Title :
A Constant Factor Localized Algorithm for Computing Connected Dominating Sets in Wireless Sensor Networks
Author :
Islam, Kamrul ; Akl, Selim G. ; Meijer, Henk
Author_Institution :
Sch. of Comput., Queen´´s Univ., Kingston, ON, Canada
Abstract :
Connected dominating sets (CDSs) are probably the most common way of constructing virtual backbones for broadcasting operation in wireless sensor networks. This is because such backbones guarantee to reduce unnecessary message transmissions or flooding in the network. In this paper we propose a simple localized algorithm to construct a small-sized CDS. Considering the sensors deployed in the plane, our main idea is based on the computation of convex hulls of sensor nodes (nodes are considered points in the plane) in a localized manner and a simple coloring scheme, which produces a CDS in unit disk graphs whose size is at most 38*|MCDS| where |MCDS| is the size of a minimum CDS. To the best of our knowledge, this is a significant improvement over the best published results in the same context [5]. We also analyze grids and trees to compute the exact approximation ratios for the problem. We show that our algorithm produces an optimal CDS if the graph is a tree and in the case of grids the approximation factor is 2.
Keywords :
information theory; wireless sensor networks; broadcasting operation; connected dominating sets computation; constant factor localized algorithm; convex hull computation; wireless sensor networks; Approximation algorithms; Broadcasting; Computer networks; Concurrent computing; Connectors; Distributed computing; Grid computing; Spine; Tree graphs; Wireless sensor networks; Connected Dominating Set; Convex hull; Maximal Independent Set; Sensor networks;
Conference_Titel :
Parallel and Distributed Systems, 2008. ICPADS '08. 14th IEEE International Conference on
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-0-7695-3434-3
DOI :
10.1109/ICPADS.2008.78