research
          
      
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      07/14/2023
    Unsourced Random Access Using Multiple Stages of Orthogonal Pilots: MIMO and Single-Antenna Structures
We study the problem of unsourced random access (URA) over Rayleigh bloc...
          
            research
          
      
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      07/19/2022
    Over-the-Air Federated Edge Learning with Hierarchical Clustering
We examine federated learning (FL) with over-the-air (OTA) aggregation, ...
          
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      05/25/2022
    Over-the-Air Federated Learning with Energy Harvesting Devices
We consider federated edge learning (FEEL) among mobile devices that har...
          
            research
          
      
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      12/21/2021
    Hierarchical Over-the-Air Federated Edge Learning
Federated learning (FL) over wireless communication channels, specifical...
          
            research
          
      
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      01/22/2018