Now showing items 1-2 of 2

    • Blind federated edge learning 

      Amiri, M. M.; Duman, Tolga M.; Gündüz, D.; Kulkarni, S. R.; Poor, H. V. (IEEE, 2021-03-19)
      We study federated edge learning (FEEL), where wireless edge devices, each with its own dataset, learn a global model collaboratively with the help of a wireless access point acting as the parameter server (PS). At each ...
    • Hierarchical over-the-air federated edge learning 

      Aygün, Ozan; Kazemi, Mohammad; Gündüz, D.; Duman, Tolga M. (IEEE, 2022)
      Federated learning (FL) over wireless communication channels, specifically, over-the-air (OTA) model aggregation framework is considered. In OTA wireless setups, the adverse channel effects can be alleviated by increasing ...