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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 …
Tightly coupling fusion of UWB ranging and IMU pedestrian dead reckoning for indoor localization
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 …
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
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 …
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
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 …
representing the extent of dynamic objects as an ellipsoid with a time-varying orientation …
Metrics for performance evaluation of elliptic extended object tracking methods
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 …
estimate its shape. As a consequence, it becomes necessary to incorporate both location …
Extended Kalman filter for extended object tracking
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 …
extended object based on a varying number of spatially distributed measurements. For this …
Multi-ellipsoidal extended target tracking with variational Bayes inference
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 …
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
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 …
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 …
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
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 …
extended object parameterized with orientation and semi-axes lengths. The methods …