Evaluación de protocolos de comunicación para una red inalámbrica de monitoreo de precipitaciones en zonas urbanas

Rainfall monitoring networks are key elements in the development of warnings and predictive models for communities at risk of flooding during high intensity rainfall events. Currently, most of these networks send the rainfall measurement to a data center in real time using wireless communication pro...

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Autores:
Ortega González, Lilia Rosa
Tipo de recurso:
Trabajo de grado de pregrado
Fecha de publicación:
2021
Institución:
Corporación Universidad de la Costa
Repositorio:
REDICUC - Repositorio CUC
Idioma:
spa
OAI Identifier:
oai:repositorio.cuc.edu.co:11323/8471
Acceso en línea:
https://hdl.handle.net/11323/8471
https://repositorio.cuc.edu.co/
Palabra clave:
Rainfall monitoring
LoRaWAN
Zigbee
Sigfox
Radio mobile
Monitoreo de precipitaciones
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openAccess
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Attribution-NonCommercial-ShareAlike 4.0 International
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oai_identifier_str oai:repositorio.cuc.edu.co:11323/8471
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repository_id_str
dc.title.spa.fl_str_mv Evaluación de protocolos de comunicación para una red inalámbrica de monitoreo de precipitaciones en zonas urbanas
title Evaluación de protocolos de comunicación para una red inalámbrica de monitoreo de precipitaciones en zonas urbanas
spellingShingle Evaluación de protocolos de comunicación para una red inalámbrica de monitoreo de precipitaciones en zonas urbanas
Rainfall monitoring
LoRaWAN
Zigbee
Sigfox
Radio mobile
Monitoreo de precipitaciones
title_short Evaluación de protocolos de comunicación para una red inalámbrica de monitoreo de precipitaciones en zonas urbanas
title_full Evaluación de protocolos de comunicación para una red inalámbrica de monitoreo de precipitaciones en zonas urbanas
title_fullStr Evaluación de protocolos de comunicación para una red inalámbrica de monitoreo de precipitaciones en zonas urbanas
title_full_unstemmed Evaluación de protocolos de comunicación para una red inalámbrica de monitoreo de precipitaciones en zonas urbanas
title_sort Evaluación de protocolos de comunicación para una red inalámbrica de monitoreo de precipitaciones en zonas urbanas
dc.creator.fl_str_mv Ortega González, Lilia Rosa
dc.contributor.advisor.spa.fl_str_mv Acosta Coll, Melisa Andrea
Piñeres Espitia, Gabriel Dario
dc.contributor.author.spa.fl_str_mv Ortega González, Lilia Rosa
dc.subject.spa.fl_str_mv Rainfall monitoring
LoRaWAN
Zigbee
Sigfox
Radio mobile
Monitoreo de precipitaciones
topic Rainfall monitoring
LoRaWAN
Zigbee
Sigfox
Radio mobile
Monitoreo de precipitaciones
description Rainfall monitoring networks are key elements in the development of warnings and predictive models for communities at risk of flooding during high intensity rainfall events. Currently, most of these networks send the rainfall measurement to a data center in real time using wireless communication protocols, thus avoiding travel to the measurement site. An application case of this is an Early Warning System (EWS) for pluvial flash floods developed in Barranquilla, which used the GPRS protocol to send real-time rain gauge measurement data to a web server for further processing; however, this protocol has high energy consumption and high maintenance costs. In the present work, an evaluation of three low power wireless communication protocols, Zigbee, LoRaWAN and Sigfox, is carried out to determine which one is the most suitable to be applied to an early warning system that monitors rainfall in the city of Barranquilla. The stipulated evaluation metrics are the characteristics of the link profile, energy consumption and costs of the devices for the implementation of the system. To perform the evaluation, a wireless sensor network was designed and characterized, which was analyzed using the free software tool Radio Mobile; this tool allowed determining the performance for each communication protocol, taking into account the measurement points implemented with the GPRS network of the previous SAT. The final results of the simulation show the LoRaWAN protocol as a viable alternative with good performance.
