20 citations · 21 across the 3 of their papers we have counts for
3 papers
Asymptotic analysis of cooperative censoring policies in sensor networks
Jesus Fernandez-Bes, Rocío Arroyo-Valles, Jesús Cid-Sueiro
The problem of cooperative data censoring in battery-powered multihop sensor networks is analyzed in this paper. We are interested in scenarios where nodes generate messages (which…
An MDP Model for Censoring in Harvesting Sensors: Optimal and Approximated Solutions
Jesus Fernandez-Bes, Jesus Cid-Sueiro, Antonio G. Marques
In this paper, we propose a novel censoring policy for energy-efficient transmissions in energy-harvesting sensors. The problem is formulated as an infinite-horizon Markov Decision…
On the Relationship between Online Gaussian Process Regression and Kernel Least Mean Squares Algorithms
Steven Van Vaerenbergh, Jesus Fernandez-Bes, Víctor Elvira
We study the relationship between online Gaussian process (GP) regression and kernel least mean squares (KLMS) algorithms. While the latter have no capacity of storing the entire p…