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2024 | OriginalPaper | Buchkapitel

VERD: A Proficient Algorithm for Selecting Cluster Leaders in Wireless Sensor Networks

verfasst von : Emmanuel Oluropo Ogungbemi, Kufre Michael Udofia, Philip Michael Asuquo, Kingsley Monday Udofia

Erschienen in: The Second International Adaptive and Sustainable Science, Engineering and Technology Conference

Verlag: Springer Nature Switzerland

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Abstract

Energy conservation poses a significant challenge in wireless sensor networks (WSNs) due to the limited energy of sensors. Consequently, clustering has emerged as the most effective approach for achieving optimal energy utilization and prolonging the lifetime of sensors in networks. Establishing cluster leaders or cluster heads is essential in cluster sensor networks to handle the aggregation and transmission of data traffic from the cluster. However, the cluster head selection algorithm introduces instability to the network. VERD is a proficient cluster head selection algorithm that uses the node’s visibility index, node’s energy, received signal strength indicator, and distance from the sink to derive the eligibility index for a cluster head selection. To enhance efficiency, VERD considered a few sensors within a certain distance radius of the sink as independent. Independent sensors communicated directly with the sink, thereby reducing the load on the selected cluster heads. VERD was evaluated with HEEL, SEP, and PEGASIS algorithms, and its performance showed an appreciable improvement in the network’s energy conservation. Furthermore, while the WSN’s lifetime was extended by 36.65%, the network stability improved by an average of 46.08%.

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Ouni, R., Saleem, K.: Framework for sustainable wireless sensor network based environmental monitoring. Sustain. For. 14(14), 8356 (2022)CrossRef

Raghuvanshi, A.S., Tiwari, A., Tripathi, R., Kishor, N.: Optimal number of cluster in wireless sensor network: an FCM approach. Int. J. Sens. Netw. 12(1), 16–24 (2012)CrossRef

Thyagarajan, J., Kulanthaivelu, S.: A joint hybrid corona based opportunistic routing design with quasi mobile sink for IoT based wireless sensor network. J. Ambient Intell. Hum. Comput., 1–19 (2020)

Johana, A.M., Johan, S.R.-R., Jesus, M.P.: Contrasting internet of things and wireless sensor network from a conceptual overview. In: International Conference on Internet of Things and Green Computing and Communication (2016)

Kiani, F., Seyyedabbasi, A.: Wireless sensor network and internet of things in precision agriculture. Int. J. Adv. Comput. Sci. Appl., 99–103 (2018)

Kiani, F.: Animal behaviour management by energy efficient wireless sensor networks. Comput. Electron. Agric., 478–484 (2018)

Loubna, H., Bouchaib, N.: Application of wireless sensor networks in the field of irrigation: a review. Elsevier Comput. Electron. Agric. 179, 105782 (2020)CrossRef

Saleh, N., Kassem, A., Haider, A.M.: Energy efficient architecture for wireless sensor networks in healthcare applications. IEEE Access, 6478–6486 (2018)

Ahsan, A., Mandar, G., Saadullah, F., Cosimo, L., Kia, D., Hadi, L., Amir, H.: A survey of the role of wireless networks and IoT in disaster management. Geol. Disaster Monit. Based Sens. Netw., 57–66 (2019)

10.

Hussain, M.A., Pervez, K., Kyung, S.K.: WSN research activities for military application. In: 11th International Conference on Advance Communication Technology, vol. 1, pp. 271–274. IEEE (2009)

11.

Pedro, C., Martinez, J.F., Jesus, R.M., Alexandra, C.: Integration of wearable devices in a wireless sensor network for an e-health application. IEEE Wirel. Commun., 38–49 (2013)

12.

Shantanu, B., Avinash, K.A., Om, P., Shailendra, S., Mohit, P., Rishi, K.: Introduction to sensors for aerospace and automotive applications. Sens. Automot. Aerosp. Appl., 1–6 (2018)

13.

Philip, A., Haitham, C., Jeremy, M., Chibueze, P.A.O., Ao, L., Waleed, H., Shihan, B., Zhili, S.: Security and privacy in location-based services for vehicular and mobile communications: an overview, challenges, and countermeasures. IEEE Internet Things J., 4778–4802 (2018)

14.

Suman, B., Depali, G., Sonal, Reddy, S.R.N.: Smart parking – a wireless sensor networks application using IoT. In: Proceeding of International Conference on Communication, Computing, and Networking. Lecture Note on Networks and Systems, pp. 217–239, Singapore (2019)

15.

