2 citations · 2 across the 3 of their papers we have counts for
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Distributed Detection over Random Networks: Large Deviations Performance Analysis
Dragana Bajovic, Dusan Jakovetic, Joao Xavier +2
We study the large deviations performance, i.e., the exponential decay rate of the error probability, of distributed detection algorithms over random networks. At each time step $k…
Distributed Detection over Time Varying Networks: Large Deviations Analysis
Dragana Bajovic, Dusan Jakovetic, Joao Xavier +2
We apply large deviations theory to study asymptotic performance of running consensus distributed detection in sensor networks. Running consensus is a stochastic approximation type…
Consensus in Correlated Random Topologies: Weights for Finite Time Horizon
Dusan Jakovetic, Joao Xavier, Jose' M. F. Moura
We consider the weight design problem for the consensus algorithm under a finite time horizon. We assume that the underlying network is random where the links fail at each iteratio…