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Histogram and Other Aggregate Queries in Wireless Sensor Networks

  • Khaled Ammar
  • Mario A. Nascimento
Part of the Lecture Notes in Computer Science book series (LNCS, volume 6809)

Abstract

Wireless Sensor Networks (WSNs) are typically used to collect values of some phenomena in a monitored area. In many applications, users are interested in statistical summaries of the observed data, e.g., histograms reflecting the distribution of the collected values. In this paper we propose two main contributions: (1) an efficient algorithm for answering Histogram queries in a WSN, and (2) how to efficiently use the obtained histogram to also process other types of aggregate queries. Our experimental results show that our proposed solutions are able to substantially extend the lifespan of the WSN.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2011

Authors and Affiliations

  • Khaled Ammar
    • 1
  • Mario A. Nascimento
    • 1
  1. 1.Department of Computing ScienceUniversity of AlbertaEdmontonCanada

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