Cobertura máxima de redes de sensores inalámbricos para un sistema de gestión de energía en hogares inteligentes
DOI:
https://doi.org/10.17981/ingecuc.12.2.2016.07Palabras clave:
redes de sensores inalámbricos, hogares inteligentes, cobertura, infraestructura de medición avanzada, interior, optimización.Resumen
Este artículo se desarrolla con base en redes de sensores sobre Smart Grids, en conjunto con una metodología de gestión apropiada que nos permita analizar y comprobar mediante una simulación el comportamiento de estas redes inalámbricas de una manera interna, dentro de una vivienda u hogar inteligente, teniendo en cuenta varios parámetros o restricciones como son la distancia de cobertura, la capacidad y el porcentaje de cobertura. Para ello se describe la infraestructura de redes inteligentes y se plantea un modelo matemático para minimizar la distancia de los sensores a los puntos de acceso dentro del área considerada. Además está enfocado en el diseño de estas redes inteligentes, donde se realiza una optimización de los diferentes puntos factibles, con lo que se logra una máxima cobertura de los sensores para implementar un adecuado sistema de gestión de energía en hogares inteligentes, basado en un servicio fiable de la conectividad de la red.
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X. Hao, Y. Wang, C. Wu, A. Y. Wang, L. Song, C. Hu, and L. Yu, "Smart meter deployment optimization for efficient electrical appliance state monitoring", 2012 IEEE Third Int. Conf. Smart Grid Commun, pp. 25-30, 2012. DOI: https://doi.org/10.1109/SmartGridComm.2012.6485954
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N. Chakraborty and S. M. Allayear, "Optimal Coverage of Wireless Sensor Network using Termite Colony Optimization Algorithm" , pp. 21–23, May 2015.
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M. Collotta and G. Pau, "A Novel Energy Management Approach for Smart Homes Using Bluetooth Low Energy", vol. 33, n° 12, pp. 2988-2996, 2015.
R. Ferri, M. Kim, and E. Yee, "Energy Efficient Smart Home Monitoring System in Wireless Sensor Network", US Pat. App. 10/856,684, n° 1406, 2004.
R. S. Ransing and M. Rajput, "Smart home for elderly care, based on Wireless Sensor Network" , 2015 Int. Conf. Nascent Technol. Eng. F., pp. 1-5, 2015. DOI: https://doi.org/10.1109/icnte.2015.7029932
A. Boustani, M. Jadliwala, H. M. Kwon, and N. Alamatsaz, "Optimal Resource Allocation in Cognitive Smart Grid Networks”, pp. 499-506, 2015. DOI: https://doi.org/10.1109/ccnc.2015.7158025
Y. Li, "Design of a Key Establishment Protocol for Smart Home Energy Management System", 2013 Fifth Int. Conf. Comput. Intell. Commun. Syst. Networks, pp. 88-93, 2013. DOI: https://doi.org/10.1109/cicsyn.2013.42
F. Viani, F. Robol, A. Polo, P. Rocca, G. Oliveri, and A. Massa, "Wireless architectures for heterogeneous sensing in smart home applications: Concepts and real implementation", Proc. IEEE, vol. 101, n° 11, pp. 2381- 2396, 2013. DOI: https://doi.org/10.1109/JPROC.2013.2266858
A. R. Devidas, T. S. Subeesh, and M. V. Ramesh, "Design and implementation of user interactive wireless smart home energy management system", in 2013 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2013, pp. 626-631. DOI: https://doi.org/10.1109/ICACCI.2013.6637245
P. H. Cheah, R. Zhang, H. B. Gooi, S. Member, H. Yu, and M. K. Foo, "Consumer Energy Portal and Home Energy Management System for Smart Grid Applications”, Conf. Power Energy 2012, pp. 407-411, November 2012.
Y. Liu, "Wireless Sensor Network Applications in Smart Grid: Recent Trends and Challenges", vol. 2012, pp. 2-7, 2012.
H. Pensas, M. Valtonen, and J. Vanhala, "Wireless Sensor Networks Energy Optimization Using User Location Information in Smart Homes", 2011 Int. Conf. Broadband Wirel. Comput. Commun. Appl., pp. 351-356, 2011. DOI: https://doi.org/10.1109/bwcca.2011.55
H. Wang, Y. Qian, and H. Sharif, "Multimedia communications over cognitive radio networks for smart grid applications", IEEE Wirel. Commun., vol. 20, pp. 125–132, August 2013. DOI: https://doi.org/10.1109/MWC.2013.6590059
S. M. Kazempour-Radi and M.-H. Rafiei-Sakhaei, "A utilization of wireless sensor network in smart homes, reviewing its combination with modern cellular networks," in 2011 International Conference on Communication and Industrial Application, 2011, pp. 1–5. DOI: https://doi.org/10.1109/ICCIndA.2011.6146694
J. Melorose, R. Perroy, and S. Careas, "Smart Home Platform based on Optimized Wireless Sensor Network Protocol and Scalable Architecture", Statew. Agric. L. Use Baseline 2015, vol. 1, pp. 0-4, 2015.
