Ring Identification and Pattern Recognition in Ring Imaging Cherenkov (RICH) Detectors

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dc.creatorLester, Christopher Gorham
dc.date2005-08-04
dc.date.accessioned2026-07-07T06:27:34Z
dc.date.available2026-07-07T06:27:34Z
dc.descriptionAn algorithm for identifying rings in Ring Imaging Cherenkov (RICH) detectors is described. The algorithm is necessarily Bayesian and makes use of a Metropolis-Hastings Markov chain Monte Carlo sampler to locate the rings. In particular, the sampler employs a novel proposal function whose form is responsible for significant speed improvements over similar methods. The method is optimised for finding multiple overlapping rings in detectors which can be modelled well by the LHbC RICH toy model described herein.
dc.descriptionAbout 18 pages
dc.identifierhttps://arxiv.org/abs/physics/0508034
dc.identifierhttp://arxiv.org/abs/physics/0508034
dc.identifierNucl.Instrum.Meth. A560 (2006) 621-632
dc.identifierdoi:10.1016/j.nima.2006.01.073
dc.identifier.urihttp://salesiana.dossiersoluciones.com/handle/123456789/97448
dc.subjectInstrumentation and Detectors
dc.titleRing Identification and Pattern Recognition in Ring Imaging Cherenkov (RICH) Detectors
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