Censoring Diffusion for Harvesting WSNs
Systems and Control
2016-11-15 v1 Multiagent Systems
Optimization and Control
Machine Learning
Abstract
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 scheme where a censoring algorithm is jointly applied over the diffusion strategy. An energy-aware variation of a diffusion algorithm is used, and a new way of measuring the relevance of the estimates in diffusion networks is proposed in order to apply a subsequent censoring mechanism. Simulation results show the potential benefit of integrating censoring schemes in energy-constrained diffusion networks.
Cite
@article{arxiv.1509.08660,
title = {Censoring Diffusion for Harvesting WSNs},
author = {Jesus Fernandez-Bes and Rocío Arroyo-Valles and Jerónimo Arenas-García and Jesús Cid-Sueiro},
journal= {arXiv preprint arXiv:1509.08660},
year = {2016}
}
Comments
Accepted in 2015 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015)