Reinforcement Learning Based Adaptive Duty Cycling in LR-WPANs

Reinforcement Learning Based Adaptive Duty Cycling in LR-WPANs

For conserving energy, duty cycle is defined by setting up the active and sleep periods of network nodes. In beacon enabled networks, to provide support for duty cycle, the IEEE 802.15.4 standard uses optional super-frame structure. This duty cycle is usually fixed and does not consider the topology...

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Bibliographic Details
Main Authors: Shahzad Sarwar, Rabia Sirhindi, Laeeq Aslam, Ghulam Mustafa, Muhammad Murtaza Yousaf, Syed Waqar Ul Qounain Jaffry
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Duty cycling
IEEE 802154
reinforcement learning
super frame parameters
Online Access:https://ieeexplore.ieee.org/document/9183929/

Internet

https://ieeexplore.ieee.org/document/9183929/

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