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eess.SP2022★ 16 cited
Joint User and Data Detection in Grant-Free NOMA with Attention-based BiLSTM Network
Saud Khan, Salman Durrani, Muhammad Basit Shahab +2
We consider the multi-user detection (MUD) problem in uplink grant-free non-orthogonal multiple access (NOMA), where the access point has to identify the total number and correct i…
cs.LG2022
Federated Learning Cost Disparity for IoT Devices
Sheeraz A. Alvi, Yi Hong, Salman Durrani
Federated learning (FL) promotes predictive model training at the Internet of things (IoT) devices by evading data collection cost in terms of energy, time, and privacy. We model t…