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All Journal International Journal of Electrical Engineering, Mathematics and Computer Science
Chukwuemeka Ayodele Obi
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Computer Science & IT Engineering Mathematics

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Optimizing Data Transmission in Wireless Sensor Networks Using Machine Learning Olusegun Adebayo Johnson; Chukwuemeka Ayodele Obi
International Journal of Electrical Engineering, Mathematics and Computer Science Vol. 1 No. 2 (2024): June : International Journal of Electrical Engineering, Mathematics and Compute
Publisher : Asosiasi Riset Teknik Elektro dan Infomatika Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62951/ijeemcs.v1i2.76

Abstract

Data transmission efficiency is crucial in wireless sensor networks (WSNs), where limited battery life and signal reliability are significant concerns. This research explores various machine learning algorithms aimed at optimizing data transmission in WSNs, focusing on reducing energy consumption and enhancing network stability. Simulation results indicate marked improvements in efficiency, making WSNs more viable for long-term deployment across diverse environments.
Co-Authors Olusegun Adebayo Johnson