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 basic service sets (BSSs) may potentially overlap, hand-
crafted spectrum management techniques perform poorly given the complex
hidden/exposed nodes interactions. To cope with such challenging Wi-Fi environments, in …
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 basic service sets (BSSs) may potentially overlap, hand-
crafted spectrum management techniques perform poorly given the complex
hidden/exposed nodes interactions. To cope with such challenging Wi-Fi environments, in …
[引用][C] Multi-armed bandits for spectrum allocation in multi-agent channel bonding WLANs
B Bellalta - IEEE Access. 2021; 9: 133472-90., 2021 - Institute of Electrical and Electronics …
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