Y. Wang, "The design of smart home system based on wireless sensor network," in 2013 IEEE 4th International Conference on Electronics Information and Emergency Communication, 2013, pp. 106–108. DOI: https://doi.org/10.1109/iceiec.2013.6835464
F. Carrabs, R. Cerulli, C. D’Ambrosio, M. Gentili, and A. Raiconi, "Maximizing lifetime in wireless sensor networks with multiple sensor families", Comput. Oper. Res., vol. 60, pp. 121-137, 2015. DOI: https://doi.org/10.1016/j.cor.2015.02.013
N. Dziengel, M. Seiffert, M. Ziegert, S. Adler, S. Pfeiffer, and J. Schiller, "Deployment and evaluation of a fully applicable distributed event detection system in Wireless Sensor Networks", Ad Hoc Networks, vol. 37, pp. 160-182, 2013. DOI: https://doi.org/10.1016/j.adhoc.2015.08.017
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S. J. Lim, G.-J. Kim, and D. Kim, "An Energy Efficient Clustering in Wireless Sensor Networks”, Adv. Sci. Technol. Lett., vol. 95, n° CIA 2015, pp. 37-42, 2015. DOI: https://doi.org/10.14257/astl.2015.95.08
D. Zhong, W. Ji, Y. Liu, J. Han, and S. Li, "An improved routing algorithm of Zigbee wireless sensor network for smart home system”, 5th Int. Conf. Autom. Robot. Appl. pp. 346-350, 2011. DOI: https://doi.org/10.1109/icara.2011.6144907
A. Miraoui, K. Mabrouk, H. Snoussi, A. Amerhaye, and J. Duchene, "A large scale and low cost solution for realtime indoor localisation based on wireless sensor network," in International Workshop on Systems, Signal Processing and their Applications, WOSSPA, 2011, pp.392–395.
P.-V. Mekikis, G. Athanasiou, and C. Fischione, "A Wireless Sensor Network Testbed for Event Detection in Smart Homes”, 2013 IEEE Int. Conf. Distrib. Comput. Sens. Syst., pp. 321-322, 2013. DOI: https://doi.org/10.1109/dcoss.2013.36
A. K. Mishra and A. K. Turuk, "A comparative analysis of node replica detection schemes in wireless sensor networks", J. Netw. Comput. Appl., vol. 61, pp. 21-32, 2016. DOI: https://doi.org/10.1016/j.jnca.2015.12.001
E. Inga, "Redes de Comunicación en Smart Grid", INGENIUS. N°7, pp. 36-55, 2012.
I. F. Akyildiz, T. Melodia, and K. R. Chowdhury, "A survey on wireless multimedia sensor networks", Comput. Networks, vol. 51, no. 4, pp. 921-960, 2007. DOI: https://doi.org/10.1016/j.comnet.2006.10.002
S. Zahurul, N. Mariun, I. V. Grozescu, H. Tsuyoshi, Y. Mitani, M. L. Othman, H. Hizam, and I. Z. Abidin, "Future strategic plan analysis for integrating distributed renewable generation to smart grid through wireless sensor network: Malaysia prospect", Renew. Sustain.Energy Rev., vol. 53, pp. 978-992, 2016. DOI: https://doi.org/10.1016/j.rser.2015.09.020
L. Liang, L. Huang, X. Jiang, and Y. Yao, "Design and implementation of wireless Smart-home sensor network based on ZigBee protocol", 2008 Int. Conf. Commun. Circuits Syst. Proceedings, ICCCAS 2008, pp. 434-438, 2008.
