7 citations · 11 across the 3 of their papers we have counts for
7 papers
Learning-based WiFi Traffic Load Estimation in NR-U Systems
Rui Yin, Zhiqun Zou, Celimuge Wu +3
The unlicensed spectrum has been utilized to make up the shortage on frequency spectrum in new radio (NR) systems. To fully exploit the advantages brought by the unlicensed bands,…
Computation Offloading in Beyond 5G Networks: A Distributed Learning Framework and Applications
Xianfu Chen, Celimuge Wu, Zhi Liu +2
Facing the trend of merging wireless communications and multi-access edge computing (MEC), this article studies computation offloading in the beyond fifth-generation networks. To a…
Age of Information-Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective
Xianfu Chen, Celimuge Wu, Tao Chen +4
In this paper, we investigate the problem of age of information (AoI)-aware radio resource management for expected long-term performance optimization in a Manhattan grid vehicle-to…
Secrecy Preserving in Stochastic Resource Orchestration for Multi-Tenancy Network Slicing
Xianfu Chen, Zhifeng Zhao, Celimuge Wu +3
Network slicing is a proposing technology to support diverse services from mobile users (MUs) over a common physical network infrastructure. In this paper, we consider radio access…
Decentralized Deep Reinforcement Learning for Delay-Power Tradeoff in Vehicular Communications
Xianfu Chen, Celimuge Wu, Honggang Zhang +3
This paper targets at the problem of radio resource management for expected long-term delay-power tradeoff in vehicular communications. At each decision epoch, the road side unit o…
Multipath Transmission Scheduling in Millimeter Wave Cloud Radio Access Networks
Xianfu Chen, Pei Liu, Hang Liu +2
Millimeter wave (mmWave) communications provide great potential for next-generation cellular networks to meet the demands of fast-growing mobile data traffic with plentiful spectru…