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

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
Main Authors: Sohail Sarang, Goran M. Stojanovic, Micheal Drieberg, Stevan Stankovski, Kishore Bingi, Varun Jeoti
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
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/

Internet

https://ieeexplore.ieee.org/document/10047857/

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