Improving the performance of analog acquisition in low-power low-range microcontrollers.

Belzarena, Diego - Marrero, Giannina - Rijo, María Sofía - Oreggioni, Julián

Resumen:

Low-power low-range microcontrollers provide the means to acquire analog signals. This work focuses on the development of a real-time embedded system that acquires and processes analog signals using the MSP430G2553 microcontroller, which could be valuable for the recording of biopotentials. We aim to push this system to its limits in terms of throughput, identifying the bottlenecks that restrict the maximum sample frequency. In short, our system is capable of acquiring, processing, and transmitting using UART communication eight analog channels at an effective throughput of 729 kbps. This throughput is achieved by improving the performance of each of the system's building blocks and implementing a simple yet effective data packing scheme. In addition, we propose another packing scheme that offers the means to detect the loss of information and synchronize the data acquisition while slightly reducing the effective throughput (625 kbps).


Detalles Bibliográficos
2024
Este trabajo fue parcialmente financiado por CSIC (Comisión Sectorial de Investigación Científica, Udelar, Uruguay) y el Proyecto Erasmus-NEON, 618942-EPP-1-2020-1-AT-EPPKA2-CBHE-JP.
Time-frequency analysis
Embedded systems
Microcontrollers
Memory management
Random access memory
Packet loss
Throughput
Inglés
Universidad de la República
COLIBRI
https://hdl.handle.net/20.500.12008/44727
Acceso abierto
Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)
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author Belzarena, Diego
author2 Marrero, Giannina
Rijo, María Sofía
Oreggioni, Julián
author2_role author
author
author
author_facet Belzarena, Diego
Marrero, Giannina
Rijo, María Sofía
Oreggioni, Julián
author_role author
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collection COLIBRI
dc.contributor.filiacion.none.fl_str_mv Belzarena Diego, Universidad de la República (Uruguay). Facultad de Ingeniería.
Marrero Giannina, Universidad de la República (Uruguay). Facultad de Ingeniería.
Rijo María Sofía, Universidad de la República (Uruguay). Facultad de Ingeniería.
Oreggioni Julián, Universidad de la República (Uruguay). Facultad de Ingeniería.
dc.creator.none.fl_str_mv Belzarena, Diego
Marrero, Giannina
Rijo, María Sofía
Oreggioni, Julián
dc.date.accessioned.none.fl_str_mv 2024-07-12T14:07:48Z
dc.date.available.none.fl_str_mv 2024-07-12T14:07:48Z
dc.date.issued.none.fl_str_mv 2024
dc.description.abstract.none.fl_txt_mv Low-power low-range microcontrollers provide the means to acquire analog signals. This work focuses on the development of a real-time embedded system that acquires and processes analog signals using the MSP430G2553 microcontroller, which could be valuable for the recording of biopotentials. We aim to push this system to its limits in terms of throughput, identifying the bottlenecks that restrict the maximum sample frequency. In short, our system is capable of acquiring, processing, and transmitting using UART communication eight analog channels at an effective throughput of 729 kbps. This throughput is achieved by improving the performance of each of the system's building blocks and implementing a simple yet effective data packing scheme. In addition, we propose another packing scheme that offers the means to detect the loss of information and synchronize the data acquisition while slightly reducing the effective throughput (625 kbps).
dc.description.sponsorship.none.fl_txt_mv Este trabajo fue parcialmente financiado por CSIC (Comisión Sectorial de Investigación Científica, Udelar, Uruguay) y el Proyecto Erasmus-NEON, 618942-EPP-1-2020-1-AT-EPPKA2-CBHE-JP.
dc.format.extent.es.fl_str_mv 6 p.
dc.format.mimetype.es.fl_str_mv application/pdf
dc.identifier.citation.es.fl_str_mv Belzarena, D., Marrero, G., Rijo, M. y otros. Improving the performance of analog acquisition in low-power low-range microcontrollers [Preprint]. Publicado en: 2024 Argentine Conference on Electronics (CAE), Bahía Blanca, Argentina, 07-08 mar 2024.
