What is it about?
An event driven data model that depends on FCM with DTA which is named as Voronoi Fuzzy Clustering with Decision Tree Algorithm (VFDTA) is adopted in this study. The evaluation metrics the performance of VFDTA protocol is better than wellknown protocols (LEACH, SEP and Z-SEP) in terms of network stability, consumed energy and network lifetime.
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Why is it important?
The main goal of VFDTA protocol is to reduce the intra-clustering distance, and evaluate its effects on the life of the network by distributing power consumption evenly through a more stable cluster heads. From the simulation results we can observe that the proposed protocol will promote the nodes residual energy because of smart election of CHs.
Perspectives
A robust VFDTA protocol for data collection and transmission in limited resources wireless sensor network is being considered in this research. In order to overcome the limitation of energy resources for individual nodes and reduce the in intra-clustering communication distance, which have high effects on the consumed energy and network lifetime, the VFDTA is proposed. Firstly, Voronoi diagram could be utilized as prime sampling method for determining the WSN coverage area based on nodes energy.
Ass. Prof. Aqeel Kamil Kadhim
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This page is a summary of: Intra-clustering communication enhancement in WSN by using skillful methodologies, Journal of Physics Conference Series, May 2020, Institute of Physics Publishing,
DOI: 10.1088/1742-6596/1530/1/012005.
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