A Fairness-Enhanced Federated Learning Scheduling Mechanism for UAV-Assisted Emergency Communication
Chun Zhu,
Ying Shi,
Haitao Zhao
et al.
Abstract:As the frequency of natural disasters increases, the study of emergency communication becomes increasingly important. The use of federated learning (FL) in this scenario can facilitate communication collaboration between devices while protecting privacy, greatly improving system performance. Considering the complex geographic environment, the flexible mobility and large communication radius of unmanned aerial vehicles (UAVs) make them ideal auxiliary devices for wireless communication. Using the UAV as a mobil… Show more
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