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12008/44727
dc.language.iso.none.fl_str_mv en
eng
dc.relation.ispartof.es.fl_str_mv 2024 Argentine Conference on Electronics (CAE), Bahía Blanca, Argentina, 07-08 mar 2024, pp. 53-58.
dc.rights.license.none.fl_str_mv Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:COLIBRI
instname:Universidad de la República
instacron:Universidad de la República
dc.subject.es.fl_str_mv Time-frequency analysis
Embedded systems
Microcontrollers
Memory management
Random access memory
Packet loss
Throughput
dc.title.none.fl_str_mv Improving the performance of analog acquisition in low-power low-range microcontrollers.
dc.type.es.fl_str_mv Preprint
dc.type.none.fl_str_mv info:eu-repo/semantics/preprint
dc.type.version.none.fl_str_mv info:eu-repo/semantics/submittedVersion
description Low-power low-range microcontrollers provide the means to acquire analog signals. This work focuses on the development of a real-time embedded system that acquires and processes analog signals using the MSP430G2553 microcontroller, which could be valuable for the recording of biopotentials. We aim to push this system to its limits in terms of throughput, identifying the bottlenecks that restrict the maximum sample frequency. In short, our system is capable of acquiring, processing, and transmitting using UART communication eight analog channels at an effective throughput of 729 kbps. This throughput is achieved by improving the performance of each of the system's building blocks and implementing a simple yet effective data packing scheme. In addition, we propose another packing scheme that offers the means to detect the loss of information and synchronize the data acquisition while slightly reducing the effective throughput (625 kbps).
eu_rights_str_mv openAccess
format preprint
id COLIBRI_81dd5edfa7ccd1e196e73bbf8e75e4cc
identifier_str_mv Belzarena, D., Marrero, G., Rijo, M. y otros. Improving the performance of analog acquisition in low-power low-range microcontrollers [Preprint]. Publicado en: 2024 Argentine Conference on Electronics (CAE), Bahía Blanca, Argentina, 07-08 mar 2024.
instacron_str Universidad de la República
institution Universidad de la República
instname_str Universidad de la República
language eng
language_invalid_str_mv en
network_acronym_str COLIBRI
network_name_str COLIBRI
oai_identifier_str oai:colibri.udelar.edu.uy:20.500.12008/44727
publishDate 2024
reponame_str COLIBRI
repository.mail.fl_str_mv mabel.seroubian@seciu.edu.uy
repository.name.fl_str_mv COLIBRI - Universidad de la República
repository_id_str 4771
rights_invalid_str_mv Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)
spelling Belzarena Diego, Universidad de la República (Uruguay). Facultad de Ingeniería.Marrero Giannina, Universidad de la República (Uruguay). Facultad de Ingeniería.Rijo María Sofía, Universidad de la República (Uruguay). Facultad de Ingeniería.Oreggioni Julián, Universidad de la República (Uruguay). Facultad de Ingeniería.2024-07-12T14:07:48Z2024-07-12T14:07:48Z2024Belzarena, D., Marrero, G., Rijo, M. y otros. Improving the performance of analog acquisition in low-power low-range microcontrollers [Preprint]. Publicado en: 2024 Argentine Conference on Electronics (CAE), Bahía Blanca, Argentina, 07-08 mar 2024.https://hdl.handle.net/20.500.12008/44727Low-power low-range microcontrollers provide the means to acquire analog signals. This work focuses on the development of a real-time embedded system that acquires and processes analog signals using the MSP430G2553 microcontroller, which could be valuable for the recording of biopotentials. We aim to push this system to its limits in terms of throughput, identifying the bottlenecks that restrict the maximum sample frequency. In short, our system is capable of acquiring, processing, and transmitting