Title
Efficient Clustering Scheme Considering Non-uniform Correlation Distribution for Ubiquitous Sensor Networks
Abstract
We propose a novel clustering scheme considering non-uniform correlation distribution derived by experimental environment property. Firstly, we investigate the entropy property of actual environment, and then show that its spatial correlation is not uniformly distributed. Based on this result, we present the clustering strategy which provides the efficient data aggregation. Through the simulation under the non-uniform correlation distribution, we show the advantage of the proposed scheme in terms of the energy consumption property per node and the network lifetime.
Year
DOI
Venue
2007
10.1093/ietfec/e90-a.7.1344
IEICE Transactions
Keywords
Field
DocType
clustering strategy,non-uniform correlation distribution,entropy property,ubiquitous sensor networks,energy consumption property,efficient data aggregation,spatial correlation,efficient clustering scheme,experimental environment property,proposed scheme,network lifetime,actual environment,hierarchical routing,wireless sensor networks,energy efficiency,sensor network
Key distribution in wireless sensor networks,Topology,Spatial correlation,Hierarchical routing,Efficient energy use,Theoretical computer science,Real-time computing,Cluster analysis,Wireless sensor network,Data aggregator,Energy consumption,Mathematics
Journal
Volume
Issue
ISSN
E90-A
7
0916-8508
Citations 
PageRank 
References 
2
0.41
8
Authors
3
Name
Order
Citations
PageRank
Daisuke Maeda151.17
Hideyuki Uehara25412.14
Mitsuo Yokoyama3669.51