Network of multi-hop wireless sensors for low cost and extended area home automation systems

Las redes de sensores inalámbricos disponen de un campo muy amplio de aplicaciones y aún muchos desafíos pendientes, especialmente aquellos relacionados con la evolución de la electrónica digital, ancho de banda, reducción de costos de implementación, cobertura de red y capacidad de procesamiento. E...

Full description

Autores:
Mendoza Merchán, Eduardo Vicente
Benitez Pina, Israel Francisco
Núñez Alvarez, José Ricardo
Tipo de recurso:
Article of journal
Fecha de publicación:
2020
Institución:
Corporación Universidad de la Costa
Repositorio:
REDICUC - Repositorio CUC
Idioma:
spa
OAI Identifier:
oai:repositorio.cuc.edu.co:11323/8012
Acceso en línea:
https://hdl.handle.net/11323/8012
https://doi.org/10.4995/riai.2020.12301
https://repositorio.cuc.edu.co/
Palabra clave:
Sensores
Redes
Sistemas de comunicaciones
Redes de comunicaciones
Microprocesadores
Arquitecturas
Control distribuido
Rights
openAccess
License
CC0 1.0 Universal
id RCUC2_b6d660875ab6a5f6f768beb67583fa62
oai_identifier_str oai:repositorio.cuc.edu.co:11323/8012
network_acronym_str RCUC2
network_name_str REDICUC - Repositorio CUC
repository_id_str
dc.title.spa.fl_str_mv Network of multi-hop wireless sensors for low cost and extended area home automation systems
title Network of multi-hop wireless sensors for low cost and extended area home automation systems
spellingShingle Network of multi-hop wireless sensors for low cost and extended area home automation systems
Sensores
Redes
Sistemas de comunicaciones
Redes de comunicaciones
Microprocesadores
Arquitecturas
Control distribuido
title_short Network of multi-hop wireless sensors for low cost and extended area home automation systems
title_full Network of multi-hop wireless sensors for low cost and extended area home automation systems
title_fullStr Network of multi-hop wireless sensors for low cost and extended area home automation systems
title_full_unstemmed Network of multi-hop wireless sensors for low cost and extended area home automation systems
title_sort Network of multi-hop wireless sensors for low cost and extended area home automation systems
dc.creator.fl_str_mv Mendoza Merchán, Eduardo Vicente
Benitez Pina, Israel Francisco
Núñez Alvarez, José Ricardo
dc.contributor.author.spa.fl_str_mv Mendoza Merchán, Eduardo Vicente
Benitez Pina, Israel Francisco
Núñez Alvarez, José Ricardo
dc.subject.spa.fl_str_mv Sensores
Redes
Sistemas de comunicaciones
Redes de comunicaciones
Microprocesadores
Arquitecturas
Control distribuido
topic Sensores
Redes
Sistemas de comunicaciones
Redes de comunicaciones
Microprocesadores
Arquitecturas
Control distribuido
description Las redes de sensores inalámbricos disponen de un campo muy amplio de aplicaciones y aún muchos desafíos pendientes, especialmente aquellos relacionados con la evolución de la electrónica digital, ancho de banda, reducción de costos de implementación, cobertura de red y capacidad de procesamiento. Este documento propone una configuración de red inalámbrica multisalto orientada a instalaciones domóticas inteligentes, basadas en microcontroladores de 32 bits y módulos de comunicación inalámbrica de bajo costo, que permita tener cobertura completa entre los dispositivos del sistema domótico con una reducida pérdida de datos, mejora en la capacidad de procesamiento, adaptabilidad y escalabilidad en los nodos. La evaluación del desempeño de la red considera las siguientes métricas: tiempo de respuesta, alcance de red, escalabilidad y precisión. Los resultados experimentales determinaron una adaptación exitosa del protocolo multisalto AODV, permitiendo una cobertura suficiente para una vivienda unifamiliar, a una velocidad de transmisión de 250Kbps, que garantiza la integridad y seguridad de los datos.
