Simulation and performance of an artificial retina for 40 MHz track reconstruction

Autor:	Abba, A., Bedeschi, F., Citterio, M., Caponio, F., Cusimano, A., Geraci, A., Marino, P., Morello, M. J., Neri, N., Punzi, G., Piucci, A., Ristori, L., Spinella, F., Stracka, S., Tonelli, D.
Rok vydání:	2014
Předmět:	Physics - Instrumentation and Detectors High Energy Physics - Experiment
Druh dokumentu:	Working Paper
DOI:	10.1088/1748-0221/10/03/C03008
Popis:	We present the results of a detailed simulation of the artificial retina pattern-recognition algorithm, designed to reconstruct events with hundreds of charged-particle tracks in pixel and silicon detectors at LHCb with LHC crossing frequency of $40\,\rm MHz$. Performances of the artificial retina algorithm are assessed using the official Monte Carlo samples of the LHCb experiment. We found performances for the retina pattern-recognition algorithm comparable with the full LHCb reconstruction algorithm. Comment: Final draft of WIT proceedings modified according to JINST referee's comments
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/1409.0898 Zobrazit plný text záznamu View this record from Arxiv