40 citations · 98 across the 6 of their papers we have counts for
3 papers · 1 filter
Censoring Diffusion for Harvesting WSNs
Jesus Fernandez-Bes, Rocío Arroyo-Valles, Jerónimo Arenas-García +1
In this paper, we analyze energy-harvesting adaptive diffusion networks for a distributed estimation problem. In order to wisely manage the available energy resources, we propose a…
Adaptive Diffusion Schemes for Heterogeneous Networks
Jesus Fernandez-Bes, Jerónimo Arenas-García, Magno T. M. Silva +1
In this paper, we deal with distributed estimation problems in diffusion networks with heterogeneous nodes, i.e., nodes that either implement different adaptive rules or differ in…
A Probabilistic Least-Mean-Squares Filter
Jesus Fernandez-Bes, Víctor Elvira, Steven Van Vaerenbergh
We introduce a probabilistic approach to the LMS filter. By means of an efficient approximation, this approach provides an adaptable step-size LMS algorithm together with a measure…