publishDate 2020
dc.date.issued.none.fl_str_mv 2020-05
dc.date.accessioned.none.fl_str_mv 2021-03-15T16:35:22Z
dc.date.available.none.fl_str_mv 2021-03-15T16:35:22Z
dc.type.spa.fl_str_mv Artículo de revista
dc.type.coar.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
dc.type.coar.spa.fl_str_mv http://purl.org/coar/resource_type/c_6501
dc.type.content.spa.fl_str_mv Text
dc.type.driver.spa.fl_str_mv info:eu-repo/semantics/article
dc.type.redcol.spa.fl_str_mv http://purl.org/redcol/resource_type/ART
dc.type.version.spa.fl_str_mv info:eu-repo/semantics/acceptedVersion
format http://purl.org/coar/resource_type/c_6501
status_str acceptedVersion
dc.identifier.issn.spa.fl_str_mv 16977920
16977912
dc.identifier.uri.spa.fl_str_mv https://hdl.handle.net/11323/8012
dc.identifier.doi.spa.fl_str_mv https://doi.org/10.4995/riai.2020.12301
dc.identifier.instname.spa.fl_str_mv Corporación Universidad de la Costa
dc.identifier.reponame.spa.fl_str_mv REDICUC - Repositorio CUC
dc.identifier.repourl.spa.fl_str_mv https://repositorio.cuc.edu.co/
identifier_str_mv 16977920
16977912
Corporación Universidad de la Costa
REDICUC - Repositorio CUC
url https://hdl.handle.net/11323/8012
https://doi.org/10.4995/riai.2020.12301
https://repositorio.cuc.edu.co/
dc.language.iso.none.fl_str_mv spa
language spa
dc.relation.references.spa.fl_str_mv Ahmad, A., Roslan, M. F., & Amira, A., 2017. Throughput, latency and cost comparisons of microcontroller-based implementations of wireless sensor network (WSN) in high jump sports. In AIP Conference Proceedings (Vol. 1883, No. 1, p. 020010). AIP Publishing.
Abdellaoui, M., Gargouri, R., Mezghani, M., 2014. Optimization of WSNs Flooding Rates by Khalimsky Topology. Transactions on Networks and Communications, 2(6), 25-38.
Al-Haija, Q. A., Al-Qadeeb, H., & Al-Lwaimi, A., 2013. Case Study: Monitoring of AIR quality in King Faisal University using a microcontroller and WSN. Procedia Computer Science, 21, 517-521.
Asencio, G., Maestre, J., Escaño, J., Martín Macareno, C., Molina, M., Camacho, E., 2011. Interoperabilidad en Sistemas Domóticos Mediante Pasarela Infrarrojos-ZigBee. Revista Iberoamericana de Automática e Informática industrial 8(4), 397-404. DOI:10.1016/j.riai.2011.09.002
Baroudi, U., Bin-Yahya, M., Alshammari, M., Yaqoub, U., 2019. Ticketbased QoS routing optimization using genetic algorithm for WSN applications in smart grid. Journal of Ambient Intelligence and Humanized Computing, 10(4), 1325-1338
Belagali, R., Anusha, A. M., Sangulagi, P., 2015. Energy-Efficient Secure Routing and Aggregation in Military Sensor Network using Multi-Agent Approach. In Applied and Theoretical Computing and Communication Technology (iCATccT), 2015 International Conference on 286-292. IEEE. DOI: 10.1109/ICATCCT.2015.7456897
Benítez, J. D., Sosa, E. O., Godoy, D. A., Belloni, E. A., Favret, F., Bareiro, H., Urdinola, R., Olivera, M., 2017. Ampliando la Vida Útil de las WSN por Medio de los Protocolos de Ruteo, Modificación de AODV. In XIX Workshop de Investigadores en Ciencias de la Computación (WICC 2017, ITBA, Buenos Aires). URL: http://sedici.unlp.edu.ar/handle/10915/61567
Bondorf, S., Jens, B. S., 2010. Statistical response time bounds in randomly deployed wireless sensor networks. In Local Computer Networks (LCN). IEEE 35th Conference on 340-343. IEEE. DOI: 10.1109/LCN.2010.5735738
Campamá, D. S., 2012. Sistema operativo para redes inalámbrica de sensores. Tesis de maestría, Pontificia Universidad católica de Chile. URL: https://repositorio.uc.cl/handle/11534/1723
Di Nisio, A., Di Noia, T., Carducci, C. G. C., & Spadavecchia, M., 2016. High dynamic range power consumption measurement in microcontroller-based applications. IEEE Transactions on Instrumentation and Measurement, 65(9), 1968-1976.
Escribano, J., García, A., de la Fuente, M., 2011. Monitorización de la Condición Física de Personas en Espacios Confinados Mediante Etiquetas RFID con Sensores y Redes Inalámbricas Eficientes. Revista Iberoamericana de Automática e Informática industrial 8(4), 371-384.
