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Distributed Detection over Random Networks: Large Deviations Performance Analysis
Chernoff information distributed detection random network running consensus
2011/2/24
We study the large deviations performance, i.e., the exponential decay rate of the error probability, of distributed detection algorithms over random networks.
Diffusion and Cascading Behavior in Random Networks
Diffusion Cascading Behavior Random Networks
2011/1/20
The spread of new ideas, behaviors or technologies has been extensively studied using epidemic models. Here we consider a model of diffusion where the individuals’ behavior is the result of a strategi...
On the Asymptotic Connectivity of Random Networks under the Random Connection Model
Asymptotic Connectivity Random Networks Random Connection Model
2011/3/4
Consider a network where all nodes are distributed on a unit square following a Poisson distribution with known density and a pair of nodes separated by an Euclidean distance x are directly connecte...
We discuss the complex dynamics of a non-linear random networks model, as a function of the connectivity k between the elements of the network. We show that this class of networks exhibit an order-cha...
