A Hybrid Approach for Energy Consumption and Improvement in Sensor Network Lifespan in Wireless Sensor Networks

Autor:	Arif Ullah, Fawad Salam Khan, Zia Mohy-ud-din, Noman Hassany, Jahan Zeb Gul, Maryam Khan, Woo Young Kim, Youn Cheol Park, Muhammad Muqeet Rehman
Jazyk:	angličtina
Rok vydání:	2024
Předmět:	hybrid routing protocol energy efficiency network lifetime hidden Markov model fuzzy spider monkey Chemical technology TP1-1185
Zdroj:	Sensors, Vol 24, Iss 5, p 1353 (2024)
Druh dokumentu:	article
ISSN:	1424-8220
DOI:	10.3390/s24051353
Popis:	In this paper, we propose an improved clustering algorithm for wireless sensor networks (WSNs) that aims to increase network lifetime and efficiency. We introduce an enhanced fuzzy spider monkey optimization technique and a hidden Markov model-based clustering algorithm for selecting cluster heads. Our approach considers factors such as network cluster head energy, cluster head density, and cluster head position. We also enhance the energy-efficient routing strategy for connecting cluster heads to the base station. Additionally, we introduce a polling control method to improve network performance while maintaining energy efficiency during steady transmission periods. Simulation results demonstrate a 1.2% improvement in network performance using our proposed model.
Databáze:	Directory of Open Access Journals
Externí odkaz:	https://doaj.org/article/430e2efd8e014a6791ab42fedaab806a Zobrazit plný text záznamu View record in DOAJ Plný text ve formátu PDF Plný text ve formátu HTML
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