Enhancing data transmission efficiency in wireless sensor networks through machine learning-enabled energy optimization: A grouping model approach

Enhancing data transmission efficiency in wireless sensor networks through machine learning-enabled energy optimization: A grouping model approach

Wireless Sensor Networks (WSNs) which plays a crucial role in data transmission in today’s digital era faces various types of research challenges due to limited energy constraints in sensor nodes. This study introduces a Machine Learning-based Energy Optimization Approach (ML-EOA) to overcome these...

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Bibliographic Details
Main Authors: I. Surenther, K.P. Sridhar, Michaelraj Kingston Roberts
Format: Article
Language:English
Published: Elsevier 2024-04-01
Series:Ain Shams Engineering Journal
Subjects:
Wireless sensor networks
Data transmission
Grouping model
Machine learning
Cluster head selection
Fuzzy logic
Online Access:http://www.sciencedirect.com/science/article/pii/S2090447924000194

Internet

http://www.sciencedirect.com/science/article/pii/S2090447924000194

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