Espressif Systems, 2018. ESP8266 Non-OS SDK. Version 3.0. URL: https://www.espressif.com/sites/default/files/documentation/2cesp8266_non_os_sdk_api_reference_en.pdf
Espressif, 2016. ESP8266 Mesh User Guide. Version 1.2. URL: https://docplayer.net/33922006-Esp8266-mesh-user-guide.html
Fajriansyah, B., Ichwan, M., & Susana, R., 2016. Evaluasi Karakteristik XBee Pro dan nRF24L01 sebagai Transceiver Nirkabel. ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, 4(1), 83
Fischione, C., 2014. An Introduction to Wireless Sensor Networks. Royal Institute of technology. Draft, version 1.8. URL: https://www.kth.se/social/files/5431a388f276540a05ad2514/An_Introduc tion_WSNS_V1.8.pdf
García, D., 2015. Estudio de 6loWPAN para su aplicación a Internet de las Cosas. Trabajo de fin de grado. URL: https://riull.ull.es/xmlui/bitstream/handle/915/945/Estudio+de+6loWPAN +para+su+aplicacion+a+Internet+de+las+Cosas.pdf?sequence=1
Hong, S. H., Kim, B., Eom, D. S., 2007. A base-station centric data gathering routing protocol in sensor networks useful in home automation applications. IEEE Transactions on Consumer Electronics 53(3), 945- 951. DOI: 10.1109/TCE.2007.4341570
Hsieh, F. S., Lin, J. B., 2014. A multiagent approach for managing collaborative workflows in supply chains. In Proceedings of the 2014 IEEE 18th International Conference on Computer Supported Cooperative Work in Design (CSCWD) 71-76. IEEE. DOI: 10.1109/CSCWD.2014.6846819
Jaggi, S., and Wasson, E., 2016. Enhanced OLSR Routing Protocol Using Link-Break Prediction Mechanism for WSN. Industrial Engineering & Management Systems, 15(3), 259-267
Kailas, A., Cecchi, V., & Mukherjee, A., 2012. A survey of communications and networking technologies for energy management in buildings and home automation. Journal of Computer Networks and Communications, 2012(932181), 1-6. DOI: 10.1155/2012/932181
Kelly, S. D. T., Suryadevara, N. K., Mukhopadhyay, S. C., 2013.Towards the Implementation of IoT for Environmental Condition Monitoring in Homes. IEEE Sensors Journal 13(10), 3846-3853. DOI: 10.1109/JSEN.2013.2263379
Li, M., Lin H. J., 2015. Design and Implementation of Smart Home Control Systems Based on Wireless Sensor Networks and Power Line Communications. IEEE Transactions On Industrial Electronics 62(7). 4430-4442. DOI: 10.1109/TIE.2014.2379586
Liao, C., Zhu, K., Tang, J., Zhang, S., 2016. Wireless Sensor Network Performance Research for LEACH Based on Multi-Agent Simulation. IEEE International Conference on Agents (ICA) 98-99. IEEE. DOI: 10.1109/ICA.2016.031
López Torres, V. 2014. Diseño de un modelo de red domótica libre basada en componentes OpenDomo para aplicación a un pequeño hotel
Magno, M., Polonelli, T., Benini, L., Popovici, E., 2015. A Low Cost, Highly Scalable Wireless Sensor Network Solution to Achieve Smart LED Light Control for Green Buildings. IEEE Sensors Journal 15(5), 2963-2973. DOI: 10.1109/JSEN.2014.2383996
Manda, S., Shukla, Y., Shrivastava, K., Patil, T. B., & Sawant-Patil, S. T., 2018. A Literature Survey on Wireless Sensor Network in Home Automation Based on Internet of Things
Medina, C., 2017. Control de Congestión en Redes Inalámbicas de Sensores. Tesis de maestría, Pontificia Universidad Javeriana. Bogota - Colombia
Mezghani, M., Abdellaoui, P., 2015. WSN intelligent communication based on Khalimsky theory using multi-agent systems. In 2015 SAI Intelligent Systems Conference (IntelliSys) (pp. 871-876). IEEE
Microchip, 2020. URL: https://www.microchip.com/wwwproducts/en/ PIC16F628A
Mostafaei, H., 2019. Energy-efficient algorithm for reliable routing of wireless sensor networks. IEEE Transactions on Industrial Electronics, 66(7), 5567-5575.
Narten, T., Nordmark, E., Simpson, W., Soliman, H., 2007. Neighbor Discovery for IP version 6 (IPv6). RFC 4861, DOI 10.17487/RFC4861
NLNRXNaU, A., Ra]a, S., PRROH, A., G QHú, M., & DH]IRXOL, B., 2018. LRZpower wireless for the internet of things: Standards and applications. IEEE Access, 6, 67893-67926
Nordic Semiconductor. (2008). nRF24L01 Single Chip 2.4GHz Transceiver. URL: https://www.nordicsemi.com/DocLib?Product=nRF24
Núñez, José Ricardo et al., 2019. Metodología de diagnóstico de fallos para sistemas fotovoltaicos de conexión a red. Revista Iberoamericana de Automática e Informática industrial, [S.l.], v. 17, n. 1, p. 94-105. https://doi.org/10.4995/riai.2019.11449
Nuñez, J. R., Benítez, I.F., Rodriguez, A., Diaz, S., Oliveira, D., 2019. Tools for the implementation of a SCADA system in a desalination process. IEEE Latin America Transactions, 17(11), 1858-1864. DOI: 10.1109/TLA.2019.8986424
Paavola, M., Leiviska, K., 2010. Wireless Sensor Networks in Industrial Automation. In Factory Automation. InTech. DOI: 10.5772/9532.
Peñín, P., Díaz, A., Medina, J., Sánchez P., 2017. High-Level Design of Wireless Sensor Networks for Performance Optimization Under Security Hazards. ACM Transactions on Sensor Networks (TOSN) 13(3), 19. DOI: 10.1145/3078359.
