Recent advances in multisensor multitarget tracking using random finite set
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 …
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
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 …
moving in a coordinated and interacting fashion. Groups are structured objects …
Extended object tracking: Introduction, overview and applications
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 …
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
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 targets, in the presence of clutter measurements and missed detections, where the …
Extended target tracking using a Gaussian-mixture PHD filter
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 …
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
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 …
varying number of measurements from different measurement sources. For this purpose, the …
An extended target CPHD filter and a gamma Gaussian inverse Wishart implementation
<? 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 …
filter for extended targets that can result in multiple measurements at each scan. The …
Extended object tracking with random hypersurface models
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 …
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
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 …
multiple targets in a given region of interest. Although suffering several sources of …
Tracking rectangular and elliptical extended targets using laser measurements
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 …
types of extended target shapes are considered, rectangular and elliptical, and a method to …