R. Rios, J. Cuellar, and J. Lopez, "Probabilistic receiverlocation privacy protection in wireless sensor networks", Inf. Sci. (Ny)., vol. 321, pp. 205-223, 2015. DOI: https://doi.org/10.1016/j.ins.2015.01.016
L. Olivier, "Wireless Sensor Networking of Everyday Objects in a Smart Home Environment", pp. 189-194, 2008.
D. Han and J. Lim, "Smart home energy management system using IEEE 802.15.4 and zigbee," IEEE Trans. Consum. Electron., vol. 56, no. 3, pp. 1403–1410, Aug. 2010. DOI: https://doi.org/10.1109/TCE.2010.5606276
O. Asad, M. Erol-Kantarci, and H. Mouftah, "Sensor network web services for Demand-Side Energy Management applications in the smart grid," in 2011 IEEE Consumer Communications and Networking Conference (CCNC), 2011, pp. 1176–1180.
M. El Brak and M. Essaaidi, "Wireless sensor network in home automation network and smart grid," Complex Syst. (ICCS), 2012 Int. Conf., pp. 1–6, 2012.
X. Hao, Y. Wang, C. Wu, A. Y. Wang, L. Song, C. Hu, and L. Yu, "Smart meter deployment optimization for efficient electrical appliance state monitoring", 2012 IEEE Third Int. Conf. Smart Grid Commun, pp. 25-30, 2012. DOI: https://doi.org/10.1109/SmartGridComm.2012.6485954
K. Islam, W. Shen, and X. Wang, "Security and privacy considerations for Wireless Sensor Networks in smart home environments", Proc. 2012 IEEE 16th Int. Conf. Comput. Support. Coop. Work Des, pp. 626–633, 2012. DOI: https://doi.org/10.1109/cscwd.2012.6221884
D. F. Ramirez Hincapie and S. Cespedes, "Evaluation of mesh-under and route-over routing strategies in AMI systems," in 2012 IEEE Colombian Communications Conference (COLCOM), 2012, pp. 1–6. DOI: https://doi.org/10.1109/ColComCon.2012.6233670
N. H. Maghsoodi, M. Haghnegahdar, A. H. Jahangir, and E. Sanaei, "Performance evaluation of energy management system in smart home using wireless sensor network", Smart Grids (ICSG), 2012 2nd Iran. Conf., pp. 1-8, 2012.
M. Li and H.-J. Lin, "Design and Implementation of Smart Home Control Systems Based on Wireless Sensor Networks and Power Line Communications", IEEE Trans. Ind. Electron., vol. 62, no. 7, pp. 4430-4442, 2014 DOI: https://doi.org/10.1109/TIE.2014.2379586
G. Koutitas and L. Tassiulas, "A delay based optimization scheme for peak load reduction in the smart grid" , Proc. 3rd Int. Conf. Futur. Energy Syst. Where Energy, Comput. Commun. Meet - e-Energy '12, pp. 1-4, 2012. DOI: https://doi.org/10.1145/2208828.2208835
R. Ma and W. Meng, "Coexistence of smart utility networks and WLAN/ZigBee in smart grid", 2012 IEEE Third Int. Conf. Smart Grid Commun., pp. 211-216, 2012.
O. In, "An Interference Management Protocol for Multiple Physical Layers in IEEE" , , pp. 84-91, April 2013.
T. Rui, X. Guoliang, L. Benyuan, W. Jianping, and J. Xiaohua, "Exploiting Data Fusion to Improve the Coverage of Wireless Sensor Networks", Networking, IEEE/ACM Trans., vol. 20, n° 2, pp. 450-462, 2012.
Z. Shuaishuai, C. Sencun, and Z. Baihai, "Dynamic Differential Evolution Strategy Localization for Wireless Sensor Networks in Three-dimensional Space", pp.8423-8427, 2016.\
N. Chakraborty and S. M. Allayear, "Optimal Coverage of Wireless Sensor Network using Termite Colony Optimization Algorithm" , pp. 21–23, May 2015.
Q. Wang, G. Guo, and L. Cao, "Coverage strategy based on Voronoi geometric relationship for wireless sensor networks" , Proc. 2015 27th Chinese Control Decis. Conf. CCDC 2015, pp. 1465-1469, 2015. DOI: https://doi.org/10.1109/ccdc.2015.7162150
Z. Jingxuan, C. U. I. Lingguo, C. Senchun, and G. Zixiao, "A Localization Strategy Based On A Region Division For Wireless Sensor Networks", n° 61203144, pp. 8433-8437, 2016.
