79 citations · 215 across the 16 of their papers we have counts for
7 papers · 1 filter
An Overview on the Application of Graph Neural Networks in Wireless Networks
S. He, S. Xiong, Y. Ou +4
In recent years, with the rapid enhancement of computing power, deep learning methods have been widely applied in wireless networks and achieved impressive performance. To effectiv…
GBLinks: GNN-Based Beam Selection and Link Activation for Ultra-dense D2D mmWave Networks
S. He, S. Xiong, W. Zhang +3
In this paper, we consider the problem of joint beam selection and link activation across a set of communication pairs to effectively control the interference between communication…
Learning Rate Optimization for Federated Learning Exploiting Over-the-air Computation
Chunmei Xu, Shengheng Liu, Zhaohui Yang +2
Federated learning (FL) as a promising edge-learning framework can effectively address the latency and privacy issues by featuring distributed learning at the devices and model agg…
Beamforming Design for Multiuser uRLLC with Finite Blocklength Transmission
Shiwen He, Zhenyu An, Jianyue Zhu +3
Driven by the explosive growth of Internet of Things (IoT) devices with stringent requirements on latency and reliability, ultra-reliability and low latency communication (uRLLC) h…
Power Efficient IRS-Assisted NOMA
Jianyue Zhu, Yongming Huang, Jiaheng Wang +2
In this paper, we propose a downlink multiple-input single-output (MISO) transmission scheme, which is assisted by an intelligent reflecting surface (IRS) consisting of a large num…
Energy Optimization for Cellular-Connected Multi-UAV Mobile Edge Computing Systems with Multi-Access Schemes
Meng Hua, Yi Wang, Qingqing Wu +3
In this paper, a cellular-connected unmanned aerial vehicles (UAV) mobile edge computing system is studied in which the multiple UAVs are served by terrestrial base station (TBS) f…
QoS-Aware User Association for Load Balancing in Heterogeneous Cellular Networks
Tianqing Zhou, Yongming Huang, Luxi Yang
To solve the problem that the low capacity in hot-spots and coverage holes of conventional cellular networks, the base stations (BSs) having lower transmit power are deployed to fo…