Multi-cell Non-coherent Over-the-Air Computation for Federated Edge Learning

Author:

Adeli Mohammad Hassan1,Sahin Alphan1

Affiliation:

1. University of South Carolina,Electrical Engineering Department,Columbia,SC,USA

Publisher

IEEE

Reference16 articles.

1. One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning: Design and Convergence Analysis

2. signSGD: Compressed optimisation for non-convex problems;bernstein;Proc in International Conference on Machine Learning vol 80 Proceedings of Machine Learning Research,2018

3. Hierarchical Federated Learning for Hybrid Data Partitioning Across Multitype Sensors

4. Federated Learning via Over-the-Air Computation

5. Collaborative machine learning at the wireless edge with blind transmitters;amiria;IEEE Trans Wireless Commun,2021

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1. Over-the-Air Computation for 6G: Foundations, Technologies, and Applications;IEEE Internet of Things Journal;2024-07-15

2. Distributed Learning Over a Wireless Network With Non-Coherent Majority Vote Computation;IEEE Transactions on Wireless Communications;2023-11

3. Computing Functions Over-the-Air Using Digital Modulations;ICC 2023 - IEEE International Conference on Communications;2023-05-28

4. A Survey on Over-the-Air Computation;IEEE Communications Surveys & Tutorials;2023

5. Joint Pre-Equalization and Receiver Combining Design for Federated Learning With Misaligned Over-the-Air Computation;IEEE Open Journal of the Communications Society;2023

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