Discrete-Time Consensus Networks: Scalability, Grounding and Countermeasures

no code implementations • 12 Feb 2021 • Yamin Yan, Sonja Stüdli, Maria M. Seron, Richard H. Middleton

We investigate the disruption of discrete-time consensus problems via grounding.

Joint Resource Allocation to Minimize Execution Time of Federated Learning in Cell-Free Massive MIMO

1 code implementation • 4 Sep 2020 • Tung T. Vu, Duy T. Ngo, Hien Quoc Ngo, Minh N. Dao, Nguyen H. Tran, Richard H. Middleton

We then develop a new algorithm that is proven to converge to the neighbourhood of the stationary points of the formulated problem.

Information Theory Information Theory

Cell-Free Massive MIMO for Wireless Federated Learning

no code implementations • 27 Sep 2019 • Tung T. Vu, Duy T. Ngo, Nguyen H. Tran, Hien Quoc Ngo, Minh N. Dao, Richard H. Middleton

This paper proposes a novel scheme for cell-free massive multiple-input multiple-output (CFmMIMO) networks to support any federated learning (FL) framework.

Signal Processing Information Theory Information Theory