A Review on Energy Efficient Clustering Algorithms for IOT Application

Roshnee  Adlak; Pooja  Meena; Chetan  Agrawal

doi:10.24113/ijoscience.v7i4.388

Authors

Roshnee Adlak M.Tech Scholar, Department of Computer Science and Engineering, Radharaman Institute of Technology & Science, Bhopal, M.P, India
Pooja Meena Assistant Professor, Department of Computer Science and Engineering, Radharaman Institute of Technology & Science, Bhopal, M.P, India
Chetan Agrawal Assistant Professor, Department of Computer Science and Engineering, Radharaman Institute of Technology & Science, Bhopal , M.P, India

DOI:

https://doi.org/10.24113/ijoscience.v7i4.388

Keywords:

Wireless Sensor Network, Clustering Algorithm, Leach Protocol, IoT, Energy Efficiency

Abstract

A large range of applications in different areas are available in wireless sensor networks (WSNs). The Internet of Things (IoT), which allows connections between various objects or devices through the internet, was one of the most recent emerging applications. However, as opposed to mobile ad-hoc networks, WSNs have a greater concern for battery capacity, which affects the network’s durability. Therefore, numerous studies have focused on reducing the WSN’s energy use. One of the many approaches to minimizing the energy of the WSNs is to design a hierarchical clustering algorithm. In this paper, an algorithm for IoT applications is presented that is based on energy-efficient clustering and the cluster head election process

Downloads

Download data is not yet available.

Metrics

Metrics Loading ...

References

Ihsan Ullah, Hee Yong Youn, “Efficient data aggregation with node clustering and extreme learning machine for WSN”, The Journal of Supercomputing, Springer, 2020.

S. Radhika, P. Rangarajan, “On improving the lifespan of wireless sensor networks with fuzzy based clustering and machine learning based data reduction”, Applied Soft Computing Journal, 2019, 83.

K. Manzoor, S. H. Jokhio, T. J. S. Khanzada and I. A. Jokhio, “Enhanced TL-LEACH routing protocol for large-scale WSN applications”, Cybersecurity and Cyberforensics Conference (CCC), Melbourne, Australia, 2019, pp. 35-39.

I. Banerjee and P. Madhumathy, “An Agent Cluster Based Routing Protocol for Enhancing Lifetime of Wireless Sensor Network”, International Conference on Advanced Technologies in Intelligent Control, Environment, Computing & Communication Engineering (ICATIECE), Bangalore, India, 2019, pp. 265-268.

Trupti Mayee Behera, Umesh Chandra Samal, Sushanta Kumar Mohapatra, “Energy-efficient modified LEACH protocol for IoT application”, IET Wireless Sensor Systems, 2018, pp. 1-6.

M. Razzaq, D. Devi Ningombam and S. Shin, “Energy efficient K-means clustering-based routing protocol for WSN using optimal packet size”, International Conference on Information Networking (ICOIN), Chiang Mai, 2018, pp. 632-635.

W. Wibisono, T. Ahmad and R. Anggoro, “Position-Based Scheme for Multi-Hop Routing Protocol in Cluster-Based Wireless Sensor Networks”, International Conference on Wireless and Telematics (ICWT), Nusa Dua, 2018, pp. 1-6.

Abidoye, A.P., Obagbuwa, I.C.: ‘Models for integrating wireless sensor networks into the Internet of things’, IET Wirel. Sens. Syst., 2017, 7, (3), pp. 65–72.

Wu, W., Xiong, N., Wu, C.: ‘Improved clustering algorithm based on energy consumption in wireless sensor networks’, IET Netw., 2017, 6, (3), pp. 47–53.

Peng Li, Wanyuan Jiang, He Xu1,Wei Liu, “Energy Optimization Algorithm of Wireless Sensor Networks based on LEACH-B”, Springer, 2017.

Kandpal, R., Singh, R.: ‘Improving lifetime of wireless sensor networks by mitigating correlated data using LEACH protocol’. 2016 1st India Int. Conf. on Information Processing (IICIP), Delhi, India, 2016, pp. 1–6.

Siavoshi, S., Kavian, Y.S., Sharif, H.: ‘Load-balanced energy efficient clustering protocol for wireless sensor networks’, IET Wirel. Sens Syst., 2016, 6, (3), pp. 67–73.

Sasikala, A.S.D., Sangameswaran, N., Aravindh, P., et al.: ‘Improving the energy efficiency of LEACH protocol using VCH in wireless sensor network’, Int. J. Eng. Dev. Res., 2015, 3, (2), pp. 918–924.

Mahapatra, R.P., Yadav, R.K.: ‘Descendant of LEACH based routing protocols in wireless sensor networks’, Procedia Comput. Sci., 2015, 57, pp.1005–1014.

Yadav, L., Sunitha, C.: ‘Low energy adaptive clustering hierarchy in wireless sensor network (LEACH)’, Int. J. Comput. Sci. Inf. Technol., 2014, 5, (3), pp. 4661–4664.

Liu Jun, Qi Hua, Li Yan, “A modified LEACH algorithm in wireless sensor network based on NS2”, IEEE, 2012.

A. Boukerche, R. Araujo, and L. Villas, ‘‘A wireless actor and sensor networks QoS-aware routing protocol for the emergency preparedness class of applications,’’ in 31st IEEE Conference on Local Computer Networks, 2006, pp. 832–839.

Younis, O., Fahmy, S.: HEED: a hybrid, energy-efficient, distributed clustering approach for ad hoc sensor networks. IEEE Trans. Mob. Comput.,2004, 3(4), pp.366–379.