D. Turgut and L. Bölöni

IVE: improving the value of information in energy-constrained intruder tracking sensor networks


Cite as:

D. Turgut and L. Bölöni. IVE: improving the value of information in energy-constrained intruder tracking sensor networks. In IEEE Int. Conf. on Comunications (ICC-2013), pp. 6360–6364, 2013. Best Paper Award

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Abstract:

This paper proposes a reporting decision protocol called IVE (for Information Value - Energy tradeoff), where individual nodes of an intruder tracking sensor network make decisions about the transmission of information chunks. Instead of trying to achieve raw data metrics (such as total transmitted data) the protocol aims to optimize the value of information (VoI) maintained by the customer. For this the nodes will need to perform inferencesf about the behavior of other nodes and the customer, such that the nodes do not need to send information which the customer already received from other sources or information which it can guess based on previous data. A simulation study compares the performance of the IVE protocol with the current state of the art of on-demand periodic reporting.

BibTeX:

@inproceedings{Turgut-2013-ICC-IVE,
title = "{IVE}: improving the value of information in energy-constrained intruder tracking sensor networks",
author = "D. Turgut and L. B{\"o}l{\"o}ni",
booktitle = "IEEE Int. Conf. on Comunications (ICC-2013)",
year = "2013",
pages = "6360-6364",
note = "<b>Best Paper Award</b>",
abstract = {
  This paper proposes a reporting decision protocol called IVE (for
  Information Value - Energy tradeoff), where individual nodes of an
  intruder tracking sensor network make decisions about the
  transmission of information chunks. Instead of trying to achieve raw
  data metrics (such as total transmitted data) the protocol aims to
  optimize the value of information (VoI) maintained by the customer.
  For this the nodes will need to perform inferencesf about the
  behavior of other nodes and the customer, such that the nodes do not
  need to send information which the customer already received from
  other sources or information which it can guess based on previous
  data.
  A simulation study compares the performance of the IVE protocol with
  the current state of the art of on-demand periodic reporting.
 },
}

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