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
Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/117893
Title:
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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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Author:
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García-Magariño, Iván
Lacuesta Gilabert, Raquel
Lloret, Jaime
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UPV Unit:
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Universitat Politècnica de València. Departamento de Comunicaciones - Departament de Comunicacions
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Issued date:
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Abstract:
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[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 ...[+]
[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.
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Subjects:
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Agent-based simulation
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Smart communication protocols
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Agent-based social simulation
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Multi-agent system
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Agent-oriented software engineering
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Agriculture
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Sensor network
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Copyrigths:
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Reconocimiento (by)
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Source:
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Sensors. (eissn:
1424-8220
)
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DOI:
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10.3390/s18040998
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Publisher:
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MDPI AG
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Publisher version:
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http://doi.org/10.3390/s18040998
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Project ID:
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info:eu-repo/grantAgreement/UNIZAR//JIUZ-2017-TEC-03/ES/
...[+]
info:eu-repo/grantAgreement/UNIZAR//JIUZ-2017-TEC-03/ES/
info:eu-repo/grantAgreement/EC/Erasmus+/2013-1-CZ1-GRU06-14277/EU/GE-Active Generation 50+/
info:eu-repo/grantAgreement/MECD//CAS17%2F00005/ES/
info:eu-repo/grantAgreement/UNIZAR//IT24%2F16/ES/
info:eu-repo/grantAgreement/UNIZAR//IT1%2F18/ES/
info:eu-repo/grantAgreement/MINECO//TIN2014-57028-R/ES/DESARROLLO COLABORATIVO DE SOLUCIONES AAL/
info:eu-repo/grantAgreement/UNIZAR//UZ2017-TEC-02/
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Thanks:
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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 ...[+]
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.
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Type:
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Artículo
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