2 papers
cs.LG2022
Learning-based Autonomous Channel Access in the Presence of Hidden Terminals
Yulin Shao, Yucheng Cai, Taotao Wang +4
We consider the problem of autonomous channel access (AutoCA), where a group of terminals tries to discover a communication strategy with an access point (AP) via a common wireless…
cs.IT2021
Deep Learning Based MAC via Joint Channel Access and Rate Adaptation
Jiantao Xin, Wensen Xu, Yucheng Cai +5
The existing medium access control (MAC) protocol of Wi-Fi networks (i.e., carrier-sense multiple access with collision avoidance (CSMA/CA)) suffers from poor performance in dense…