bl166 / WirelessFL-PDGNet

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Wileless-PDGNet Implementation

This repo is related to the following paper:

Boning Li, Ananthram Swami, and Santiago Segarra, "Power allocation for wireless federated learning using graph neural networks," submitted to ICASSP 2022.

Data Generation

Please refer to https://github.com/bmatthiesen/deep-EE-opt/tree/master/data to generate channel simulations.

Power Allocation

See `main.py'.

Federated Learning

See `fl-main.ipynb'

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