2 papers
cs.NI2025
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…
cs.NI2024
To Sense or Not To Sense: A Delay Perspective (full version)
Xinran Zhao, Lin Dai
With the ever-growing demand for low-latency services in machine-to-machine (M2M) communications, the delay performance of random access networks has become a primary concern, whic…