Perkins, C., Belding, E., Das, S., 2003. Ad hoc On-Demand Distance Vector (AODV) Routing. (No. RFC 3561). DOI: 10.17487/RFC3561
Posadas Yagüe, J. L., & Poza Luján, J. L. (2009). Revisión de las arquitecturas de control distribuido. URL: https://riunet.upv.es/handle/10251/6407
Qin, J., Fu, W., Gao, H., Xing W., 2016. Distributed k-Means Algorithm and Fuzzy c-Means Algorithm for Sensor Networks Based on Multiagent Consensus Theory. IEEE transactions on cybernetics, 47(3), 772-783. DOI: 10.1109/TCYB.2016.2526683.
Randhawa, S., 2014. Research Challenges in Wireless Sensor Network: A State of the Play. Conference Proceeding of National Conference of Science, Engineering y Management in Education and Research. arXiv preprint arXiv:1404.1469v1 [cs.NI]
Rawat, P., Singh, K. D., Chaouchi, H., Bonnin, J. M., 2014. Wireless sensor networks: A survey on recent developments and potential synergies. The Journal of Supercomputing 68(1), 1-48. DOI:10.1007/s11227-013-1021-9
Rodríguez, A., 2011. Sistemas SCADA. Tercera Edición. Marcombo: Barcelona. ISBN: 978-8426717818
Saha, Himadri & Mandal, Shashwata & Mitra, Shinjan & Banerjee, Soham & Saha, Urmi., 2017. Comparative Performance Analysis between nRF24L01+ and XBEE ZB Module Based Wireless Ad-hoc Networks. International Journal of Computer Network and Information Security. 9. 36-44. 10.5815/ijcnis.2017.07.05.
Saravanan, S., Poovazhaki, R., Shanker, N., 2018. Cluster Topology in WSN with SCPS for QoS. Wireless Personal Communications, 99(3), 1295- 1314.
STMicroelectronics, 2018. STM32F103xC STM32F103x, STM32F103xE. DS5792 Rev 13. URL: https://www.st.com/resource/en/datasheet/stm32f103rc.pdf
STMicroelectronics, 2019. STM32F030x4 STM32F030x6 STM32F030x8 STM32F030xC. DS9773 Rev 4. URL: https://www.st.com/resource/en/datasheet/stm32f030f4.pdf
Snigdh, I., & Gupta, N. 2016. Quality of service metrics in wireless sensor networks: A survey. Journal of The Institution of Engineers (India): Series B, 97(1), 91-96.
Suárez, A., and Núñez, J. R., 2019. 1D Convolutional Neural Network for Detecting Ventricular Heartbeats. IEEE Latin America Transactions, 17(12), 1970-1977. DOI: 10.1109/TLA.2019.9011541
Sutagundar, A., Bennur, V., Anusha, A., Bhanu, K., 2016. Agent Based Fault Tolerance in Wireless Sensor Networks. 2016 International Conference on Inventive Computation Technologies (ICICT) 1, 1-6. IEEE
Valencia, G., Núñez, J., Vanegas, M., 2020. Data set on wind speed, wind direction and wind probability distributions in Puerto Bolivar-Colombia. Data in Brief, 27, 104753. DOI: 10.1016/j.dib.2019.104753
Vidhya, S., Sasilatha, T., 2018. Secure Data Transfer Using Multi Layer Security Protocol with Energy Power Consumption AODV in Wireless Sensor Networks. Wireless Personal Communications, 103(4), 3055- 3077.
Villarrubia, G., De Paz, J., De La Iglesia, D., Bajo, J., 2017. Combining Multi-Agent Systems and Wireless Sensor Networks for Monitoring Crop Irrigation. 17(8), 1775. DOI: https://doi.org/10.3390/s17081775
Wadhwa, L., Deshpande, R., Priye, V., 2016. Extended shortcut tree routing for ZigBee based wireless sensor network. Ad Hoc Networks, 37, 295- 300.
