte Carlo methods for group and extended object tracking

L Mihaylova, AY Carmi, F Septier, A Gning… - Digital Signal …, 2014 - Elsevier
This work presents the current state-of-the-art in techniques for tracking a number of objects
moving in a coordinated and interacting fashion. Groups are structured objects …

Extended object tracking: Introduction, overview and applications

K Granstrom, M Baum, S Reuter - arxiv preprint arxiv:1604.00970, 2016 - arxiv.org
This article provides an elaborate overview of current research in extended object tracking.
We provide a clear definition of the extended object tracking problem and discuss its …

A PHD filter for tracking multiple extended targets using random matrices

K Granstrom, U Orguner - IEEE Transactions on Signal …, 2012 - ieeexplore.ieee.org
This paper presents a random set based approach to tracking of an unknown number of
extended targets, in the presence of clutter measurements and missed detections, where the …

Extended target tracking using a Gaussian-mixture PHD filter

K Granstrom, C Lundquist… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
This paper presents a Gaussian-mixture (GM) implementation of the probability hypothesis
density (PHD) filter for tracking extended targets. The exact filter requires processing of all …

Shape tracking of extended objects and group targets with star-convex RHMs

M Baum, UD Hanebeck - 14th International Conference on …, 2011 - ieeexplore.ieee.org
This paper is about tracking an extended object or a group target, which gives rise to a
varying number of measurements from different measurement sources. For this purpose, the …

An extended target CPHD filter and a gamma Gaussian inverse Wishart implementation

C Lundquist, K Granström… - IEEE Journal of Selected …, 2013 - ieeexplore.ieee.org
<? Pub Dtl=""?> This paper presents a cardinalized probability hypothesis density (CPHD)
filter for extended targets that can result in multiple measurements at each scan. The …

Extended object tracking with random hypersurface models

M Baum, UD Hanebeck - IEEE Transactions on Aerospace and …, 2014 - ieeexplore.ieee.org
The random hypersurface model (RHM) is introduced for estimating a shape approximation
of an extended object in addition to its kinematic state. An RHM represents the spatial extent …

Gamma Gaussian inverse Wishart probability hypothesis density for extended target tracking using X-band marine radar data

K Granström, A Natale, P Braca… - … on Geoscience and …, 2015 - ieeexplore.ieee.org
X-band marine radar systems represent a flexible and low-cost tool for the tracking of
multiple targets in a given region of interest. Although suffering several sources of …

Tracking rectangular and elliptical extended targets using laser measurements

K Granström, C Lundquist… - … Conference on Information …, 2011 - ieeexplore.ieee.org
This paper considers tracking of extended targets using data from laser range sensors. Two
types of extended target shapes are considered, rectangular and elliptical, and a method to …