S³: Selective Updating and Cooperation for Distributed Estimation and Detection

Séminaire le 26 Octobre 2017, 14h00 à CentraleSupelec (Gif-sur-Yvette) Salle du conseil du L2S - B4.40
Marcello Campos (COPPE/UFRJ)

This talk discusses selective update and cooperation strategies for parameter estimation and event detection in distributed adaptive sensor networks. We investigate a set-membership filtering approach which results in reduced complexity for updating parameter estimates at each network node. We explore cooperation strategies in adaptive distributed sensor networks for reduction in information exchange between cooperating nodes, and search for an optimal strategy to obtain consensus estimates.

Bio: This talk discusses selective update and cooperation strategies for parameter estimation and event detection in distributed adaptive sensor networks. We investigate a set-membership filtering approach which results in reduced complexity for updating parameter estimates at each network node. We explore cooperation strategies in adaptive distributed sensor networks for reduction in information exchange between cooperating nodes, and search for an optimal strategy to obtain consensus estimates.