Networks-For-AI/Optimized Power Control for Over-the-Air Federated Edge Learning

This is the source code for implementing the paper of “Optimized Power Control for Over-the-Air Federated Edge Learning” (published at IEEE ICC2021).

Please use Matlab 2018b or above to run the simulations.

The simulations consist of two main files: Offline power control and ridge regression(OptimalityGapForFL).

1. Run channelgenerate.m to generate random channel information;
2. Run DataGeneration.m to generate random dataset;
3. Run PowerControlForFL.m to obtain offline power control policy;
4. Run OptimalityGapForFL.m to show the performance (optimality gap or prediction error) of AirFEEL system.