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Distributed hyperplane learning using consensus algorithm for sensor networks

Published in 2009 IEEE/SP 15th Workshop on Statistical Signal Processing • Aug 1, 2009
Authors:
Naveen Ramakrishnan
,
Emre Ertin
,
Randolph L. Moses

Abstract

In this paper, we study distributed classification of targets in a large scale sensor network setting. Specifically, we consider sensor nodes which can measure only a part of the feature vector and whose communication capabilities are limited to only their neighbouring nodes. We formulate a distribu...

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