A three-level hierarchical multi-armed bandit scheduler for coordinated spatial reuse in IEEE 802.11bn Wi-Fi raises aggregate throughput by about 80% over legacy random access in simulations, with a smaller real testbed validation.
IEEE 802.11bn Multi-AP Coordinated Spatial Reuse with Hierarchical Multi-Armed Bandits,
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Coordinated Spatial Reuse Scheduling With Machine Learning in IEEE 802.11 MAPC Networks
A three-level hierarchical multi-armed bandit scheduler for coordinated spatial reuse in IEEE 802.11bn Wi-Fi raises aggregate throughput by about 80% over legacy random access in simulations, with a smaller real testbed validation.