Throughput-Optimal Random Access: A Queueing-Theoretical Analysis for Learning-Based Access Design

Xinran Zhao, Lin Dai

Random access networks have long been observed to suffer from low throughput if nodes' access strategy is not properly designed. To improve the throughput performance, learning-bas…