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A survey of graph-based resource management in wireless networks-part ii: Learning approaches
This two-part survey provides a comprehensive review of graph optimization and learning
for resource management in wireless networks. In Part I, we introduced the fundamentals of …
for resource management in wireless networks. In Part I, we introduced the fundamentals of …
Survey of graph neural network for Internet of Things and NextG networks
The exponential increase in Internet of Things (IoT) devices coupled with 6G pushing
towards higher data rates and connected devices has sparked a surge in data …
towards higher data rates and connected devices has sparked a surge in data …
FlexD: Enhancing Secrecy Performance of Wireless Networks with Dynamic Scheduling
This research introduces Flexible Duplex (FlexD) networks, which offer dynamic
time/frequency scheduling for secure uplink and downlink communications. We present …
time/frequency scheduling for secure uplink and downlink communications. We present …
Graph Neural Networks for Physical-Layer Security in Multi-User Flexible-Duplex Networks
This paper explores Physical-Layer Security (PLS) in Flexible Duplex (FlexD) networks,
considering scenarios involving eavesdroppers. Our investigation revolves around the …
considering scenarios involving eavesdroppers. Our investigation revolves around the …
[ΑΝΑΦΟΡΑ][C] Power allocation in flexible duplex networks: GNN computation accelerated by edge pruning
王子威， 陶旭， **晖， 史振婷， 张见， 徐钰龙 - Journal of Electronic Measurement and …, 2024
[ΑΝΑΦΟΡΑ][C] 柔性双工网络功率分配: 边剪枝加速的 GNN 计算
王子威， 陶旭， **晖， 史振婷， 张见， 徐钰龙 - 电子测量与仪器学报, 2024
[ΑΝΑΦΟΡΑ][C] 柔性双工网络中基于图神经网络的能源效率联合优化方法
王子威， **晖， 史振婷， 张见， 陶旭 - 国外电子测量技术, 2024