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Recent Advances in Computer Science and Communications

Editor-in-Chief

ISSN (Print): 2666-2558
ISSN (Online): 2666-2566

Review Article

Wireless Sensor Network in IoT and Performance Optimization

Author(s): Sunita Gupta*, Sakar Gupta and Dinesh Goyal

Volume 15, Issue 1, 2022

Published on: 31 August, 2020

Page: [14 - 22] Pages: 9

DOI: 10.2174/2666255813999200831123235

Price: $65

Abstract

A serious problem in Wireless Sensor Networks (WSNs) is to attain high energy efficiency as a battery is used for power generation that has limited stored energy. They can not be suitably replaced or recharged. The appearance of renewable energy harvesting techniques and their combination with sensor devices gives Energy Harvesting Wireless Sensor Networks (EHWSNs). IoT is now becoming part of our lives, comforting simplifying our routines and work life. IoT is very popular. It connects, computes, communicates, and performs the required task. IoT is actually a network of physical devices or things that can interact with each other to share information. This paper gives an overview of WSN and IoT, related work, different ways of connecting WSN with the internet, development of smart home, challenges for WSN, etc. Next, a framework for performance optimization in IoT is given and QC-PC-MCSC heuristic is analyzed in terms of energy efficiency and life time of a sensor on energy latency density design space, a topology management application that is power efficient. QC-PC-MCSC and QC-MCSC are compared for energy efficiency and life time of a sensor over energy latency density design space, a topology management application.

Keywords: Wireless sensor network, energy harvesting wireless sensor networks, internet of things, coverage, performance optimization, RFID tags.

