Search Results for author: Jesus Fernandez-Bes

Found 4 papers, 0 papers with code

On the Relationship between Online Gaussian Process Regression and Kernel Least Mean Squares Algorithms

no code implementations11 Sep 2016 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.


Censoring Diffusion for Harvesting WSNs

no code implementations29 Sep 2015 Jesus Fernandez-Bes, Rocío Arroyo-Valles, Jerónimo Arenas-García, Jesús Cid-Sueiro

In this paper, we analyze energy-harvesting adaptive diffusion networks for a distributed estimation problem.

Adaptive Diffusion Schemes for Heterogeneous Networks

no code implementations8 Apr 2015 Jesus Fernandez-Bes, Jerónimo Arenas-García, Magno T. M. Silva, Luis A. Azpicueta-Ruiz

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 some other aspect such as the filter structure or length, or step size.

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