Multiple Scattering Error Propagation in Particle Track Reconstruction
M.Pentia, G.Iorgovan, A.Mihul

TL;DR
This paper analyzes how multiple Coulomb scattering affects particle track reconstruction in silicon detectors, providing methods to estimate errors and improve the accuracy of particle characteristic measurements.
Contribution
It introduces a systematic approach to propagate multiple scattering errors and correlations into track fitting, enhancing the precision of particle parameter estimation.
Findings
Error estimates improve track fit accuracy
Correlation analysis refines vertex position determination
Method enhances resolution of particle flight direction
Abstract
Particle track reconstruction capabilities of the silicon tracking detector system have been studied. As the multiple Coulomb scattering (MCS) induces unavoidable uncertainties on the coordinate measurement, the corresponding error estimates and the associated correlations have been used to find the best track fit parameters and their errors. Finally it permits to find the proper particle characteristics, as vertex position and resolution, flight direction and the error.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsParticle Detector Development and Performance · Nuclear Physics and Applications · Electron and X-Ray Spectroscopy Techniques