M. Y. Fathany and T. Adiono, "Wireless Protocol Design for Smart Home on Mesh Wireless Sensor Network", pp. 462-467, 2015. DOI: https://doi.org/10.1109/ispacs.2015.7432816
N. P. Sahari, "Smart Home System Using A Wireless Sensor Network For Elderly Care", pp. 51-55, 2016.
S. Al-Sharaeh, R. Hasan, and I. Salah, "An efficient routing technique that maximizes the lifetime and coverage of wireless sensor networks" , 2012 2nd Int. Conf. Digit. Inf. Commun. Technol. its Appl. DICTAP 2012, pp. 13-18, 2012. DOI: https://doi.org/10.1109/dictap.2012.6215360
M. Xu, L. Ma, F. Xia, T. Yuan, J. Qian, and M. Shao, "Design and Implementation of a Wireless Sensor Network for Smart Homes," in 2010 7th International Conference on Ubiquitous Intelligence & Computing and 7th International Conference on Autonomic & Trusted Computing, 2010, pp. 239–243. DOI: https://doi.org/10.1109/uic-atc.2010.16
N. H. Maghsoodi, M. Haghnegahdar, A. H. Jahangir, and E. Sanaei, "Performance evaluation of energy management system in smart home using wireless sensor network", In Smart Grids (ICSG), 2012 2nd Iran. Conf., pp. 1-8, 2012.
M. Collotta and G. Pau, "A Novel Energy Management Approach for Smart Homes Using Bluetooth Low Energy", vol. 33, n° 12, pp. 2988-2996, 2015.
R. Ferri, M. Kim, and E. Yee, "Energy Efficient Smart Home Monitoring System in Wireless Sensor Network", US Pat. App. 10/856,684, n° 1406, 2004.
R. S. Ransing and M. Rajput, "Smart home for elderly care, based on Wireless Sensor Network" , 2015 Int. Conf. Nascent Technol. Eng. F., pp. 1-5, 2015. DOI: https://doi.org/10.1109/icnte.2015.7029932
A. Boustani, M. Jadliwala, H. M. Kwon, and N. Alamatsaz, "Optimal Resource Allocation in Cognitive Smart Grid Networks”, pp. 499-506, 2015. DOI: https://doi.org/10.1109/ccnc.2015.7158025
Y. Li, "Design of a Key Establishment Protocol for Smart Home Energy Management System", 2013 Fifth Int. Conf. Comput. Intell. Commun. Syst. Networks, pp. 88-93, 2013. DOI: https://doi.org/10.1109/cicsyn.2013.42
F. Viani, F. Robol, A. Polo, P. Rocca, G. Oliveri, and A. Massa, "Wireless architectures for heterogeneous sensing in smart home applications: Concepts and real implementation", Proc. IEEE, vol. 101, n° 11, pp. 2381- 2396, 2013. DOI: https://doi.org/10.1109/JPROC.2013.2266858
A. R. Devidas, T. S. Subeesh, and M. V. Ramesh, "Design and implementation of user interactive wireless smart home energy management system", in 2013 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2013, pp. 626-631. DOI: https://doi.org/10.1109/ICACCI.2013.6637245
P. H. Cheah, R. Zhang, H. B. Gooi, S. Member, H. Yu, and M. K. Foo, "Consumer Energy Portal and Home Energy Management System for Smart Grid Applications”, Conf. Power Energy 2012, pp. 407-411, November 2012.
Y. Liu, "Wireless Sensor Network Applications in Smart Grid: Recent Trends and Challenges", vol. 2012, pp. 2-7, 2012.
H. Pensas, M. Valtonen, and J. Vanhala, "Wireless Sensor Networks Energy Optimization Using User Location Information in Smart Homes", 2011 Int. Conf. Broadband Wirel. Comput. Commun. Appl., pp. 351-356, 2011. DOI: https://doi.org/10.1109/bwcca.2011.55
H. Wang, Y. Qian, and H. Sharif, "Multimedia communications over cognitive radio networks for smart grid applications", IEEE Wirel. Commun., vol. 20, pp. 125–132, August 2013. DOI: https://doi.org/10.1109/MWC.2013.6590059
S. M. Kazempour-Radi and M.-H. Rafiei-Sakhaei, "A utilization of wireless sensor network in smart homes, reviewing its combination with modern cellular networks," in 2011 International Conference on Communication and Industrial Application, 2011, pp. 1–5. DOI: https://doi.org/10.1109/ICCIndA.2011.6146694
J. Melorose, R. Perroy, and S. Careas, "Smart Home Platform based on Optimized Wireless Sensor Network Protocol and Scalable Architecture", Statew. Agric. L. Use Baseline 2015, vol. 1, pp. 0-4, 2015.
