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 …

Tightly coupling fusion of UWB ranging and IMU pedestrian dead reckoning for indoor localization

R Ali, R Liu, A Nayyar, B Qureshi, Z Cao - IEEE Access, 2021 - ieeexplore.ieee.org
Ultra-wideband (UWB) and inertial measurement unit (IMU) fusion is an efficient method to
resolve the uncertainties of UWB in non-line-of-sight (NLOS) situations because of signals …

Tracking the orientation and axes lengths of an elliptical extended object

S Yang, M Baum - IEEE Transactions on Signal Processing, 2019 - ieeexplore.ieee.org
Extended object tracking considers the simultaneous estimation of the kinematic state and
the shape parameters of a moving object based on a varying number of noisy detections …

Random matrix based extended target tracking with orientation: A new model and inference

B Tuncer, E Özkan - IEEE Transactions on Signal Processing, 2021 - ieeexplore.ieee.org
In this study, we propose a novel extended target tracking algorithm which is capable of
representing the extent of dynamic objects as an ellipsoid with a time-varying orientation …

Metrics for performance evaluation of elliptic extended object tracking methods

S Yang, M Baum, K Granström - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
The objective of extended object tracking is to simultaneously track a target object and
estimate its shape. As a consequence, it becomes necessary to incorporate both location …

Extended Kalman filter for extended object tracking

S Yang, M Baum - … conference on acoustics, speech and signal …, 2017 - ieeexplore.ieee.org
In this work, we present a novel method for tracking an elliptical shape approximation of an
extended object based on a varying number of spatially distributed measurements. For this …

Multi-ellipsoidal extended target tracking with variational Bayes inference

B Tuncer, U Orguner, E Özkan - IEEE Transactions on signal …, 2022 - ieeexplore.ieee.org
In this work, we propose a novel extended target tracking algorithm, which is capable of
representing a target or a group of targets with multiple ellipses. Each ellipse is modeled by …

Automotive radar-based vehicle tracking using data-region association

X Cao, J Lan, XR Li, Y Liu - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
For automotive radar-based extended object tracking, this paper proposes a new approach,
which jointly estimates the kinematic state and the extension of a vehicle. The vehicle's …

Extended object tracking via positive and negative information fusion

S Lee, J McBride - IEEE Transactions on Signal Processing, 2019 - ieeexplore.ieee.org
In this paper, a new information fusion and state estimation algorithm is proposed for
extended object tracking. An extended object has a spatial extent that is relatively larger …

A comparison of Kalman filter-based approaches for elliptic extended object tracking

K Thormann, S Yang, M Baum - 2020 IEEE 23rd International …, 2020 - ieeexplore.ieee.org
In this work, we discuss and compare Kalman filter-based approaches for tracking an elliptic
extended object parameterized with orientation and semi-axes lengths. The methods …