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Distributed detection in serial and parallel configurations of wireless sensor networks

Authors: S. Hamed Javadi; Ali Peiravi;

Distributed detection in serial and parallel configurations of wireless sensor networks

Abstract

Detecting the occurrence of an event is one of the main tasks of applications of a wireless sensor network (WSN). In order to save energy, detection should be performed in a distributed manner where each node sends just one bit to a fusion center (FC) in which a (potentially more accurate) final decision is made. Here, the problem is how to optimally fuse decisions. In this manuscript, several simple fusion rules are suggested for both serial and parallel distributed detection. In addition, the effects of communication error and correlation among sensors' decisions are studied analytically and by simulations. The results show superiority of OR fusion rule in serial distributed detection. It is also shown that serial detection outperforms parallel detection in the same number of nodes.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
4
Average
Average
Average
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