Gaussian belief with dynamic data and in dynamic network
E Aurell, R Pfitzner - Europhysics letters, 2009 - iopscience.iop.org
In this paper we analyze Belief Propagation over a Gaussian model in a dynamic
environment. Recently, this has been proposed as a method to average local measurement
values by a distributed protocol (Consensus Propagation, Moallemi CC and Van Roy B.,
IEEE Trans. Inf. Theory, 52 (2006) 4753) where the average is available for read-out at every
single node. In the case that the underlying network is constant but the values to be
averaged fluctuate (" dynamic data"), convergence and accuracy are determined by the …
environment. Recently, this has been proposed as a method to average local measurement
values by a distributed protocol (Consensus Propagation, Moallemi CC and Van Roy B.,
IEEE Trans. Inf. Theory, 52 (2006) 4753) where the average is available for read-out at every
single node. In the case that the underlying network is constant but the values to be
averaged fluctuate (" dynamic data"), convergence and accuracy are determined by the …
[PDF][PDF] Gaussian Belief with dynamic data and in dynamic network
BP BP - arXiv preprint arXiv:0905.0266, 2009 - scholar.archive.org
In this paper we analyse Belief Propagation over a Gaussian model in a dynamic
environment. Recently, this has been proposed as a method to average local measurement
values by a distributed protocol (“Consensus Propagation”, Moallemi & Van Roy, 2006),
where the average is available for read-out at every single node. In the case that the
underlying network is constant but the values to be averaged fluctuate (“dynamic data”),
convergence and accuracy are determined by the spectral properties of an associated …
environment. Recently, this has been proposed as a method to average local measurement
values by a distributed protocol (“Consensus Propagation”, Moallemi & Van Roy, 2006),
where the average is available for read-out at every single node. In the case that the
underlying network is constant but the values to be averaged fluctuate (“dynamic data”),
convergence and accuracy are determined by the spectral properties of an associated …
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