Y. Wang, "The design of smart home system based on wireless sensor network," in 2013 IEEE 4th International Conference on Electronics Information and Emergency Communication, 2013, pp. 106–108. DOI: https://doi.org/10.1109/iceiec.2013.6835464
F. Carrabs, R. Cerulli, C. D’Ambrosio, M. Gentili, and A. Raiconi, "Maximizing lifetime in wireless sensor networks with multiple sensor families", Comput. Oper. Res., vol. 60, pp. 121-137, 2015. DOI: https://doi.org/10.1016/j.cor.2015.02.013
N. Dziengel, M. Seiffert, M. Ziegert, S. Adler, S. Pfeiffer, and J. Schiller, "Deployment and evaluation of a fully applicable distributed event detection system in Wireless Sensor Networks", Ad Hoc Networks, vol. 37, pp. 160-182, 2013. DOI: https://doi.org/10.1016/j.adhoc.2015.08.017
E. J. Palacios-García, J. M. Flores-Arias, A. Chen, F. J. Quiles-Latorre, and F. J. Bellido-Outeiri-o, "Home energy management system based on daily demand prediction and ZigBee network" , 2015 IEEE Int. Conf. Consum. Electron. ICCE 2015, pp. 315-316, 2015. DOI: https://doi.org/10.1109/icce.2015.7066428
S. J. Lim, G.-J. Kim, and D. Kim, "An Energy Efficient Clustering in Wireless Sensor Networks”, Adv. Sci. Technol. Lett., vol. 95, n° CIA 2015, pp. 37-42, 2015. DOI: https://doi.org/10.14257/astl.2015.95.08
D. Zhong, W. Ji, Y. Liu, J. Han, and S. Li, "An improved routing algorithm of Zigbee wireless sensor network for smart home system”, 5th Int. Conf. Autom. Robot. Appl. pp. 346-350, 2011. DOI: https://doi.org/10.1109/icara.2011.6144907
A. Miraoui, K. Mabrouk, H. Snoussi, A. Amerhaye, and J. Duchene, "A large scale and low cost solution for realtime indoor localisation based on wireless sensor network," in International Workshop on Systems, Signal Processing and their Applications, WOSSPA, 2011, pp.392–395.
P.-V. Mekikis, G. Athanasiou, and C. Fischione, "A Wireless Sensor Network Testbed for Event Detection in Smart Homes”, 2013 IEEE Int. Conf. Distrib. Comput. Sens. Syst., pp. 321-322, 2013. DOI: https://doi.org/10.1109/dcoss.2013.36
A. K. Mishra and A. K. Turuk, "A comparative analysis of node replica detection schemes in wireless sensor networks", J. Netw. Comput. Appl., vol. 61, pp. 21-32, 2016. DOI: https://doi.org/10.1016/j.jnca.2015.12.001
E. Inga, "Redes de Comunicación en Smart Grid", INGENIUS. N°7, pp. 36-55, 2012.
I. F. Akyildiz, T. Melodia, and K. R. Chowdhury, "A survey on wireless multimedia sensor networks", Comput. Networks, vol. 51, no. 4, pp. 921-960, 2007. DOI: https://doi.org/10.1016/j.comnet.2006.10.002
S. Zahurul, N. Mariun, I. V. Grozescu, H. Tsuyoshi, Y. Mitani, M. L. Othman, H. Hizam, and I. Z. Abidin, "Future strategic plan analysis for integrating distributed renewable generation to smart grid through wireless sensor network: Malaysia prospect", Renew. Sustain.Energy Rev., vol. 53, pp. 978-992, 2016. DOI: https://doi.org/10.1016/j.rser.2015.09.020
L. Liang, L. Huang, X. Jiang, and Y. Yao, "Design and implementation of wireless Smart-home sensor network based on ZigBee protocol", 2008 Int. Conf. Commun. Circuits Syst. Proceedings, ICCCAS 2008, pp. 434-438, 2008.
R. Rios, J. Cuellar, and J. Lopez, "Probabilistic receiverlocation privacy protection in wireless sensor networks", Inf. Sci. (Ny)., vol. 321, pp. 205-223, 2015. DOI: https://doi.org/10.1016/j.ins.2015.01.016
Publicado
2016-12-19
Cómo citar
Andrade Montoya, P. A., Morejón Bastidas, J. L., & Inga Ortega, E. M. (2016). Cobertura máxima de redes de sensores inalámbricos para un sistema de gestión de energía en hogares inteligentes. Inge Cuc, 12(2), 68–78. https://doi.org/10.17981/ingecuc.12.2.2016.07
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