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short-paper

CAUCHY localization: a distributed computation of WSNs

Published: 15 September 2011 Publication History

Abstract

The localization problem of a wireless sensor network (WSN) is posed as a distributed computation performed by the sensors alone. A relatively small number of the nodes along the boundary of the WSN are initialized with their exact locations, which serve as reference coordinates that seed the computation. Our range-free, scalable localization protocol begins with a self-organizing, local-rule, distributed computation: In a converging sequence, each sensor periodically takes as its location estimate the average of its neighbors' estimates. These estimates are used to construct an instance of the Cauchy Integral Formula from which the final location estimates are produced. Our research is still in progress, but we are currently in position to argue the superiority over other range-free methods operating under similar minimalist constraints. Among the salient properties of our approach is a tolerance to variations in timing and sensor density, and to variations in the characteristics of individual sensors, such as computing speed and communication range.

References

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A. Karbasi and S. Oh. Distributed sensor network localization from local connectivity: performance analysis for the hop-terrain algorithm. In Proc. ACM SIGMETRICS Conf., 2010.
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H. Karl and A. Willig. Protocols and Architectures for Wireless Sensor Networks. Wiley, 2007.
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D. A. Levin, Y. Peres, and E. L. Wilmer. Markov chains and mixing times. American Mathematical Society, 2009.
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M. Li and Y. Liu. Rendered path: range-free localization in anisotropic sensor networks with holes. IEEE/ACM Trans. Netw., 18:320--332, February 2010.
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G. Mao, B. Fidan, and B. D. Anderson. Wireless sensor network localization techniques. Computer Networks, 51:2529--2553, 2007.
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I. Stojmenovic, editor. Handbook of Sensor Networks: Algorithms and Architectures. Wiley, 2005.

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Published In

cover image ACM SIGMETRICS Performance Evaluation Review
ACM SIGMETRICS Performance Evaluation Review  Volume 39, Issue 2
Special Issue on IFIP PERFORMANCE 2011- 29th International Symposium on Computer Performance, Modeling, Measurement and Evaluation
September 2011
75 pages
ISSN:0163-5999
DOI:10.1145/2034832
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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 15 September 2011
Published in SIGMETRICS Volume 39, Issue 2

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