publishDate 2021
dc.date.accessioned.none.fl_str_mv 2021-07-19T20:05:43Z
dc.date.available.none.fl_str_mv 2021-07-19T20:05:43Z
dc.date.issued.none.fl_str_mv 2021
dc.type.spa.fl_str_mv Trabajo de grado - Pregrado
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dc.type.version.spa.fl_str_mv info:eu-repo/semantics/acceptedVersion
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dc.identifier.uri.spa.fl_str_mv https://hdl.handle.net/11323/8471
dc.identifier.instname.spa.fl_str_mv Corporación Universidad de la Costa
dc.identifier.reponame.spa.fl_str_mv REDICUC - Repositorio CUC
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url https://hdl.handle.net/11323/8471
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dc.relation.references.spa.fl_str_mv Acosta-Coll, M., Ballester-Merelo, F., & Martínez-Peiró, M. (2018). Early warning system for detection of urban pluvial flooding hazard levels in an ungauged basin. Natural Hazards, 92(2), 1237–1265. https://doi.org/10.1007/s11069-018-3249-4
Acosta Coll, M. (2013). Sistemas de Alerta Temprana (S.A.T) para la Reducción del Riesgo de Inundaciones Súbitas y Fenómenos Atmosféricos en el Área Metropolitana de Barranquilla. Scientia et Technica, 18(2), 303–308. https://doi.org/10.22517/23447214.8661
Albero, T., Sempere, V., Silvestre, J., & Dabbas, P. (2005). Environmental control system based on mobile devices. IEEE International Conference on Emerging Technologies and Factory Automation, ETFA, 1 2 VOLS(November 2015), 831–838. https://doi.org/10.1109/etfa.2005.1612612
Alliance, L. (2020). LoRaWAN® L2 1.0.4 Specification. 1–75.
Ávila, H. (2012). Perspectiva del manejo del drenaje pluvial frente al cambio climático - caso de estudio: ciudad de Barranquilla, Colombia*. Revista de Ingeniería, (36), 54–59. https://doi.org/10.16924/revinge.36.10
Avila, L., Ávila, H., & Sisa, A. (2017). A reactive early warning model for urban flash flood management. World Environmental and Water Resources Congress 2017: Water, Wastewater, and Stormwater; Urban Watershed Management; and Municipal Water Infrastructure - Selected Papers from the World Environmental and Water Resources Congress 2017, (August), 372–382. https://doi.org/10.1061/9780784480632.030
Balmaceda, J., Aubert, J., & Arias, M. R. (2018). Performance analysis of radio link implementation for low cost deployed WiMAX networks. 2017 IEEE 37th Central America and Panama Convention, CONCAPAN 2017, 2018-Janua, 1–5. https://doi.org/10.1109/CONCAPAN.2017.8278516
Bernal, H. A. T. (2020). Análisis De Tecnologías De Comunicaciones Inalámbricas Para Determinar La Mejor Opción a Implementar Para Los Servicios Que Presta La DitgEaab. Retrieved from http://www.elsevier.com/locate/scp
Bhoyar, P., Sahare, P., Dhok, S. B., & Deshmukh, R. B. (2019). Communication technologies and security challenges for internet of things: A comprehensive review. AEU - International Journal of Electronics and Communications, 99, 81–99. https://doi.org/10.1016/j.aeue.2018.11.031
Bonilla, I., Arturo, T., & Morles, M. (2016). Iot, El Internet De Las Cosas Y La Innovación De Sus Aplicaciones. VInculaTégica EFAN, (1), 2313–2340. Retrieved from http://www.web.facpya.uanl.mx/Vinculategica/Revistas/R2/2313-2340 - Iot, El Internet De Las Cosas Y La Innovacion De Sus Aplicaciones.pdf
Buettrich, S. (2007). Unidad 06 Unidad 06: : Cálculo de Radioenlace Cálculo de Radioenlace Tabla de contenido. 1–22. Retrieved from http://www.itrainonline.org/itrainonline/mmtk/wireless_es/files/06_es_calculo-deradioenlace_guia_v02.pdf
CAE S.p.A. (2021). PRECIPITACIONES INTENSAS. Retrieved April 19, 2020, from https://www.cae.it/esp/soluciones/sistemas-de-monitoreo-para-eventosmeteorológicos-extremos/precipitaciones-intensas-sl-10.html
Caicedo Ortiz, J. G. (2015). Modelo de despliegue de una WSN para la medición de las variables climáticas que causan fuertes precipitaciones. Prospectiva, 13(1), 106. https://doi.org/10.15665/rp.v13i1.365
Cama-Pinto, A., Acosta-Coll, M., Piñeres-Espitia, G., Caicedo-Ortiz, J., Zamora-Musa, R., & Sepulveda-Ojeda, J. (2016). Diseño de una red de sensores inalámbricos para la monitorización de inundaciones repentinas en la ciudad de Barranquilla, Colombia. Ingeniare. Revista Chilena de Ingeniería, 24(4), 581–599. https://doi.org/10.4067/s0718-33052016000400005
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Dragino. (2020). Lora Shield. Retrieved from Wiki for Dragino Project website: http://wiki.dragino.com/index.php?title=Lora_Shield
DRAGINO. (2020). Outdoor LoRaWAN Gateway OVERVIEW : 1.0(8), 86647123.
