Multi-task over-the-air federated learning in cell-free massive MIMO performs best with centralized or partially centralized combining, outperforming cellular mMIMO, especially when devices are spread across cells.
Thirty years of machine learning: The road to pareto-optimal wireless networks,
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Multi-Task Over-the-Air Federated Learning in Cell-Free Massive MIMO Systems
Multi-task over-the-air federated learning in cell-free massive MIMO performs best with centralized or partially centralized combining, outperforming cellular mMIMO, especially when devices are spread across cells.