Self-Adaptive Strategy Based on Fuzzy Control Systems for Improving Performance in Wireless Sensors Networks

The solutions to cope with new challenges that societies have to face nowadays involve providing smarter daily systems. To achieve this, technology has to evolve and leverage physical systems automatic interactions, with less human intervention. Technological paradigms like Internet of Things (IoT)...

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Detalles Bibliográficos
Autores: Hernández Díaz, Vicente, Martínez, José Fernán, Lucas Martínez, Néstor, Toro Matamoros, Raúl Mario del
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2015
País:España
Institución:Consejo Superior de Investigaciones Científicas (CSIC)
Repositorio:DIGITAL.CSIC. Repositorio Institucional del CSIC
OAI Identifier:oai:digital.csic.es:10261/137210
Acceso en línea:http://hdl.handle.net/10261/137210
Access Level:acceso abierto
Palabra clave:Wireless sensors networks
Fuzzy logics
Self-adaptive
Cyber-physical systems
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spelling Self-Adaptive Strategy Based on Fuzzy Control Systems for Improving Performance in Wireless Sensors NetworksHernández Díaz, VicenteMartínez, José FernánLucas Martínez, NéstorToro Matamoros, Raúl Mario delWireless sensors networksFuzzy logicsSelf-adaptiveCyber-physical systemsThe solutions to cope with new challenges that societies have to face nowadays involve providing smarter daily systems. To achieve this, technology has to evolve and leverage physical systems automatic interactions, with less human intervention. Technological paradigms like Internet of Things (IoT) and Cyber-Physical Systems (CPS) are providing reference models, architectures, approaches and tools that are to support cross-domain solutions. Thus, CPS based solutions will be applied in different application domains like e-Health, Smart Grid, Smart Transportation and so on, to assure the expected response from a complex system that relies on the smooth interaction and cooperation of diverse networked physical systems. The Wireless Sensors Networks (WSN) are a well-known wireless technology that are part of large CPS. The WSN aims at monitoring a physical system, object, (e.g., the environmental condition of a cargo container), and relaying data to the targeted processing element. The WSN communication reliability, as well as a restrained energy consumption, are expected features in a WSN. This paper shows the results obtained in a real WSN deployment, based on SunSPOT nodes, which carries out a fuzzy based control strategy to improve energy consumption while keeping communication reliability and computational resources usage among boundaries.This work has been supported by the European projects "Design, Monitoring, and Operation of Adaptive Networked Embedded Systems" (DEMANES) and "Sustainable-Smart Grid Open System for the Aggregated Control, Monitoring and Management of Energy" (e-GOTHAM). Both has been funded by ARTEMIS-JU (projects code ARTEMIS-JU 295372 and ARTEMIS-JU 295378 respectively) and "Ministerio de Industria, Energía y Turismo" of Spain (projects code ART-010000-2012-002 and ART-010000-2012-003 respectively). We acknowledge support by the CSIC Open Access Publication Initiative through its Unit of Information Resources for Research (URICI).Peer reviewedMultidisciplinary Digital Publishing InstituteEuropean CommissionMinisterio de Industria, Energía y Turismo (España)Consejo Superior de Investigaciones Científicas (España)Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]201620162015info:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_6501Publisher's versioninfo:eu-repo/semantics/publishedVersionhttp://hdl.handle.net/10261/137210reponame:DIGITAL.CSIC. Repositorio Institucional del CSICinstname:Consejo Superior de Investigaciones Científicas (CSIC)Inglés#PLACEHOLDER_PARENT_METADATA_VALUE##PLACEHOLDER_PARENT_METADATA_VALUE#info:eu-repo/grantAgreement/EC/FP7/295372info:eu-repo/grantAgreement/EC/FP7/295378http://dx.doi.org/10.3390/s150924125Síinfo:eu-repo/semantics/openAccessoai:digital.csic.es:10261/1372102026-05-22T06:33:51Z
dc.title.none.fl_str_mv Self-Adaptive Strategy Based on Fuzzy Control Systems for Improving Performance in Wireless Sensors Networks