Hariprasath, M., Yuvaraja, T., Ramya, K., Arun, R.: A novel optimal robotized parking system using advanced wireless sensor network. Hindawi J. Sens., 10 (2021)

16.

Akhilesh, P., Rajat, K.S.: EADCR: energy aware distance based cluster head selection and routing protocol for wireless sensor networks. J. Circ. Syst. Comput. (2021)

17.

Nellore, N.R., Senthikumar, C.: Energy efficient clustering hierarchy in wireless sensor network using dynamic clustering approach ILEACH-ACHH protocol compared with LEACH-ACHH protocol. In: 2nd International Conference on Innovative Practices in Technology and Management (2022)

18.

Pariselvam, S., Manikandan, M., Praveenkumar, P., Vinothvarma, R.: Energy efficient RSSI based low energy node utilization routing in manet. In: Proceeding of International Conference on Systems Computation Automation and Networking, India (2019)

19.

Prasanth, A., Pavalarajan, S.: Implementation of efficient intra and inter-zone routing for extending networks consistency in wireless sensor networks. J. Circ. Syst. Comput. (2019)

20.

Akhilesh, P., Lackshman, S., Rajat, K.: RCH-LEACH: residual energy based cluster head selection in LEACH for wireless sensor networks. In: International Conference on Electrical and Electronics Engineering (2020)

21.

Amir, S., Gulustan, D., Farzad, K.: HEEL: a new clustering method to improve wireless sensor network lifetime. IET Wirel. Sens. Syst., 130–136 (2019)

22.

Farzad, K., Amir, S., Sajjad, N.: Improving the performance of hierarchical wireless sensor networks using the metaheuristic algorithm: efficient cluster head selection. Sens. Rev. 41(4), 368–381 (2021)CrossRef

23.

Ankur, G., Shivam, M., Sandeep, K.: A review of energy- efficient mechanisms for cluster-head selection in WSN for IoT application. In: IOP Conference Series: Material Science and Engineering (2021)

24.

Heinzelman, W.B., Anantha, P.C., Hari, B.: An application-specific protocol architecture for wireless microsensor networks. IEEE Trans. Wirel. Commun., 660–670 (2002)

25.

Ahmed, A.-B., Ayman, E.S.: A new algorithm for cluster head selection in LEACH protocol for wireless sensor networks. Int. J. Commun. Syst.. Wiley. (2017)

26.

Mahmood, D., Javaid, N., Mahmood, S., Qureshi, S., Memon, A.M., Zaman, T.: MODLEACH: A variant of LEACH for WSNs. In: Eighth International Conference on Broadband and Wireless Computing, Communication and Applications, Compiegne (2013)

27.

Manjeshwar, A., Agrawal, D.P.: TEEN: a routing protocol for enhanced efficiency in wireless network. In: Proceedings 15th International Parallel and Distributed Processing Symposium, San Francisco (2002)

28.

Lindsey, S., Raghavendra, C.S.: PEGASIS: Power efficient gathering in sensor information systems. In: Aerospace Conference Proceeding, USA (2002)

29.

Li, Q., Aslam, J., Rus, D.: Hierarchical power aware routing in sensor networks. In: Proceeding of DIMACS Workshop on Pervasive Networking, New Brunswick (2001)

30.

Georgios, S., Ibrahim, M., Azer, B.: SEP: A Stable Election Protocol for Clustered Heterogeneous Wireless Sensor Networks. Boston University Computer Science Technical Report, Boston (2004)

31.

Amruta, L., Damodar, R.E.: Cluster head selection and cluster construction using fuzzy logic in WSNs. IEEE Xplore. (2020)

32.

Haddar, M.A.: Scalable and energy aware K-leaders election algorithm in IoT wireless sensor networks.,” Springer. Wirel. Pers. Commun. (2022)

33.

Handy, M.J., Haase, M., Timmermann, D.: Low energy adaptive clustering hierarchy with deterministic cluster-head selection. In: 4th International Workshop on Mobile and Wireless Communications Network, Sweden (2002)

Titel: VERD: A Proficient Algorithm for Selecting Cluster Leaders in Wireless Sensor Networks
verfasst von: Emmanuel Oluropo Ogungbemi
Kufre Michael Udofia
Philip Michael Asuquo
Kingsley Monday Udofia
Verlag: Springer Nature Switzerland
Buch: The Second International Adaptive and Sustainable Science, Engineering and Technology Conference
Print ISBN: 978-3-031-53934-3

Electronic ISBN: 978-3-031-53935-0

Copyright-Jahr: 2024
DOI: https://doi.org/10.1007/978-3-031-53935-0_19

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