Deep Learning for Radio Resource Allocation in Multi-Cell Networks
Deep Learning for Radio Resource Allocation in Multi-Cell Networks
The increased complexity and heterogeneity of emerging 5G and B5G wireless networks will require a paradigm shift from traditional resource allocation mechanisms. Deep learning (DL) is a powerful tool where a multi-layer neural network can be trained to model a resource management algorithm using network data.Therefore, resource allocation decisions can …