12 citations · 25 across the 11 of their papers we have counts for
17 papers
Discrete-Time Consensus Networks: Scalability, Grounding and Countermeasures
Yamin Yan, Sonja Stüdli, Maria M. Seron +1
We investigate the disruption of discrete-time consensus problems via grounding. Loosely speaking, grounding a network occurs if the state of one agent no longer responds to inputs…
Joint Resource Allocation to Minimize Execution Time of Federated Learning in Cell-Free Massive MIMO
Tung T. Vu, Duy T. Ngo, Hien Quoc Ngo +3
Due to its communication efficiency and privacy-preserving capability, federated learning (FL) has emerged as a promising framework for machine learning in 5G-and-beyond wireless n…
Scalability in nonlinear network systems affected by delays and disturbances
Shihao Xie, Giovanni Russo, Richard Middleton
This paper is concerned with the study of scalability in nonlinear heterogeneous networks affected by communication delays and disturbances. After formalizing the notion of scalabi…
Analysis of Attack via Grounding and Countermeasures in Discrete-Time Consensus Networks
Yamin Yan, Sonja Stuedli, Maria M. Seron +1
We investigate the disruption of discrete-time consensus problems via grounding. Loosely speaking, grounding a network occurs if the state of one agent no longer responds to inputs…
Cell-Free Massive MIMO for Wireless Federated Learning
Tung T. Vu, Duy T. Ngo, Nguyen H. Tran +3
This paper proposes a novel scheme for cell-free massive multiple-input multiple-output (CFmMIMO) networks to support any federated learning (FL) framework. This scheme allows each…
Scalability and Fragility in Bounded-Degree Consensus Networks
Emma Tegling, Richard H. Middleton, Maria M. Seron
We investigate the performance of linear consensus algorithms subject to a scaling of the underlying network size. Specifically, we model networked systems with ord…