Improving the Tracking of Subatomic Particles Using the Unscented Kalman Filter With Measurement Redundancy in High Energy Physics Experiments

Improving the Tracking of Subatomic Particles Using the Unscented Kalman Filter With Measurement Redundancy in High Energy Physics Experiments

In this paper, the unscented Kalman filter (UKF) is applied to a particle tracking problem in the high energy physics (HEP) experiments, where the determination of position and momentum associated to a particle with a high level of the desired accuracy, in the presence of multiple scattering and ion...

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Bibliographic Details
Main Authors: Zhaoxia Duan, Jahanzeb Akhtar, Imran Ghous, Muhammad Jawad, Ikramullah Khosa, Khurram Ali
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Accuracy
convergence
particle tracking
measurement redundancy
relative observability
unscented Kalman filtering
Online Access:https://ieeexplore.ieee.org/document/8708910/

Internet

https://ieeexplore.ieee.org/document/8708910/

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