Yang, S.H., 2014. Wireless Sensor Network. Londres, Reino Unido: Springer. ISBN 978-1-4471-5505-8
Yu, K., Xie, Z., Qian, J., y Jin, G., 2013. The Implementation of Electronic Intelligent Tag System Based on Wireless Sensor Network. Communications and Network 5(01), 39. Doi:10.4236/cn.2013.51B010
Zhang, Z., Mehmood, A., Shu, L., Huo, Z., Zhang, Y., & Mukherjee, M., 2018. A survey on fault diagnosis in wireless sensor networks. IEEE Access, 6, 11349-11364
dc.rights.spa.fl_str_mv CC0 1.0 Universal
dc.rights.uri.spa.fl_str_mv http://creativecommons.org/publicdomain/zero/1.0/
dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.coar.spa.fl_str_mv http://purl.org/coar/access_right/c_abf2
rights_invalid_str_mv CC0 1.0 Universal
http://creativecommons.org/publicdomain/zero/1.0/
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Corporación Universidad de la Costa
dc.source.spa.fl_str_mv RIAI - Revista Iberoamericana de Automatica e Informatica Industrial
institution Corporación Universidad de la Costa
dc.source.url.spa.fl_str_mv https://polipapers.upv.es/index.php/RIAI/article/view/12301
bitstream.url.fl_str_mv https://repositorio.cuc.edu.co/bitstreams/4b03d2ba-0dc1-468f-942b-9bb82b0b0e20/download
https://repositorio.cuc.edu.co/bitstreams/2d076fcf-b605-4c4b-bef3-0afde49a367f/download
https://repositorio.cuc.edu.co/bitstreams/e469312e-1dc3-4f2a-bf8c-aeab403000ce/download
https://repositorio.cuc.edu.co/bitstreams/fea605f0-8e20-4b0c-90bc-5a6af77c1bdb/download
https://repositorio.cuc.edu.co/bitstreams/ec975e6d-4f1c-4a36-a80a-8aa3c6223c7a/download
bitstream.checksum.fl_str_mv 42fd4ad1e89814f5e4a476b409eb708c
8e0870d59dfacdd8ccfb491ad905c519
e30e9215131d99561d40d6b0abbe9bad
fddec94f9cc0abc9898996a16b3b3470
1aa9dc1728dc3d518b4c7062c72c89c5
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositorio de la Universidad de la Costa CUC
repository.mail.fl_str_mv repdigital@cuc.edu.co
_version_ 1811760665117851648
spelling Mendoza Merchán, Eduardo VicenteBenitez Pina, Israel FranciscoNúñez Alvarez, José Ricardo2021-03-15T16:35:22Z2021-03-15T16:35:22Z2020-051697792016977912https://hdl.handle.net/11323/8012https://doi.org/10.4995/riai.2020.12301Corporación Universidad de la CostaREDICUC - Repositorio CUChttps://repositorio.cuc.edu.co/Las redes de sensores inalámbricos disponen de un campo muy amplio de aplicaciones y aún muchos desafíos pendientes, especialmente aquellos relacionados con la evolución de la electrónica digital, ancho de banda, reducción de costos de implementación, cobertura de red y capacidad de procesamiento. Este documento propone una configuración de red inalámbrica multisalto orientada a instalaciones domóticas inteligentes, basadas en microcontroladores de 32 bits y módulos de comunicación inalámbrica de bajo costo, que permita tener cobertura completa entre los dispositivos del sistema domótico con una reducida pérdida de datos, mejora en la capacidad de procesamiento, adaptabilidad y escalabilidad en los nodos. La evaluación del desempeño de la red considera las siguientes métricas: tiempo de respuesta, alcance de red, escalabilidad y precisión. Los resultados experimentales determinaron una adaptación exitosa del protocolo multisalto AODV, permitiendo una cobertura suficiente para una vivienda unifamiliar, a una velocidad de transmisión de 250Kbps, que garantiza la integridad y seguridad de los datos.Mendoza Merchán, Eduardo Vicente-will be generated-orcid-0000-0002-4586-9207-600Benitez Pina, Israel Francisco-will be generated-orcid-0000-0003-2359-9768-600Núñez Alvarez, José Ricardo-will be generated-orcid-0000-0002-6607-7305-600application/pdfspaCorporación Universidad de la CostaCC0 1.0 Universalhttp://creativecommons.org/publicdomain/zero/1.