Dulman, S., Chatterjea, S., & Havinga, P. (2005). Introduction to wireless sensor networks. Embedded Systems: Handbook, (c), 31-1-31–10. https://doi.org/10.1201/9781420038163
East, B. R. (2008). 9XTend TM OEM RF Module. 1–2.
Garcia, F. C. C., Retamar, A. E., & Javier, J. C. (2016). A real time urban flood monitoring system for metro Manila. IEEE Region 10 Annual International Conference, Proceedings/TENCON, 2016-Janua, 3–7. https://doi.org/10.1109/TENCON.2015.7372990
García Garrancho, P. (2006). Manuel de uso de Radio Mobile. 31. Retrieved from https://upcommons.upc.edu/bitstream/handle/2099.1/6989/anexos/Anexo 16.pdf Guide, I. (2018). XKIT INSTRUCTION. (April).
Hua, J., & Shunwuritu, N. (2021). Research on term extraction technology in computer field based on wireless network technology. Microprocessors and Microsystems, 80(September 2020), 103336. https://doi.org/10.1016/j.micpro.2020.103336
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Javier, F., Pisón, M. De, Marcos, A. G., & Elías, F. A. (2009). Redes inalámbricas de sensores : teoría y aplicación práctica Roberto Fernández Martínez , Joaquín Ordieres Meré ,.
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Kama, A., Diallo, M., & Drame, M. S. (2018). Low cost connected and autonomous rain gauge for real time rainfall monitoring in Dakar. 2018 25th International Conference on Telecommunications, ICT 2018, 660–664. https://doi.org/10.1109/ICT.2018.8464854
Koucheryavy, A., & Salim, A. (2009). Cluster head selection for homogeneous wireless sensor networks. International Conference on Advanced Communication Technology, ICACT, 3(3), 2141–2146.
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spelling Acosta Coll, Melisa AndreaPiñeres Espitia, Gabriel DarioOrtega González, Lilia Rosa2021-07-19T20:05:43Z2021-07-19T20:05:43Z2021https://hdl.handle.net/11323/8471Corporación Universidad de la CostaREDICUC - Repositorio CUChttps://repositorio.cuc.edu.co/Rainfall monitoring networks are key elements in the development of warnings and predictive models for communities at risk of flooding during high intensity rainfall events. Currently, most of these networks send the rainfall measurement to a data center in real time using wireless communication protocols, thus avoiding travel to the measurement site. An application case of this is an Early Warning System (EWS) for pluvial flash floods developed in Barranquilla, which used the GPRS protocol to send real-time rain gauge measurement data to a web server for further processing; however, this protocol has high energy consumption and high maintenance costs. In the present work, an evaluation of three low power wireless communication protocols, Zigbee, LoRaWAN and Sigfox, is carried out to determine which one is the most suitable to be applied to an early warning system that monitors rainfall in the city of Barranquilla. The stipulated evaluation metrics are the characteristics of the link profile, energy consumption and costs of the devices for the implementation of the system. To perform the evaluation, a wireless sensor network was designed and characterized, which was analyzed using the free software tool Radio Mobile; this tool allowed determining the performance for each communication protocol, taking into account the measurement points implemented with the GPRS network of the previous SAT. The final results of the simulation show the LoRaWAN protocol as a viable alternative with good performance.Las redes de monitoreo de precipitaciones son elementos claves para la elaboración de alertas y modelos de predicción para las comunidades que corren el riesgo de sufrir inundaciones durante los episodios de precipitaciones de alta intensidad. Actualmente, la mayoría de estas redes envían la medición de las precipitaciones a un centro de datos en tiempo real utilizando protocolos de comunicación inalámbrica, evitando así los desplazamientos al lugar de la medición. Un caso de aplicación de esto es un Sistema de Alerta Temprana (SAT) para inundaciones repentinas pluviales desarrollado en Barranquilla, el cual utilizaba el protocolo GPRS para enviar datos en tiempo real de medición de pluviómetros a un servidor web para su posterior procesamiento; sin embargo, este protocolo presenta alto consumo energético y también elevados costos de mantenimiento. En el presente trabajo se realiza una evaluación de tres protocolos de comunicación inalámbrica de baja potencia, Zigbee, LoRaWAN y Sigfox, para determinar cuál es el más adecuado para