Stiven Schwanz Dias

A hybrid GMM/SMC diffusion Bernoulli Filter for joint distributed detection and tracking

We introduce in this paper the Random Exchange Diffusion Bernoulli Filter (RndEx-BF), which enables joint target detection and tracking by a network of collaborative sensors. RndEx-BF is a fully distributed algorithm that, unlike consensus-based solutions, does not require iterative internode commun…