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2RIAI - Revista Iberoamericana de Automatica e Informatica Industrialhttps://polipapers.upv.es/index.php/RIAI/article/view/12301SensoresRedesSistemas de comunicacionesRedes de comunicacionesMicroprocesadoresArquitecturasControl distribuidoNetwork of multi-hop wireless sensors for low cost and extended area home automation systemsArtículo de revistahttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1Textinfo:eu-repo/semantics/articlehttp://purl.org/redcol/resource_type/ARTinfo:eu-repo/semantics/acceptedVersionAhmad, A., Roslan, M. F., & Amira, A., 2017. Throughput, latency and cost comparisons of microcontroller-based implementations of wireless sensor network (WSN) in high jump sports. In AIP Conference Proceedings (Vol. 1883, No. 1, p. 020010). AIP Publishing.Abdellaoui, M., Gargouri, R., Mezghani, M., 2014. Optimization of WSNs Flooding Rates by Khalimsky Topology. Transactions on Networks and Communications, 2(6), 25-38.Al-Haija, Q. A., Al-Qadeeb, H., & Al-Lwaimi, A., 2013. Case Study: Monitoring of AIR quality in King Faisal University using a microcontroller and WSN. Procedia Computer Science, 21, 517-521.Asencio, G., Maestre, J., Escaño, J., Martín Macareno, C., Molina, M., Camacho, E., 2011. Interoperabilidad en Sistemas Domóticos Mediante Pasarela Infrarrojos-ZigBee. Revista Iberoamericana de Automática e Informática industrial 8(4), 397-404. DOI:10.1016/j.riai.2011.09.002Baroudi, U., Bin-Yahya, M., Alshammari, M., Yaqoub, U., 2019. Ticketbased QoS routing optimization using genetic algorithm for WSN applications in smart grid. Journal of Ambient Intelligence and Humanized Computing, 10(4), 1325-1338Belagali, R., Anusha, A. M., Sangulagi, P., 2015. Energy-Efficient Secure Routing and Aggregation in Military Sensor Network using Multi-Agent Approach. In Applied and Theoretical Computing and Communication Technology (iCATccT), 2015 International Conference on 286-292. IEEE. DOI: 10.1109/ICATCCT.2015.7456897Benítez, J. D., Sosa, E. O., Godoy, D. A., Belloni, E. A., Favret, F., Bareiro, H., Urdinola, R., Olivera, M., 2017. Ampliando la Vida Útil de las WSN por Medio de los Protocolos de Ruteo, Modificación de AODV. In XIX Workshop de Investigadores en Ciencias de la Computación (WICC 2017, ITBA, Buenos Aires). URL: http://sedici.unlp.edu.ar/handle/10915/61567Bondorf, S., Jens, B. S., 2010. Statistical response time bounds in randomly deployed wireless sensor networks. In Local Computer Networks (LCN). IEEE 35th Conference on 340-343. IEEE. DOI: 10.1109/LCN.2010.5735738Campamá, D. S., 2012. Sistema operativo para redes inalámbrica de sensores. Tesis de maestría, Pontificia Universidad católica de Chile. URL: https://repositorio.uc.cl/handle/11534/1723Di Nisio, A., Di Noia, T., Carducci, C. G. C., & Spadavecchia, M., 2016. High dynamic range power consumption measurement in microcontroller-based applications. IEEE Transactions on Instrumentation and Measurement, 65(9), 1968-1976.Escribano, J., García, A., de la Fuente, M., 2011. Monitorización de la Condición Física de Personas en Espacios Confinados Mediante Etiquetas RFID con Sensores y Redes Inalámbricas Eficientes. Revista Iberoamericana de Automática e Informática industrial 8(4), 371-384.Espressif Systems, 2018. ESP8266 Non-OS SDK. Version 3.0. URL: https://www.espressif.com/sites/default/files/documentation/2cesp8266_non_os_sdk_api_reference_en.pdfEspressif, 2016. ESP8266 Mesh User Guide. Version 1.2. URL: https://docplayer.net/33922006-Esp8266-mesh-user-guide.htmlFajriansyah, B., Ichwan, M., & Susana, R., 2016. Evaluasi Karakteristik XBee Pro dan nRF24L01 sebagai Transceiver Nirkabel. ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, 4(1), 83Fischione, C., 2014. An Introduction to Wireless Sensor Networks. Royal Institute of technology. Draft, version 1.8. URL: https://www.kth.se/social/files/5431a388f276540a05ad2514/An_Introduc tion_WSNS_V1.8.pdfGarcía, D., 2015. Estudio de 6loWPAN para su aplicación a Internet de las Cosas. Trabajo de fin de grado. URL: https://riull.ull.es/xmlui/bitstream/handle/915/945/Estudio+de+6loWPAN +para+su+aplicacion+a+Internet+de+las+Cosas.pdf?sequence=1Hong, S. H., Kim, B., Eom, D. S., 2007. A base-station centric data gathering routing protocol in sensor networks useful in home automation applications. IEEE Transactions on Consumer Electronics 53(3), 945- 951. DOI: 10.1109/TCE.2007.4341570Hsieh, F. S., Lin, J. B., 2014. A multiagent approach for managing collaborative workflows in supply chains. In Proceedings of the 2014 IEEE 18th International Conference on Computer Supported Cooperative Work in Design (CSCWD) 71-76. IEEE. DOI: 10.1109/CSCWD.2014.6846819Jaggi, S., and Wasson, E., 2016. Enhanced OLSR Routing Protocol Using Link-Break Prediction Mechanism for WSN. Industrial Engineering & Management Systems, 15(3), 259-267Kailas, A., Cecchi, V., & Mukherjee, A., 