Neural Network-Based Bandit: A Medium Access Control for the IIoT Alarm Scenario

Neural Network-Based Bandit: A Medium Access Control for the IIoT Alarm Scenario

Efficient Random Access (RA) is critical for enabling reliable communication in Industrial Internet of Things (IIoT) networks. Herein, we propose a deep reinforcement learning-based distributed RA scheme, entitled Neural Network-Based Bandit (NNBB), for the IIoT alarm scenario. In such a scenario, d...

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Bibliographic Details
Main Authors: Prasoon Raghuwanshi, Onel Luis Alcaraz Lopez, Neelesh B. Mehta, Hirley Alves, Matti Latva-Aho
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Journal of the Communications Society
Subjects:
Alarm scenario
deep reinforcement learning
Industrial Internet of Things
multi-armed bandit
neural network-based bandit
random access
Online Access:https://ieeexplore.ieee.org/document/10767384/
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