Work

Energy-Efficient Hybrid K-Means Algorithm for Clustered Wireless Sensor Networks

Year: 2017

Type: article

Abstract: Energy efficiency is the most critical challenge in wireless sensor network. The transmission energy is the most consuming task in sensor nodes, specifically in large distances. Clustered routing techniques are efficient approaches used to lower the transmission energy and maximize the network’s lifetime. In this paper, a hybrid clustered routing approach is proposed for energy optimization in WSN. This approach is based on K-Means clustering algorithm and LEACH protocol. The simulation results using MATLAB tool have shown that the proposed hybrid approach outperforms LEACH protocol and optimizes the nodes energy and the network lifetime.

Source: International Journal of Electrical and Computer Engineering (IJECE)

DOI: 10.11591/ijece.v7i4.pp2054-2060

Authors: Aziz Mahboub, Mounir Arioua, El Mokhtar En-Naimi

Institution: Abdelmalek Essaâdi University

Language: English

Topic: Energy Efficient Wireless Sensor Networks

Subfield: Computer Networks and Communications

Field: Computer Science

Domain: Physical Sciences

SDGs: Industry, innovation and infrastructure, Affordable and clean energy

Open Access status: diamond

OpenAlex ID: W2617513273

FWCI: 2.004

Cites: 15

Cited by: 41

Related to: 10