2012. A survey of communications and networking technologies for energy management in buildings and home automation. Journal of Computer Networks and Communications, 2012(932181), 1-6. DOI: 10.1155/2012/932181Kelly, S. D. T., Suryadevara, N. K., Mukhopadhyay, S. C., 2013.Towards the Implementation of IoT for Environmental Condition Monitoring in Homes. IEEE Sensors Journal 13(10), 3846-3853. DOI: 10.1109/JSEN.2013.2263379Li, M., Lin H. J., 2015. Design and Implementation of Smart Home Control Systems Based on Wireless Sensor Networks and Power Line Communications. IEEE Transactions On Industrial Electronics 62(7). 4430-4442. DOI: 10.1109/TIE.2014.2379586Liao, C., Zhu, K., Tang, J., Zhang, S., 2016. Wireless Sensor Network Performance Research for LEACH Based on Multi-Agent Simulation. IEEE International Conference on Agents (ICA) 98-99. IEEE. DOI: 10.1109/ICA.2016.031López Torres, V. 2014. Diseño de un modelo de red domótica libre basada en componentes OpenDomo para aplicación a un pequeño hotelMagno, M., Polonelli, T., Benini, L., Popovici, E., 2015. A Low Cost, Highly Scalable Wireless Sensor Network Solution to Achieve Smart LED Light Control for Green Buildings. IEEE Sensors Journal 15(5), 2963-2973. DOI: 10.1109/JSEN.2014.2383996Manda, S., Shukla, Y., Shrivastava, K., Patil, T. B., & Sawant-Patil, S. T., 2018. A Literature Survey on Wireless Sensor Network in Home Automation Based on Internet of ThingsMedina, C., 2017. Control de Congestión en Redes Inalámbicas de Sensores. Tesis de maestría, Pontificia Universidad Javeriana. Bogota - ColombiaMezghani, M., Abdellaoui, P., 2015. WSN intelligent communication based on Khalimsky theory using multi-agent systems. In 2015 SAI Intelligent Systems Conference (IntelliSys) (pp. 871-876). IEEEMicrochip, 2020. URL: https://www.microchip.com/wwwproducts/en/ PIC16F628AMostafaei, H., 2019. Energy-efficient algorithm for reliable routing of wireless sensor networks. IEEE Transactions on Industrial Electronics, 66(7), 5567-5575.Narten, T., Nordmark, E., Simpson, W., Soliman, H., 2007. Neighbor Discovery for IP version 6 (IPv6). RFC 4861, DOI 10.17487/RFC4861NLNRXNaU, A., Ra]a, S., PRROH, A., G QHú, M., & DH]IRXOL, B., 2018. LRZpower wireless for the internet of things: Standards and applications. IEEE Access, 6, 67893-67926Nordic Semiconductor. (2008). nRF24L01 Single Chip 2.4GHz Transceiver. URL: https://www.nordicsemi.com/DocLib?Product=nRF24Núñez, José Ricardo et al., 2019. Metodología de diagnóstico de fallos para sistemas fotovoltaicos de conexión a red. Revista Iberoamericana de Automática e Informática industrial, [S.l.], v. 17, n. 1, p. 94-105. https://doi.org/10.4995/riai.2019.11449Nuñez, J. R., Benítez, I.F., Rodriguez, A., Diaz, S., Oliveira, D., 2019. Tools for the implementation of a SCADA system in a desalination process. IEEE Latin America Transactions, 17(11), 1858-1864. DOI: 10.1109/TLA.2019.8986424Paavola, M., Leiviska, K., 2010. Wireless Sensor Networks in Industrial Automation. In Factory Automation. InTech. DOI: 10.5772/9532.Peñín, P., Díaz, A., Medina, J., Sánchez P., 2017. High-Level Design of Wireless Sensor Networks for Performance Optimization Under Security Hazards. ACM Transactions on Sensor Networks (TOSN) 13(3), 19. DOI: 10.1145/3078359.Perkins, C., Belding, E., Das, S., 2003. Ad hoc On-Demand Distance Vector (AODV) Routing. (No. RFC 3561). DOI: 10.17487/RFC3561Posadas Yagüe, J. L., & Poza Luján, J. L. (2009). Revisión de las arquitecturas de control distribuido. URL: https://riunet.upv.es/handle/10251/6407Qin, J., Fu, W., Gao, H., Xing W., 2016. Distributed k-Means Algorithm and Fuzzy c-Means Algorithm for Sensor Networks Based on Multiagent Consensus Theory. IEEE transactions on cybernetics, 47(3), 772-783. DOI: 10.1109/TCYB.2016.2526683.Randhawa, S., 2014. Research Challenges in Wireless Sensor Network: A State of the Play. Conference Proceeding of National Conference of Science, Engineering y Management in Education and Research. arXiv preprint arXiv:1404.1469v1 [cs.NI]Rawat, P., Singh, K. D., Chaouchi, H., Bonnin, J. M., 2014. Wireless sensor networks: A survey on recent developments and potential synergies. The Journal of Supercomputing 68(1), 1-48. DOI:10.1007/s11227-013-1021-9Rodríguez, A., 2011. Sistemas SCADA. Tercera Edición. Marcombo: Barcelona. ISBN: 978-8426717818Saha, Himadri & Mandal, Shashwata & Mitra, Shinjan & Banerjee, Soham & Saha, Urmi., 2017. Comparative Performance Analysis between nRF24L01+ and XBEE ZB Module Based Wireless Ad-hoc Networks. International Journal of Computer Network and Information Security. 