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L1 track triggering with associative memory for the CMS HL-LHC tracker

One of the proposed solutions currently under study in Compact Muon Solenoid (CMS) collaboration [1] to reconstruct tracks at the first level trigger (L1) for the High Luminosity - Large Hadron Collider (HL-LHC) is based on the usage of Associative Memory [2] (AM) chips. The tracker information is f...

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Detalles Bibliográficos
Autor principal: Sabes, David
Lenguaje:eng
Publicado: 2014
Materias:
Acceso en línea:https://dx.doi.org/10.1088/1748-0221/9/11/C11014
http://cds.cern.ch/record/2025864
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author Sabes, David
author_facet Sabes, David
author_sort Sabes, David
collection CERN
description One of the proposed solutions currently under study in Compact Muon Solenoid (CMS) collaboration [1] to reconstruct tracks at the first level trigger (L1) for the High Luminosity - Large Hadron Collider (HL-LHC) is based on the usage of Associative Memory [2] (AM) chips. The tracker information is first reduced to suppress low p(T) tracks and sent to boards equipped with AM chips. Each AM compares the tracker information with pre-calculated expectations (pattern matching) in a very short time (order of a μs), therefore providing a solution to the challenging computational problem of pattern recognition in a very busy environment. Associated to fast track fit methods, like the Hough transform, the AM approach should be able to fulfil the very demanding requirements of L1 tracking. The proposed architecture for the AM-based L1 track reconstruction system will be presented, together with the latest results obtained using a complete software emulation of this system.
id oai-inspirehep.net-1329029
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2014
record_format invenio
spelling oai-inspirehep.net-13290292019-09-30T06:29:59Zdoi:10.1088/1748-0221/9/11/C11014http://cds.cern.ch/record/2025864engSabes, DavidL1 track triggering with associative memory for the CMS HL-LHC trackerDetectors and Experimental TechniquesOne of the proposed solutions currently under study in Compact Muon Solenoid (CMS) collaboration [1] to reconstruct tracks at the first level trigger (L1) for the High Luminosity - Large Hadron Collider (HL-LHC) is based on the usage of Associative Memory [2] (AM) chips. The tracker information is first reduced to suppress low p(T) tracks and sent to boards equipped with AM chips. Each AM compares the tracker information with pre-calculated expectations (pattern matching) in a very short time (order of a μs), therefore providing a solution to the challenging computational problem of pattern recognition in a very busy environment. Associated to fast track fit methods, like the Hough transform, the AM approach should be able to fulfil the very demanding requirements of L1 tracking. The proposed architecture for the AM-based L1 track reconstruction system will be presented, together with the latest results obtained using a complete software emulation of this system.oai:inspirehep.net:13290292014
spellingShingle Detectors and Experimental Techniques
Sabes, David
L1 track triggering with associative memory for the CMS HL-LHC tracker
title L1 track triggering with associative memory for the CMS HL-LHC tracker
title_full L1 track triggering with associative memory for the CMS HL-LHC tracker
title_fullStr L1 track triggering with associative memory for the CMS HL-LHC tracker
title_full_unstemmed L1 track triggering with associative memory for the CMS HL-LHC tracker
title_short L1 track triggering with associative memory for the CMS HL-LHC tracker
title_sort l1 track triggering with associative memory for the cms hl-lhc tracker
topic Detectors and Experimental Techniques
url https://dx.doi.org/10.1088/1748-0221/9/11/C11014
http://cds.cern.ch/record/2025864
work_keys_str_mv AT sabesdavid l1tracktriggeringwithassociativememoryforthecmshllhctracker