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cs.NI2024
GNN-Based Joint Channel and Power Allocation in Heterogeneous Wireless Networks
Lili Chen, Jingge Zhu, Jamie Evans
The optimal allocation of channels and power resources plays a crucial role in ensuring minimal interference, maximal data rates, and efficient energy utilisation. As a successful…
cs.NI2023
Graph Neural Networks for Power Allocation in Wireless Networks with Full Duplex Nodes
Lili Chen, Jingge Zhu, Jamie Evans
Due to mutual interference between users, power allocation problems in wireless networks are often non-convex and computationally challenging. Graph neural networks (GNNs) have rec…