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New broadcast based distributed averaging algorithm over wireless sensor networks

  • CNRS LTCI

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Résumé

The distributed estimation of the average value of the sensors initial measures is one of the most popular issues in the Wireless Sensor Networks (WSN) area. In WSNs, broadcasting data seems natural to exchange information quickly because of the broadcast nature of the Wireless channel. Nevertheless, although broadcast-based algorithms converge faster than pairwise algorithms, the obtained consensus is not necessarily the true average. By the means of additional side-information exchange, we propose a broadcast-based algorithm converging rapidly to the true average. The convergence of this new algorithm is established and its convergence speed is exhibited. We remark that the proposed algorithm outperforms the existing ones.

langue originaleAnglais
titre2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings
Pages3117-3120
Nombre de pages4
Les DOIs
étatPublié - 23 oct. 2012
Modification externeOui
Evénement2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Kyoto, Japon
Durée: 25 mars 201230 mars 2012

Série de publications

NomICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
ISSN (imprimé)1520-6149

Une conférence

Une conférence2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012
Pays/TerritoireJapon
La villeKyoto
période25/03/1230/03/12

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