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Distributed Average Consensus using Probabilistic Quantization

Published in 2007 IEEE/SP 14th Workshop on Statistical Signal Processing • Aug 1, 2007
NobleIDNI8P72W96R49S74
Authors:
Tuncer C. Aysal
,
Mark Coates
,
Michael Rabbat

Abstract

In this paper, we develop algorithms for distributed computation of averages of the node data over networks with bandwidth/power constraints or large volumes of data. Distributed averaging algorithms fail to achieve consensus when deterministic uniform quantization is adopted. We propose a distribut...

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