DocumentCode :
3432557
Title :
A Voronoi Approach for Scalable and Robust DV-Hop Localization System for Sensor Networks
Author :
Boukerche, Azzedine ; Oliveira, Horacio A B F ; Nakamura, Eduardo F. ; Loureiro, Antonio A F
Author_Institution :
Univ. of Ottawa, Ottawa
fYear :
2007
fDate :
13-16 Aug. 2007
Firstpage :
497
Lastpage :
502
Abstract :
Localization systems have been identified as a key issue to the development and operation of the Wireless Sensor Networks (WSN). A DV-Hop localization system works by transforming the distance to all beacon nodes from hops to units of length measurement (e.g., meters, feet) using the average size of a hop as a correction factor. Despite its advantages, a DV-Hop algorithm has some disadvantages, such as its large communication cost that limits its scalability, and its mapping from hops to distance units that introduces errors that are propagated to the computation of a node location. This last issue has been solved by some recent works, but the scalability problem still is an open problem that limits this technique to small or medium sized networks. In this work, we propose a novel approach that uses Voronoi diagrams in order to scale a DV-Hop localization algorithm while mantaining or even reducing its localization error. Two types of localization can result from the proposed algorithm: the physical location of the node (e.g., latitude, longitude), or a region limited by the node´s Voronoi cell. The algorithm evaluation is performed by comparison with similar algorithms. We show how the proposed algorithm can scale in different aspects such as communication and processing costs when increasing the number of nodes and beacons.
Keywords :
computational geometry; distributed algorithms; wireless sensor networks; Voronoi diagram; distributed Voronoi-hop localization algorithm; wireless sensor network; Computer science; Costs; Information analysis; Information technology; Length measurement; Robustness; Scalability; Sensor systems; Technological innovation; Wireless sensor networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Communications and Networks, 2007. ICCCN 2007. Proceedings of 16th International Conference on
Conference_Location :
Honolulu, HI
ISSN :
1095-2055
Print_ISBN :
978-1-4244-1251-8
Electronic_ISBN :
1095-2055
Type :
conf
DOI :
10.1109/ICCCN.2007.4317868
Filename :
4317868
Link To Document :
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