title Self-Adaptive Strategy Based on Fuzzy Control Systems for Improving Performance in Wireless Sensors Networks
spellingShingle Self-Adaptive Strategy Based on Fuzzy Control Systems for Improving Performance in Wireless Sensors Networks
Hernández Díaz, Vicente
Wireless sensors networks
Fuzzy logics
Self-adaptive
Cyber-physical systems
title_short Self-Adaptive Strategy Based on Fuzzy Control Systems for Improving Performance in Wireless Sensors Networks
title_full Self-Adaptive Strategy Based on Fuzzy Control Systems for Improving Performance in Wireless Sensors Networks
title_fullStr Self-Adaptive Strategy Based on Fuzzy Control Systems for Improving Performance in Wireless Sensors Networks
title_full_unstemmed Self-Adaptive Strategy Based on Fuzzy Control Systems for Improving Performance in Wireless Sensors Networks
title_sort Self-Adaptive Strategy Based on Fuzzy Control Systems for Improving Performance in Wireless Sensors Networks
dc.creator.none.fl_str_mv Hernández Díaz, Vicente
Martínez, José Fernán
Lucas Martínez, Néstor
Toro Matamoros, Raúl Mario del
author Hernández Díaz, Vicente
author_facet Hernández Díaz, Vicente
Martínez, José Fernán
Lucas Martínez, Néstor
Toro Matamoros, Raúl Mario del
author_role author
author2 Martínez, José Fernán
Lucas Martínez, Néstor
Toro Matamoros, Raúl Mario del
author2_role author
author
author
dc.contributor.none.fl_str_mv European Commission
Ministerio de Industria, Energía y Turismo (España)
Consejo Superior de Investigaciones Científicas (España)
Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]
dc.subject.none.fl_str_mv Wireless sensors networks
Fuzzy logics
Self-adaptive
Cyber-physical systems
topic Wireless sensors networks
Fuzzy logics
Self-adaptive
Cyber-physical systems
description The solutions to cope with new challenges that societies have to face nowadays involve providing smarter daily systems. To achieve this, technology has to evolve and leverage physical systems automatic interactions, with less human intervention. Technological paradigms like Internet of Things (IoT) and Cyber-Physical Systems (CPS) are providing reference models, architectures, approaches and tools that are to support cross-domain solutions. Thus, CPS based solutions will be applied in different application domains like e-Health, Smart Grid, Smart Transportation and so on, to assure the expected response from a complex system that relies on the smooth interaction and cooperation of diverse networked physical systems. The Wireless Sensors Networks (WSN) are a well-known wireless technology that are part of large CPS. The WSN aims at monitoring a physical system, object, (e.g., the environmental condition of a cargo container), and relaying data to the targeted processing element. The WSN communication reliability, as well as a restrained energy consumption, are expected features in a WSN. This paper shows the results obtained in a real WSN deployment, based on SunSPOT nodes, which carries out a fuzzy based control strategy to improve energy consumption while keeping communication reliability and computational resources usage among boundaries.
publishDate 2015
dc.date.none.fl_str_mv 2015
2016
2016
dc.type.none.fl_str_mv info:eu-repo/semantics/article
http://purl.org/coar/resource_type/c_6501
Publisher's version
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/10261/137210
url http://hdl.handle.net/10261/137210
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv #PLACEHOLDER_PARENT_METADATA_VALUE#
#PLACEHOLDER_PARENT_METADATA_VALUE#
info:eu-repo/grantAgreement/EC/FP7/295372
info:eu-repo/grantAgreement/EC/FP7/295378
http://dx.doi.org/10.3390/s150924125
Sí
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Multidisciplinary Digital Publishing Institute
publisher.none.fl_str_mv Multidisciplinary Digital Publishing Institute
dc.source.none.fl_str_mv reponame:DIGITAL.CSIC. Repositorio Institucional del CSIC
instname:Consejo Superior de Investigaciones Científicas (CSIC)
instname_str Consejo Superior de Investigaciones Científicas (CSIC)
reponame_str DIGITAL.CSIC. Repositorio Institucional del CSIC
collection DIGITAL.CSIC. Repositorio Institucional del CSIC
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,81155

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