An efficient decentralized clustering algorithm for aggregation of noisy multi-mean data

We describe VarClust , a gossip-based decentralized clustering algorithm designed to support multi-mean decentralized aggregation in energy-constrained wireless sensor networks. We empirically demonstrate that VarClust is at least as accurate as, and requires less node-to-node communication (and hen...

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Vydané v:	Journal of heuristics Ročník 21; číslo 2; s. 301 - 328
Hlavní autori:	Buadhacháin, Séamus Ó, Provan, Gregory
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Boston Springer US 01.04.2015 Springer Nature B.V
Predmet:	Algorithms Analysis Artificial Intelligence Calculus of Variations and Optimal Control; Optimization Calibration Clustering Communication Energy Environmental monitoring Gossip Graph theory Graphs Localization Management Science Mathematics Mathematics and Statistics Network topologies Operations Research Operations Research/Decision Theory Propagation Sensors Studies Wireless networks Wireless sensor networks Gossip-based algorithms Decentralized clustering Decentralized aggregation
ISSN:	1381-1231, 1572-9397
On-line prístup:	Získať plný text
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