학술논문

A Novel Hybridclustering Model Forwireless Sensor Networks
Document Type
Conference
Source
2023 International Conference on Artificial Intelligence and Knowledge Discovery in Concurrent Engineering (ICECONF) Artificial Intelligence and Knowledge Discovery in Concurrent Engineering (ICECONF), 2023 International Conference on. :1-8 Jan, 2023
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Wireless sensor networks
Routing
Knowledge discovery
Routing protocols
Hybrid power systems
Energy efficiency
Concurrent engineering
Clustering
Energy optimization
K-means
LEACH
Wireless sensor network
Language
Abstract
Energy efficiency is the largest critical provocation in the wireless sensor network. Communicationenergy is the ultimate consuming work in sensor junctions, especially in the great distance. Thus, clustered routing modelsaresystematicapproachesutilizedfor lowering the communication energy and expanding the lifespan of the networkwhichis the objective of this paper. This work proposes a hybrid clustered routingmodel for energyexpansion in WSN. Several clustering designs examine the residual power and distance in the middle of the junctions in the cluster heads selection and further rotate the cluster heads selection periodically. The proposed clustering design, K-Means, and LEACH protocol techniques are applied. The clustering planpermitsforreducing intra-cluster transmissions and to gain powerability for sensor junctions. The hybrid integration of K-means and Leach protocol is used toimprove the nodes' power and the network lifespan.