The proposed method simultaneously applies interference and channel information to an edge convolution-based graph neural network and updates vertex features to perform power allocation optimization ...

Abstract: We develop a novel graph-based trainable framework to maximize the weighted sum energy efficiency (WSEE) for power allocation in wireless communication networks. To address the non-convex ...