An Asymptotically Equivalent GLRT Test for Distributed Detection in Wireless Sensor Networks

no code implementations • 28 Apr 2023 • Juan Augusto Maya, Leonardo Rey Vega, Andrea M. Tonello

Nevertheless, its asymptotic performance is proved to be identical to the original GLRT, showing that the statistically dependence of the measurements has no impact on the detection performance in the asymptotic scenario.

An Exponentially-Tight Approximate Factorization of the Joint PDF of Statistical Dependent Measurements in Wireless Sensor Networks

no code implementations • 9 Nov 2022 • Juan Augusto Maya, Leonardo Rey Vega, Andrea M. Tonello

When the source is present, the computation of the joint PDF of the energy measurements at the nodes is a challenging problem.