Efficiency Improvement in Wireless Sensor Networks using ABC Algorithm for Cluster-based Packet Forwarding

Autor:	D. Devipriya, K. Thenkumari, B. Rajesh Shyamala Devi
Rok vydání:	2016
Předmět:	Multidisciplinary Network packet business.industry Computer science Node (networking) Packet forwarding Particle swarm optimization Throughput business Wireless sensor network Algorithm Energy (signal processing) Computer network Efficient energy use
Zdroj:	Indian Journal of Science and Technology. 9
ISSN:	0974-5645 0974-6846
DOI:	10.17485/ijst/2016/v9i30/99008
Popis:	Background/Objectives: The Particle Swarm Optimization (PSO) uses the sleeping mechanism that provided energy optimization in Wireless Sensor Networks (WSN), but failed to provide better energy efficiency. Methods/Analysis: This paper proposes an Artificial Bee Colony (ABC) Algorithm, to improve the energy efficiency of WSN by proper Cluster Head (CH) selection. The proposed algorithm helps to form a cluster in a network, in which the nodes are randomly deployed. Findings: The selection of CHs is based on the energy of each node which is communicated using ABC algorithm. The energy and time involved in the CH search mechanism are much minimal than the time and energy consumed by PSO algorithm. Thus, the overall network lifetime is enhanced by generating more alive nodes. Novelty/Improvement: The performance of the proposed system is validated in terms of Packet delay Ratio (PDR), Throughput and the lifetime of the WSN.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::9e9988652e6eed3d9d6b294322e8af2f https://doi.org/10.17485/ijst/2016/v9i30/99008 Zobrazit plný text záznamu