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ABS-SmartComAgri: An Agent-Based Simulator of Smart Communication Protocols in Wireless Sensor Networks for Debugging in Precision Agriculture

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ABS-SmartComAgri: An Agent-Based Simulator of Smart Communication Protocols in Wireless Sensor Networks for Debugging in Precision Agriculture

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dc.contributor.author García-Magariño, Iván es_ES
dc.contributor.author Lacuesta Gilabert, Raquel es_ES
dc.contributor.author Lloret, Jaime es_ES
dc.date.accessioned 2019-03-09T21:01:06Z
dc.date.available 2019-03-09T21:01:06Z
dc.date.issued 2018 es_ES
dc.identifier.uri http://hdl.handle.net/10251/117893
dc.description.abstract [EN] Smart communication protocols are becoming a key mechanism for improving communication performance in networks such as wireless sensor networks. However, the literature lacks mechanisms for simulating smart communication protocols in precision agriculture for decreasing production costs. In this context, the current work presents an agent-based simulator of smart communication protocols for efficiently managing pesticides. The simulator considers the needs of electric power, crop health, percentage of alive bugs and pesticide consumption. The current approach is illustrated with three different communication protocols respectively called (a) broadcast, (b) neighbor and (c) low-cost neighbor. The low-cost neighbor protocol obtained a statistically-significant reduction in the need of electric power over the neighbor protocol, with a very large difference according to the common interpretations about the Cohen's d effect size. The presented simulator is called ABS-SmartComAgri and is freely distributed as open-source from a public research data repository. It ensures the reproducibility of experiments and allows other researchers to extend the current approach. es_ES
dc.description.sponsorship This work acknowledges the research project "Construccion de un framework para agilizar el desarrollo de aplicaciones moviles en el ambito de la salud" funded by the University of Zaragoza and Foundation Ibercaja with Grant Reference JIUZ-2017-TEC-03. This work has been supported by the program "Estancias de movilidad en el extranjero Jose Castillejo para jovenes doctores" funded by the Spanish Ministry of Education, Culture and Sport with Reference CAS17/00005. We also acknowledge support from "Universidad de Zaragoza", "Fundacion Bancaria Ibercaja" and "Fundacion CAI" in the "Programa Ibercaja-CAI de Estancias de Investigacion" with References IT24/16 and IT1/18. We acknowledge the research project "Desarrollo Colaborativo de Soluciones AAL" with Reference TIN2014-57028-R funded by the Spanish Ministry of Economy and Competitiveness. The work has also been supported by "Organismo Autonomo Programas Educativos Europeos" with Reference 2013-1-CZ1-GRU06-14277. We also acknowledge support from the project "Sensores vestibles y tecnologia movil como apoyo en la formacion y practica de mindfulness: prototipo previo aplicado a bienestar" funded by University of Zaragoza with Grant Number UZ2017-TEC-02. es_ES
dc.language Inglés es_ES
dc.publisher MDPI AG es_ES
dc.relation UNIZAR/JIUZ-2017-TEC-03
dc.relation MECD/eCAS17/00005
dc.relation UNIZAR/ IT24/16
dc.relation UNIZAR/ IT1/18
dc.relation MECD/2013-1-CZ1-GRU06-14277
dc.relation MINECO/TIN2014-57028-R
dc.relation UNIZAR/UZ2017-TEC-02
dc.relation.ispartof Sensors es_ES
dc.rights Reconocimiento (by) es_ES
dc.subject Agent-based simulation es_ES
dc.subject Smart communication protocols es_ES
dc.subject Agent-based social simulation es_ES
dc.subject Multi-agent system es_ES
dc.subject Agent-oriented software engineering es_ES
dc.subject Agriculture es_ES
dc.subject Sensor network es_ES
dc.subject.classification INGENIERIA TELEMATICA es_ES
dc.title ABS-SmartComAgri: An Agent-Based Simulator of Smart Communication Protocols in Wireless Sensor Networks for Debugging in Precision Agriculture es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.3390/s18040998 es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Comunicaciones - Departament de Comunicacions es_ES
dc.description.bibliographicCitation García-Magariño, I.; Lacuesta Gilabert, R.; Lloret, J. (2018). ABS-SmartComAgri: An Agent-Based Simulator of Smart Communication Protocols in Wireless Sensor Networks for Debugging in Precision Agriculture. Sensors. 18(4). https://doi.org/10.3390/s18040998 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion http://doi.org/10.3390/s18040998 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 18 es_ES
dc.description.issue 4 es_ES
dc.identifier.eissn 1424-8220 es_ES
dc.identifier.pmid 29584703
dc.identifier.pmcid PMC5948856
dc.relation.pasarela 376420 es_ES
dc.contributor.funder Universidad de Zaragoza
dc.contributor.funder Ministerio de Educación, Cultura y Deporte
dc.contributor.funder Ministerio de Economía y Competitividad


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