Simulation and performance of an artificial retina for 40 MHz track reconstruction
Journal Article
·
· Journal of Instrumentation
- Politecnico and INFN-Milano (Italy)
- University and INFN-Pisa (Italy)
- Scuola Normale Superiore and INFN-Pisa (Italy)
- University and INFN-Pisa (Italy); Fermi National Accelerator Lab. (FNAL), Batavia, IL (United States)
- European Organization for Nuclear Research (CERN), Geneva (Switzerland)
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 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.
- Research Organization:
- Fermi National Accelerator Lab. (FNAL), Batavia, IL (United States)
- Sponsoring Organization:
- USDOE Office of Science (SC), High Energy Physics (HEP)
- Grant/Contract Number:
- AC02-07CH11359
- OSTI ID:
- 1395479
- Report Number(s):
- arXiv:1409.0898; FERMILAB-CONF-14-611-CMS; 1314984
- Journal Information:
- Journal of Instrumentation, Vol. 10, Issue 03; ISSN 1748-0221
- Publisher:
- Institute of Physics (IOP)Copyright Statement
- Country of Publication:
- United States
- Language:
- English
Cited by: 3 works
Citation information provided by
Web of Science
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