Graphical Abstract

[1]
J. Cabra, D. Castro, J. Colorado, D. Mendez, and L. Trujillo, "An IoT approach for wireless sensor networks applied to e-health environmental monitoring", In 2017 IEEE International Conference on Internet of Things, 2017pp. 578-583
[http://dx.doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData]
[2]
S. Gupta, and K.C. Roy, "Comparison of different energy minimization techniques in wireless sensor network", Int. J. Comput. Appl., vol. 75, no. 18, pp. 20-26, 2013.
[3]
S. Gupta, and K. C. Roy, "Energy efficient target coverage issues in wireless sensor network", Int. J. Comput. Organ. Trends, vol. 11, no. 3, 2011.
[4]
S. Gupta, and K.C. Roy, "Comparison of sensor node scheduling algorithms in wireless sensor networks", Int. Res. J. Eng. Technol., vol. 2, no. 6, pp. 97-104, 2015.
[5]
M. Chowdhury, W. Mciver, and J. Light, "Data association in remote health monitoring systems", IEEE Commun. Mag., vol. 50, pp. 144-149, 2012.
[http://dx.doi.org/10.1109/MCOM.2012.6211499]
[6]
M. Aminian, and H.R. Naji, "A hospital healthcare monitoring system using wireless sensor networks", J. Health Med. Inform., vol. 4, no. 02, p. 121, 2013.
[7]
H. Huang, A.V. Savkin, M. Ding, and C. Huang, "Mobile robots in wireless sensor networks: A survey on tasks", Comput. Netw., vol. 148, pp. 1-19, 2019.
[http://dx.doi.org/10.1016/j.comnet.2018.10.018]
[8]
V.A. Dhtore, A.R. Verma, and S.B. Thigale, "Energy efficient routing protocol for IOT based application", In Proceedings of the 2nd International Conference on Advanced Technologies for Societal Applications, 2019pp. 197-204
[9]
M. Babar, F. Arif, and M. Irfan, “Internet of Things–based smart city environments using big data analytics: A survey”, Recent Trends and Advances in Wireless and IoT-Enabled Networks, EAI/Springer Innovations in Communication and Computing., Springer, 2019, pp. 129-138.
[10]
H. Mostafaei, and M.S. Obaidat, "A greedy overlap-based algorithm for partial coverage of heterogeneous WSNS", In 2017 IEEE Global Communications Conference, 2017pp. 1-6
[http://dx.doi.org/10.1109/GLOCOM.2017.8254431]
[11]
H. Mostafaei, M.U. Chowdhury, R. Islam, and H. Gholiadeh, "Connected P-percent coverage in wireless sensor networks based on degree constraint dominating set approach", In Proceedings of the 18th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, 2015pp. 157-160
[http://dx.doi.org/10.1145/2811587.2811625]
[12]
H. Mostafaei, M. Esnaashari, and M.R. Meybodi, "A coverage monitoring algorithm based on learning automata for wireless sensor networks", Appl. Math. Inf. Sci., vol. 9, no. 3, pp. 1317-1325, 2015.
[13]
H. Mostafaei, and M.R. Meybodi, "Maximizing lifetime of target coverage in wireless sensor networks using learning automata", Wirel. Pers. Commun., vol. 71, no. 2, pp. 1461-1477, 2013.
[http://dx.doi.org/10.1007/s11277-012-0885-y]
[14]
H. Mostafaei, M.R. Meybodi, and M. Esnaashari, "EEMLA: Energy efficient monitoring of wireless sensor network with learning automata", In Proceedings of the 2010 International Conference on Signal Acquisition and Processing, 2010pp. 107-111
[http://dx.doi.org/10.1109/ICSAP.2010.14]
[15]
B. LasyaSri and L. N. Devi, "Integration approaches and challenges of WSN for IoT", Int. Res. J. Eng. Technol., vol. 5, no. 05, p. 1246, 2018.
[16]
M. Kocakulak, and I. Butun, "An overview of wireless sensor networks towards internet of things", In: In 2017 IEEE 7th Annual Computing and Communication Workshop and Conference, 2017, pp. 1-6.
[http://dx.doi.org/10.1109/CCWC.2017.7868374]
[17]
S. Gupta, and S. Gupta, Comparative analysis of energy consumption in sensor node scheduling heuristics in wireless sensor network.In Engineering Vibration, Communication and Information Processing., Singapore: Springer Singapore, 2019, pp. 399-406.
[http://dx.doi.org/10.1007/978-981-13-1642-5_36]
[18]
A. Didioui, C. Bernier, D. Morche, and O. Sentieys, "HarvWSNet: A co-simulation framework for energy harvesting wireless sensor networks", In 2013 International Conference on Computing, Networking and Communications, 2013pp. 808-812
[http://dx.doi.org/10.1109/ICCNC.2013.6504192]
[19]
M. Kocakulak, and I. Butun, "An overview of wireless sensor networks towards internet of things", In 2017 IEEE 7th Annual Computing and Communication Workshop and Conference, 2017pp. 1-6
[20]
N. Khalil, M.R. Abid, D. Benhaddou, and Gerndt M., "Wireless sensor network for internet of things", In: In 2014 IEEE 9th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, 2014, pp. 1-6.
[21]
Y.W. Kuo, C.L. Li, J.H. Jhang, and S. Lin, "Design of a wireless sensor network based IoT platform for wide area and heterogeneous applications", IEEE Sens. J., vol. 18, no. 12, pp. 5187-5197, 2018.
[22]
A. Kumar, M. Zhao, K.J. Wong, Y.L. Guan, and P.H. Chong, "A comprehensive study of IoT and WSN MAC protocols: Research issues, challenges and opportunities", IEEE Access, vol. 6, pp. 76228-76262, 2018.
[http://dx.doi.org/10.1109/ACCESS.2018.2883391]
[23]
H. Ghayvat, S. Mukhopadhyay, X. Gui, and N. Suryadevara, "WSN- and IOT-based smart homes and their extension to smart buildings", Sensors, vol. 15, no. 5, pp. 10350-10379, 2015.
[24]
N.N. Srinidhi, S.D. Kumar, and K.R. Venugopal, "Network optimizations in the internet of things: A review", Eng. Sci. Technol. Int. J., vol. 22, no. 1, pp. 1-21, 2019.
[http://dx.doi.org/10.1016/j.jestch.2018.09.003]
[25]
S.S. Anjum, R.M. Noor, I. Ahmedy, and M.H. Anisi, "Energy optimization of sustainable Internet of Things (IoT) systems using an energy harvesting medium access protocol", In IOP Conf. Ser. Earth Environ. Sci., vol. 268, no. 1, p. 012094, 2019.
[26]
Z. Wang, X. Qin, and B. Liu, "An energy-efficient clustering routing algorithm for WSN-assisted IoT", In 2018 IEEE Wireless Communications and Networking Conference, 2018pp. 1-6
[http://dx.doi.org/10.1109/WCNC.2018.8377171]
[27]
A.K. Bharti, R. Negi, and D.K. Verma, "A framework for performance optimization of IoT applications", Int. J. Res. Anal. Rev., vol. 6, no. 2, pp. 1-9, 2019.
[28]
S. Gupta, K.C. Roy, D. Goyal, and S. Gupta, "A novel energy efficient connected target coverage heuristic in WSN", Int. J. Comput. Sci. Inf. Secur., vol. 14, no. 4, pp. 471-479, 2016.
[29]
J. Polastre, J. Hill, and D. Culler, "Versatile low power media access for wireless sensor networks", In Proceedings of the 2nd international conference on Embedded networked sensor systems, 2004pp. 95-107
[http://dx.doi.org/10.1145/1031495.1031508]
[30]
S. Gupta, and S. Gupta, Analysis and comparison of sensor node scheduling heuristic for WSN and energy harvesting WSN.In Smart IOT Systems: Innovations in Computing., Springer Nature: Singapore, Vol. 141, pp. 131-139, 2020.
[31]
S. Gupta, K.C. Roy, and D. Goyal, "Comparative performance analysis of QC-MCSC heuristic with existing heuristics over energy latency density design space for wireless sensor network", Int. J. Digital Appl. Contemp. Res., vol. 4, no. 4, pp. 1-7, 2015.

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