J Zheng, W Ni, H Tian, D Gündüz… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
… , we propose a semi-federatedlearning (SemiFL) paradigm to leverage the computing capabilities of both the BS and devices for a hybrid implementation of centralized learning (CL) …
J Han, W Ni, L Li - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
… ] considered the case of imperfect channel state information … [17] proposed a semi-federated learning paradigm where data … interference cancellation (SIC), where the individual NOMA …
J Zheng, H Tian, W Ni, W Ni… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… when the number of receive antennas is small or moderate under imperfect CSI. … SIC is carried out. Considering the effectiveness of the model recovery, we take the convention of SIC …
… Based Multiple Relayed NOMA System With Imperfect CSI and SIC Errors . . . . . . . . . . . . . . . . . . . . … Joint Optimization of Resource Allocation and SIC Ordering in Energy-Harvesting Relay-…
… imperfect CSI and under fast-varying channel environments. Deep Reinforcement Learning can … is proposed for Federated Learning under communication limitations and imperfect CSI. …