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 …

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 …

A Multisubobject Approach to Dynamic Formation Target Tracking Using Random Matrices

Q Jiang, R Wang, J Zhang, R Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Bird flocks are typical group targets with various linear formations and high dynamics due to
swarm intelligence. This leads to several problems in traditional multisubobject group target …

Tracking a maneuvering target by multiple sensors using extended kalman filter with nested probabilistic-numerical linguistic information

X Wang, Z Xu, X Gou, L Trajković - IEEE Transactions on Fuzzy …, 2019 - ieeexplore.ieee.org
Tracking a maneuvering target is an important technology. Due to complex environment and
diversity of sensors, errors need to be optimized with respect to various motion states during …

Group Target Tracking for Highly Maneuverable Unmanned Aerial Vehicles Swarms: A Perspective

Y Chen, Y Jiao, M Wu, H Ma, Z Lu - Sensors, 2023 - mdpi.com
Group target tracking (GTT) is a promising approach for countering unmanned aerial
vehicles (UAVs). However, the complex distribution and high mobility of UAV swarms may …

Measurement transformation algorithm for extended target tracking

Y Liu, H Ji, Y Zhang - Signal Processing, 2021 - Elsevier
Extended target tracking algorithms require the estimation of the target's shape in addition to
its kinematic properties. The star-convex model can describe the details of the target's shape …

Seamless tracking of apparent point and extended targets using Gaussian process PMHT

X Tang, M Li, R Tharmarasa… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In practical target tracking scenarios, targets of different sizes (or extents) may be near or far
away from the sensor, which may result in targets appearing as point sources or as …

EM-based extended object tracking without a priori extension evolution model

S Liu, Y Liang, L Xu, T Li, X Hao - Signal Processing, 2021 - Elsevier
This paper proposes a novel extended object tracking (EOT) problem, in which the three
quantities of object extension (OE), including semi-axis lengths and orientation, are depicted …

2-D inverse synthetic aperture Ladar imaging and tracking of maneuvering extended Micro-Doppler UAVs in atmospheric turbulence with skewness

M Barbary, MH Abd ElAzeem - Mechanical Systems and Signal Processing, 2024 - Elsevier
The inverse synthetic aperture Ladar (ISAL) is an important system for observation of space
objects. Here, a 2-D ISAL imaging and tracking algorithm is proposed for low observable …

A GGIW-PHD filter for multiple non-ellipsoidal extended targets tracking with varying number of sub-objects

Y Gong, C Cui, B Wu - IEEE Access, 2021 - ieeexplore.ieee.org
When the extension state of the non-ellipsoidal extended target (NET) changes, the
performance of traditional multiple target tracking algorithms based on the constant number …