Extended-object or group-target tracking using random matrix with nonlinear measurements

J Lan, XR Li - IEEE Transactions on Signal Processing, 2019 - ieeexplore.ieee.org
For extended-object/group-target tracking (EOT/GTT), the random-matrix approach assumes
that measurements are linear in the state and noise with a covariance being a random …

Extended object tracking using random matrix with extension-dependent measurement numbers

J Lan - IEEE Transactions on Aerospace and Electronic …, 2023 - ieeexplore.ieee.org
For extended object tracking (EOT), a fluctuating number of measurements are generated by
a sensor at a time instant. In practice, the measurement number depends on the object …

Extended object tracking using random matrix with skewness

L Zhang, J Lan - IEEE Transactions on Signal Processing, 2020 - ieeexplore.ieee.org
For extended object tracking, the random matrix approach is a computationally efficient
framework that is capable of estimating the kinematic state, and extension of the object …

Tracking of extended object using random matrix with non-uniformly distributed measurements

L Zhang, J Lan - IEEE Transactions on Signal Processing, 2021 - ieeexplore.ieee.org
Extended object tracking (EOT) is gaining momentum in recent years. The random matrix
method is a popular EOT method, which has a simple yet effective framework. The existing …

Measurement Combination Estimator for Multi-Sensor Extended Object Tracking Using Random Matrix

X Zhang, J Lan - IEEE Transactions on Aerospace and …, 2023 - ieeexplore.ieee.org
For extended object tracking (EOT), the random-matrix approach has received extensive
attention. It is able to jointly estimate the kinematic state and extension of an extended …

Tracking of extended object or target group using random matrix—Part I: New model and approach

J Lan, XR Li - 2012 15th International Conference on …, 2012 - ieeexplore.ieee.org
The approach of using a random matrix for extended object and group target tracking (EOT
and GTT) is efficient. Designing and effectively applying this approach rely on modeling the …

Multiple extended target tracking with labeled random finite sets

M Beard, S Reuter, K Granström, BT Vo… - IEEE Transactions …, 2015 - ieeexplore.ieee.org
Targets that generate multiple measurements at a given instant in time are commonly known
as extended targets. These present a challenge for many tracking algorithms, as they violate …

Tracking of extended object or target group using random matrix: New model and approach

J Lan, XR Li - IEEE Transactions on Aerospace and Electronic …, 2016 - ieeexplore.ieee.org
The approach of using a random matrix for extended object and group target tracking (EOT
and GTT) is appealing when the scattering centers of the object or the group targets …

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 …

GP-PDA filter for extended target tracking with measurement origin uncertainty

Y Guo, Y Li, R Tharmarasa… - … on Aerospace and …, 2018 - ieeexplore.ieee.org
Extended target tracking (ETT) is an issue in high-resolution radar surveillance, ship
tracking, and video tracking. Most of the previous works focus on tracking an ellipsoidal …