Federated Deep Reinforcement Learning-Based Intelligent Channel Access in Dense Wi-Fi Deployments

Xinyang Du, Xuming Fang, Rong He +3

The IEEE 802.11 MAC layer utilizes the Carrier Sense Multiple Access with Collision Avoidance (CSMA/CA) mechanism for channel contention, but dense Wi-Fi deployments often cause hi…