Authors: Frank Comeau, Shyamala C. Sivakumar, William Robertson, William Phillips
Addresses: Department of Engineering, Saint Francis Xavier University, Antigonish, Nova Scotia, Canada. ' Department of Finance, Information Systems, and Management Science, Sobey School of Business, Saint Mary's University, Halifax, Nova Scotia, Canada. ' Department of Engineering Mathematics and Internetworking, Dalhousie University, Halifax, Nova Scotia, Canada. ' Department of Engineering Mathematics and Internetworking, Dalhousie University, Halifax, Nova Scotia, Canada
Abstract: In this paper, results from Wald|s equation and stochastic geometry are applied to the analysis of the energy expended in a homogeneous clustered Wireless Sensor Network (WSN). We determine the optimum number of clusterheads for minimising the energy expended by a single-hop clustered WSN in transmitting data to a sink using nonlinear and linear aggregation models, and include error control. Our model makes it possible to determine the optimum number of clusters given the node electronic energy expended, the type of aggregation employed, the propagation loss and the network geometry. The effect of these parameters on the optimum number of clusterheads is analysed. The analytical model is verified with simulations. We observe that, in some networks, clustering is not beneficial for minimising network energy.
Keywords: energy conservation; clustered WSNs; wireless sensor networks; aggregation; error control; compression; stochastic geometry; wireless networks; clustering.
International Journal of Sensor Networks, 2009 Vol.6 No.2, pp.78 - 88
Published online: 26 Oct 2009 *Full-text access for editors Access for subscribers Purchase this article Comment on this article