using UART communication eight analog channels at an effective throughput of 729 kbps. This throughput is achieved by improving the performance of each of the system's building blocks and implementing a simple yet effective data packing scheme. In addition, we propose another packing scheme that offers the means to detect the loss of information and synchronize the data acquisition while slightly reducing the effective throughput (625 kbps).Submitted by Ribeiro Jorge (jribeiro@fing.edu.uy) on 2024-07-11T20:15:03Z No. of bitstreams: 2 license_rdf: 25790 bytes, checksum: 489f03e71d39068f329bdec8798bce58 (MD5) BMRO24.pdf: 2058349 bytes, checksum: 35ca7e4bf446d198a29e2af66168fc84 (MD5)Approved for entry into archive by Machado Jimena (jmachado@fing.edu.uy) on 2024-07-12T13:43:29Z (GMT) No. of bitstreams: 2 license_rdf: 25790 bytes, checksum: 489f03e71d39068f329bdec8798bce58 (MD5) BMRO24.pdf: 2058349 bytes, checksum: 35ca7e4bf446d198a29e2af66168fc84 (MD5)Made available in DSpace by Luna Fabiana (fabiana.luna@seciu.edu.uy) on 2024-07-12T14:07:48Z (GMT). No. of bitstreams: 2 license_rdf: 25790 bytes, checksum: 489f03e71d39068f329bdec8798bce58 (MD5) BMRO24.pdf: 2058349 bytes, checksum: 35ca7e4bf446d198a29e2af66168fc84 (MD5) Previous issue date: 2024Este trabajo fue parcialmente financiado por CSIC (Comisión Sectorial de Investigación Científica, Udelar, Uruguay) y el Proyecto Erasmus-NEON, 618942-EPP-1-2020-1-AT-EPPKA2-CBHE-JP.6 p.application/pdfeneng2024 Argentine Conference on Electronics (CAE), Bahía Blanca, Argentina, 07-08 mar 2024, pp. 53-58.Las obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad de la República.(Res. Nº 91 de C.D.C. de 8/III/1994 – D.O. 7/IV/1994) y por la Ordenanza del Repositorio Abierto de la Universidad de la República (Res. Nº 16 de C.D.C. de 07/10/2014)info:eu-repo/semantics/openAccessLicencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)Time-frequency analysisEmbedded systemsMicrocontrollersMemory managementRandom access memoryPacket lossThroughputImproving the performance of analog acquisition in low-power low-range microcontrollers.Preprintinfo:eu-repo/semantics/preprintinfo:eu-repo/semantics/submittedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaBelzarena, DiegoMarrero, GianninaRijo, María SofíaOreggioni, JuliánElectrónicaMicroelectrónicaLICENSElicense.txtlicense.txttext/plain; charset=utf-84267http://localhost:8080/xmlui/bitstream/20.500.12008/44727/5/license.txt6429389a7df7277b72b7924fdc7d47a9MD55CC-LICENSElicense_urllicense_urltext/plain; charset=utf-850http://localhost:8080/xmlui/bitstream/20.500.12008/44727/2/license_urla006180e3f5b2ad0b88185d14284c0e0MD52license_textlicense_texttext/html; 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- Universidad de la Repúblicafalse
spellingShingle Improving the performance of analog acquisition in low-power low-range microcontrollers.
Belzarena, Diego
Time-frequency analysis
Embedded systems
Microcontrollers
Memory management
Random access memory
Packet loss
Throughput
status_str submittedVersion
title Improving the performance of analog acquisition in low-power low-range microcontrollers.
title_full Improving the performance of analog acquisition in low-power low-range microcontrollers.
title_fullStr Improving the performance of analog acquisition in low-power low-range microcontrollers.
title_full_unstemmed Improving the performance of analog acquisition in low-power low-range microcontrollers.
title_short Improving the performance of analog acquisition in low-power low-range microcontrollers.
title_sort Improving the performance of analog acquisition in low-power low-range microcontrollers.
topic Time-frequency analysis
Embedded systems
Microcontrollers
Memory management
Random access memory
Packet loss
Throughput
url https://hdl.handle.net/20.500.12008/44727