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A Low-Cost Modular Platform for Heterogeneous Data Acquisition with Accurate Interchannel Synchronization

Most experimental fields of science and engineering require the use of data acquisition systems (DAQ), devices in charge of sampling and converting electrical signals into digital data and, typically, performing all of the required signal preconditioning. Since commercial DAQ systems are normally fo...

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Detalles Bibliográficos
Autores principales: Blanco-Claraco, José Luis, López-Martínez, Javier, Torres-Moreno, José Luis, Giménez-Fernández, Antonio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4634429/
https://www.ncbi.nlm.nih.gov/pubmed/26516865
http://dx.doi.org/10.3390/s151027374
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author Blanco-Claraco, José Luis
López-Martínez, Javier
Torres-Moreno, José Luis
Giménez-Fernández, Antonio
author_facet Blanco-Claraco, José Luis
López-Martínez, Javier
Torres-Moreno, José Luis
Giménez-Fernández, Antonio
author_sort Blanco-Claraco, José Luis
collection PubMed
description Most experimental fields of science and engineering require the use of data acquisition systems (DAQ), devices in charge of sampling and converting electrical signals into digital data and, typically, performing all of the required signal preconditioning. Since commercial DAQ systems are normally focused on specific types of sensors and actuators, systems engineers may need to employ mutually-incompatible hardware from different manufacturers in applications demanding heterogeneous inputs and outputs, such as small-signal analog inputs, differential quadrature rotatory encoders or variable current outputs. A common undesirable side effect of heterogeneous DAQ hardware is the lack of an accurate synchronization between samples captured by each device. To solve such a problem with low-cost hardware, we present a novel modular DAQ architecture comprising a base board and a set of interchangeable modules. Our main design goal is the ability to sample all sources at predictable, fixed sampling frequencies, with a reduced synchronization mismatch (<1 μs) between heterogeneous signal sources. We present experiments in the field of mechanical engineering, illustrating vibration spectrum analyses from piezoelectric accelerometers and, as a novelty in these kinds of experiments, the spectrum of quadrature encoder signals. Part of the design and software will be publicly released online.
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spelling pubmed-46344292015-11-23 A Low-Cost Modular Platform for Heterogeneous Data Acquisition with Accurate Interchannel Synchronization Blanco-Claraco, José Luis López-Martínez, Javier Torres-Moreno, José Luis Giménez-Fernández, Antonio Sensors (Basel) Article Most experimental fields of science and engineering require the use of data acquisition systems (DAQ), devices in charge of sampling and converting electrical signals into digital data and, typically, performing all of the required signal preconditioning. Since commercial DAQ systems are normally focused on specific types of sensors and actuators, systems engineers may need to employ mutually-incompatible hardware from different manufacturers in applications demanding heterogeneous inputs and outputs, such as small-signal analog inputs, differential quadrature rotatory encoders or variable current outputs. A common undesirable side effect of heterogeneous DAQ hardware is the lack of an accurate synchronization between samples captured by each device. To solve such a problem with low-cost hardware, we present a novel modular DAQ architecture comprising a base board and a set of interchangeable modules. Our main design goal is the ability to sample all sources at predictable, fixed sampling frequencies, with a reduced synchronization mismatch (<1 μs) between heterogeneous signal sources. We present experiments in the field of mechanical engineering, illustrating vibration spectrum analyses from piezoelectric accelerometers and, as a novelty in these kinds of experiments, the spectrum of quadrature encoder signals. Part of the design and software will be publicly released online. MDPI 2015-10-27 /pmc/articles/PMC4634429/ /pubmed/26516865 http://dx.doi.org/10.3390/s151027374 Text en © 2015 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Blanco-Claraco, José Luis
López-Martínez, Javier
Torres-Moreno, José Luis
Giménez-Fernández, Antonio
A Low-Cost Modular Platform for Heterogeneous Data Acquisition with Accurate Interchannel Synchronization
title A Low-Cost Modular Platform for Heterogeneous Data Acquisition with Accurate Interchannel Synchronization
title_full A Low-Cost Modular Platform for Heterogeneous Data Acquisition with Accurate Interchannel Synchronization
title_fullStr A Low-Cost Modular Platform for Heterogeneous Data Acquisition with Accurate Interchannel Synchronization
title_full_unstemmed A Low-Cost Modular Platform for Heterogeneous Data Acquisition with Accurate Interchannel Synchronization
title_short A Low-Cost Modular Platform for Heterogeneous Data Acquisition with Accurate Interchannel Synchronization
title_sort low-cost modular platform for heterogeneous data acquisition with accurate interchannel synchronization
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4634429/
https://www.ncbi.nlm.nih.gov/pubmed/26516865
http://dx.doi.org/10.3390/s151027374
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