9. 36-44. 10.5815/ijcnis.2017.07.05.Saravanan, S., Poovazhaki, R., Shanker, N., 2018. Cluster Topology in WSN with SCPS for QoS. Wireless Personal Communications, 99(3), 1295- 1314.STMicroelectronics, 2018. STM32F103xC STM32F103x, STM32F103xE. DS5792 Rev 13. URL: https://www.st.com/resource/en/datasheet/stm32f103rc.pdfSTMicroelectronics, 2019. STM32F030x4 STM32F030x6 STM32F030x8 STM32F030xC. DS9773 Rev 4. URL: https://www.st.com/resource/en/datasheet/stm32f030f4.pdfSnigdh, I., & Gupta, N. 2016. Quality of service metrics in wireless sensor networks: A survey. Journal of The Institution of Engineers (India): Series B, 97(1), 91-96.Suárez, A., and Núñez, J. R., 2019. 1D Convolutional Neural Network for Detecting Ventricular Heartbeats. IEEE Latin America Transactions, 17(12), 1970-1977. DOI: 10.1109/TLA.2019.9011541Sutagundar, A., Bennur, V., Anusha, A., Bhanu, K., 2016. Agent Based Fault Tolerance in Wireless Sensor Networks. 2016 International Conference on Inventive Computation Technologies (ICICT) 1, 1-6. IEEEValencia, G., Núñez, J., Vanegas, M., 2020. Data set on wind speed, wind direction and wind probability distributions in Puerto Bolivar-Colombia. Data in Brief, 27, 104753. DOI: 10.1016/j.dib.2019.104753Vidhya, S., Sasilatha, T., 2018. Secure Data Transfer Using Multi Layer Security Protocol with Energy Power Consumption AODV in Wireless Sensor Networks. Wireless Personal Communications, 103(4), 3055- 3077.Villarrubia, G., De Paz, J., De La Iglesia, D., Bajo, J., 2017. Combining Multi-Agent Systems and Wireless Sensor Networks for Monitoring Crop Irrigation. 17(8), 1775. DOI: https://doi.org/10.3390/s17081775Wadhwa, L., Deshpande, R., Priye, V., 2016. Extended shortcut tree routing for ZigBee based wireless sensor network. Ad Hoc Networks, 37, 295- 300.Yang, S.H., 2014. Wireless Sensor Network. Londres, Reino Unido: Springer. ISBN 978-1-4471-5505-8Yu, K., Xie, Z., Qian, J., y Jin, G., 2013. The Implementation of Electronic Intelligent Tag System Based on Wireless Sensor Network. Communications and Network 5(01), 39. Doi:10.4236/cn.2013.51B010Zhang, Z., Mehmood, A., Shu, L., Huo, Z., Zhang, Y., & Mukherjee, M., 2018. A survey on fault diagnosis in wireless sensor networks. IEEE Access, 6, 11349-11364PublicationCC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8701https://repositorio.cuc.edu.co/bitstreams/4b03d2ba-0dc1-468f-942b-9bb82b0b0e20/download42fd4ad1e89814f5e4a476b409eb708cMD52ORIGINALRed de sensores inalámbricos multisalto para sistemas de domótica de área extendida y de bajo costo..pdfRed de sensores inalámbricos multisalto para sistemas de domótica de área extendida y de bajo costo..pdfapplication/pdf1603924https://repositorio.cuc.edu.co/bitstreams/2d076fcf-b605-4c4b-bef3-0afde49a367f/download8e0870d59dfacdd8ccfb491ad905c519MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-83196https://repositorio.cuc.edu.co/bitstreams/e469312e-1dc3-4f2a-bf8c-aeab403000ce/downloade30e9215131d99561d40d6b0abbe9badMD53THUMBNAILRed de sensores inalámbricos multisalto para sistemas de domótica de área extendida y de bajo costo..pdf.jpgRed de sensores inalámbricos multisalto para sistemas de domótica de área extendida y de bajo costo..pdf.jpgimage/jpeg24730https://repositorio.cuc.edu.co/bitstreams/fea605f0-8e20-4b0c-90bc-5a6af77c1bdb/downloadfddec94f9cc0abc9898996a16b3b3470MD54TEXTRed de sensores inalámbricos multisalto para sistemas de domótica de área extendida y de bajo costo..pdf.txtRed de sensores inalámbricos multisalto para sistemas de domótica de área extendida y de bajo costo..pdf.txttext/plain66736https://repositorio.cuc.edu.co/bitstreams/ec975e6d-4f1c-4a36-a80a-8aa3c6223c7a/download1aa9dc1728dc3d518b4c7062c72c89c5MD5511323/8012oai:repositorio.cuc.edu.co:11323/80122024-09-16 16:37:59.332http://creativecommons.org/publicdomain/zero/1.0/CC0 1.0 Universalopen.accesshttps://repositorio.cuc.edu.coRepositorio de la Universidad de la Costa CUCrepdigital@cuc.edu.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