Censoring diffusion for harvesting WSNs
@article{FernandezBes2015CensoringDF, title={Censoring diffusion for harvesting WSNs}, author={Jesus Fernandez-Bes and R. Arroyo-Valles and J. Arenas-Garc{\'i}a and J. Cid-Sueiro}, journal={2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)}, year={2015}, pages={237-240} }
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… CONTINUE READING
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References
SHOWING 1-10 OF 21 REFERENCES
A censoring strategy for decentralized estimation in energy-constrained adaptive diffusion networks
- Computer Science
- 2013 IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC)
- 2013
- 20
- PDF
An MDP Model for Censoring in Harvesting Sensors: Optimal and Approximated Solutions
- Computer Science
- IEEE Journal on Selected Areas in Communications
- 2015
- 15
- PDF
Decentralized detection with energy-aware greedy selective sensors
- Engineering, Computer Science
- 2012 3rd International Workshop on Cognitive Information Processing (CIP)
- 2012
- 4
Multi-Hop Diffusion LMS for Energy-Constrained Distributed Estimation
- Computer Science, Mathematics
- IEEE Transactions on Signal Processing
- 2015
- 22
- PDF
Adaptive Diffusion Schemes for Heterogeneous Networks
- Computer Science
- IEEE Transactions on Signal Processing
- 2017
- 16
- PDF
Distributed Energy-Aware Diffusion Least Mean Squares: Game-Theoretic Learning
- Mathematics, Computer Science
- IEEE Journal of Selected Topics in Signal Processing
- 2013
- 65
- PDF
Decentralized Detection With Censoring Sensors
- Mathematics, Computer Science
- IEEE Transactions on Signal Processing
- 2008
- 172
- PDF
Distributed wideband spectrum sensing for cognitive radio networks
- Computer Science
- 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
- 2014
- 7
- PDF