Capsule Networks-based Traffic Prediction for Resources Deployment in B5G Fronthaul Network
Zhen Hua Xu, Hui Yang, Ao Yu, Qiuyan Yao, Bowen Bao, Jie Zhang · 2020
For the new fronthaul network structure in 5G, we first apply a capsule network combined with Neural Network (NN) for traffic prediction and introduce a CA-RD strategy to deploy the DU resources. Results show that our strategy improves the prediction accuracy and resources allocation efficiency.