Multi-Armed Bandits for Spectrum Allocation in Multi-Agent Channel Bonding WLANs

Multi-Armed Bandits for Spectrum Allocation in Multi-Agent Channel Bonding WLANs

While dynamic channel bonding (DCB) is proven to boost the capacity of wireless local area networks (WLANs) by adapting the bandwidth on a per-frame basis, its performance is tied to the primary and secondary channel selection. Unfortunately, in uncoordinated high-density deployments where multiple...

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Bibliographic Details
Main Authors: Sergio Barrachina-Munoz, Alessandro Chiumento, Boris Bellalta
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Channel bonding
spectrum allocation
multi-agent
reinforcement learning
multi-armed bandit
Online Access:https://ieeexplore.ieee.org/document/9543682/

Internet

https://ieeexplore.ieee.org/document/9543682/

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