Machine Learning Prediction Based Adaptive Duty Cycle MAC Protocol for Solar Energy Harvesting Wireless Sensor Networks

The dynamic nature of energy harvesting rate, arising because of ever changing weather conditions, raises new concerns in energy harvesting based wireless sensor networks (EH-WSNs). Therefore, this drives the development of energy aware EH solutions. Formerly, many Medium Access Control (MAC) protoc...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Sohail Sarang, Goran M. Stojanovic, Micheal Drieberg, Stevan Stankovski, Kishore Bingi, Varun Jeoti
Format:	Article
Language:	English
Published:	IEEE 2023-01-01
Subjects:	Machine learning solar energy prediction adaptive duty cycle energy harvesting aware communication MAC protocol EH-WSNs
Online Access:	https://ieeexplore.ieee.org/document/10047857/