aplicar a un sistema de alerta temprana que monitorea precipitaciones en la ciudad de Barranquilla. Las métricas estipuladas de evaluación son las características del perfil de enlace, consumo energético y costos de los dispositivos para la implementación del sistema. Para realizar la evaluación se diseñó y caracterizó una red de sensores inalámbricos, la cual se analizó haciendo uso de la herramienta de software libre Radio Mobile; esta herramienta permitió determinar el rendimiento para cada protocolo de comunicación, teniendo en cuenta los puntos de medición implementados con la red GPRS del anterior SAT. Los resultados finales de la simulación muestran al protocolo LoRaWAN como una alternativa viable y de buen rendimiento.application/pdfspaCorporación Universidad de la CostaIngeniería ElectrónicaAttribution-NonCommercial-ShareAlike 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-sa/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Rainfall monitoringLoRaWANZigbeeSigfoxRadio mobileMonitoreo de precipitacionesEvaluación de protocolos de comunicación para una red inalámbrica de monitoreo de precipitaciones en zonas urbanasTrabajo de grado - Pregradohttp://purl.org/coar/resource_type/c_7a1fTextinfo:eu-repo/semantics/bachelorThesishttp://purl.org/redcol/resource_type/TPinfo:eu-repo/semantics/acceptedVersionAcosta-Coll, M., Ballester-Merelo, F., & Martínez-Peiró, M. (2018). Early warning system for detection of urban pluvial flooding hazard levels in an ungauged basin. Natural Hazards, 92(2), 1237–1265. https://doi.org/10.1007/s11069-018-3249-4Acosta Coll, M. (2013). Sistemas de Alerta Temprana (S.A.T) para la Reducción del Riesgo de Inundaciones Súbitas y Fenómenos Atmosféricos en el Área Metropolitana de Barranquilla. Scientia et Technica, 18(2), 303–308. https://doi.org/10.22517/23447214.8661Albero, T., Sempere, V., Silvestre, J., & Dabbas, P. (2005). Environmental control system based on mobile devices. IEEE International Conference on Emerging Technologies and Factory Automation, ETFA, 1 2 VOLS(November 2015), 831–838. https://doi.org/10.1109/etfa.2005.1612612Alliance, L. (2020). LoRaWAN® L2 1.0.4 Specification. 1–75.Ávila, H. (2012). Perspectiva del manejo del drenaje pluvial frente al cambio climático - caso de estudio: ciudad de Barranquilla, Colombia*. Revista de Ingeniería, (36), 54–59. https://doi.org/10.16924/revinge.36.10Avila, L., Ávila, H., & Sisa, A. (2017). A reactive early warning model for urban flash flood management. World Environmental and Water Resources Congress 2017: Water, Wastewater, and Stormwater; Urban Watershed Management; and Municipal Water Infrastructure - Selected Papers from the World Environmental and Water Resources Congress 2017, (August), 372–382. https://doi.org/10.1061/9780784480632.030Balmaceda, J., Aubert, J., & Arias, M. R. (2018). Performance analysis of radio link implementation for low cost deployed WiMAX networks. 2017 IEEE 37th Central America and Panama Convention, CONCAPAN 2017, 2018-Janua, 1–5. https://doi.org/10.1109/CONCAPAN.2017.8278516Bernal, H. A. T. (2020). Análisis De Tecnologías De Comunicaciones Inalámbricas Para Determinar La Mejor Opción a Implementar Para Los Servicios Que Presta La DitgEaab. Retrieved from http://www.elsevier.com/locate/scpBhoyar, P., Sahare, P., Dhok, S. B., & Deshmukh, R. B. (2019). Communication technologies and security challenges for internet of things: A comprehensive review. 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Proceedings of the 4th ACM Workshop on Networked Systems for Developing Regions, NSDR ’10, (June 2014). https://doi.org/10.1145/1836001.1836013PublicationORIGINALEvaluación de protocolos de comunicación para monitoreo de precipitaciones en zonas urbanas.pdfEvaluación de protocolos de comunicación para monitoreo de precipitaciones en zonas urbanas.pdfapplication/pdf2284486https://repositorio.cuc.edu.co/bitstreams/e9298968-9678-45a7-808d-192110d1f60c/downloada764f16eac1ed416e53f18c18bcd3cabMD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-81031https://repositorio.cuc.edu.co/bitstreams/9c5c269c-7c09-4753-add2-443d6d90cdf7/download934f4ca17e109e0a05eaeaba504d7ce4MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-83196https://repositorio.cuc.edu.co/bitstreams/4d80af53-1720-45f8-9dae-9990474be49e/downloade30e9215131d99561d40d6b0abbe9badMD53THUMBNAILEvaluación de protocolos de comunicación para monitoreo de precipitaciones en zonas urbanas.pdf.jpgEvaluación de 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