Surface Response-based Behavioral Modeling of Accurate Digitizers: a Case Study on a Fast Digital Integrator at CERN

A statistical approach to behavioral modeling for assessing dynamic metrological performance during the concept design of accurate digitizers is proposed. A surface-response approach based on statistical experiment design is exploited for avoiding unrealistic hypothesis of linearity, optimizing simu...

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Detalles Bibliográficos
Autores principales: Arpaia, Pasquale, Inglese, Vitaliano, Spiezia, Giovanni, Tiso, Stefano
Lenguaje:eng
Publicado: 2007
Materias:
Accelerators and Storage Rings
Acceso en línea:https://dx.doi.org/10.1109/TIM.2008.2005855
http://cds.cern.ch/record/1092661
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author Arpaia, Pasquale
Inglese, Vitaliano
Spiezia, Giovanni
Tiso, Stefano
author_facet Arpaia, Pasquale
Inglese, Vitaliano
Spiezia, Giovanni
Tiso, Stefano
author_sort Arpaia, Pasquale
collection CERN
description A statistical approach to behavioral modeling for assessing dynamic metrological performance during the concept design of accurate digitizers is proposed. A surface-response approach based on statistical experiment design is exploited for avoiding unrealistic hypothesis of linearity, optimizing simulation, exploring operating conditions systematically, as well as verifying identification and validation uncertainty. An actual case study on the dynamic metrological characterization of a Fast Digital Integrator for high-performance magnetic measurements at the European Organization for Nuclear Research (CERN) is presented.
id cern-1092661
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2007
record_format invenio
spelling cern-10926612019-09-30T06:29:59Zdoi:10.1109/TIM.2008.2005855http://cds.cern.ch/record/1092661engArpaia, PasqualeInglese, VitalianoSpiezia, GiovanniTiso, StefanoSurface Response-based Behavioral Modeling of Accurate Digitizers: a Case Study on a Fast Digital Integrator at CERNAccelerators and Storage RingsA statistical approach to behavioral modeling for assessing dynamic metrological performance during the concept design of accurate digitizers is proposed. A surface-response approach based on statistical experiment design is exploited for avoiding unrealistic hypothesis of linearity, optimizing simulation, exploring operating conditions systematically, as well as verifying identification and validation uncertainty. An actual case study on the dynamic metrological characterization of a Fast Digital Integrator for high-performance magnetic measurements at the European Organization for Nuclear Research (CERN) is presented.CERN-AT-2007-026-MTMoai:cds.cern.ch:10926612007-08-30
spellingShingle Accelerators and Storage Rings
Arpaia, Pasquale
Inglese, Vitaliano
Spiezia, Giovanni
Tiso, Stefano
Surface Response-based Behavioral Modeling of Accurate Digitizers: a Case Study on a Fast Digital Integrator at CERN
title Surface Response-based Behavioral Modeling of Accurate Digitizers: a Case Study on a Fast Digital Integrator at CERN
title_full Surface Response-based Behavioral Modeling of Accurate Digitizers: a Case Study on a Fast Digital Integrator at CERN
title_fullStr Surface Response-based Behavioral Modeling of Accurate Digitizers: a Case Study on a Fast Digital Integrator at CERN
title_full_unstemmed Surface Response-based Behavioral Modeling of Accurate Digitizers: a Case Study on a Fast Digital Integrator at CERN
title_short Surface Response-based Behavioral Modeling of Accurate Digitizers: a Case Study on a Fast Digital Integrator at CERN
title_sort surface response-based behavioral modeling of accurate digitizers: a case study on a fast digital integrator at cern
topic Accelerators and Storage Rings
url https://dx.doi.org/10.1109/TIM.2008.2005855
http://cds.cern.ch/record/1092661
work_keys_str_mv AT arpaiapasquale surfaceresponsebasedbehavioralmodelingofaccuratedigitizersacasestudyonafastdigitalintegratoratcern
AT inglesevitaliano surfaceresponsebasedbehavioralmodelingofaccuratedigitizersacasestudyonafastdigitalintegratoratcern
AT spieziagiovanni surfaceresponsebasedbehavioralmodelingofaccuratedigitizersacasestudyonafastdigitalintegratoratcern
AT tisostefano surfaceresponsebasedbehavioralmodelingofaccuratedigitizersacasestudyonafastdigitalintegratoratcern

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