Predictability of Internet of Things Traffic at the Medium Access Control Layer Against Information-Theoretic Bounds

Predictability of Internet of Things Traffic at the Medium Access Control Layer Against Information-Theoretic Bounds

Most of the existing Medium Access Control (MAC) layer protocols for the Internet of Things (IoT) model the traffic generated by each IoT device via random arrivals such as those in a Poisson process. Under this model, since it is implied that IoT device traffic cannot be predicted, only reactive MA...

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Bibliographic Details
Main Authors: Mert Nakip, Baran Can Gul, Volkan Rodoplu, Cuneyt Guzelis
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Internet of Things (IoT)
network traffic
predictability
forecasting
machine learning
Online Access:https://ieeexplore.ieee.org/document/9771448/

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