Maximum coverage of wireless sensor networks for an energy management system in smart homes
DOI:
https://doi.org/10.17981/ingecuc.12.2.2016.07Keywords:
Wireless Sensor Network, Smart Home, Coverage, Advanced Metering Infrastructure, Indoor, Optimization.Abstract
This article was developed based on sensor networks for Smart Grids, together with appropriate management methodology which it allows us to analyze and check by a simulation the behavior of these wireless networks in an internal way, inside of a dwelling or smart home, knowing that we use different parameters or restrictions like the coverage distance, the capacity and the percentage of coverage. For this we described the intelligent network infrastructure and we propose a mathematical model to minimize the distance from the sensors to the access points inside the considered area. Additionally, this paper is focused on the design of these smart grids. An optimization of the different feasible points is presented, obtaining a maximum coverage of the sensors, in order to implement an appropriate energy management system in smart homes, based on reliable service network connectivity.
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References
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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
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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.
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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
Published
2016-12-19
How to Cite
Andrade Montoya, P. A., Morejón Bastidas, J. L., & Inga Ortega, E. M. (2016). Maximum coverage of wireless sensor networks for an energy management system in smart homes. INGE CUC, 12(2), 68–78. https://doi.org/10.17981/ingecuc.12.2.2016.07
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