D. Turgut and L. Bölöni

A pragmatic value-of-information approach for intruder tracking sensor networks


Cite as:

D. Turgut and L. Bölöni. A pragmatic value-of-information approach for intruder tracking sensor networks. In Proceedings of the IEEE ICC'12, pp. 4931–4936, June 2012.

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Abstract:

Sensor networks are distributed systems where nodes embedded in the environment collect readings through their sensors and transmit data to customers. The overall goal of these systems can be stated as maximizing a metric of the sensing quality while limiting the consumption of a set of scarce resources. In this paper we consider an intruder detection and tracking system where the sensing quality is a metric of the pragmatic value of the information provided by the network. This metric depends not only on the quantity and accuracy of information, but also on when and how the customers will use this information. We design the system which adapts its information transmission to the disruptive decisions made by the user, including a consideration for the cost of incorrect decisions.

BibTeX:

@inproceedings{Turgut-2012-ICC,
   author = "D. Turgut and L. B{\"o}l{\"o}ni",
   title = "A pragmatic value-of-information approach for intruder tracking sensor networks",
   booktitle = "Proceedings of the IEEE ICC'12",
   pages = "4931--4936",
   month = "June",
   year = "2012",
   abstract = {
   Sensor networks are distributed systems where nodes embedded in the
   environment collect readings through their sensors and transmit data
   to customers. The overall goal of these systems can be stated as
   maximizing a metric of the sensing quality while limiting the
   consumption of a set of scarce resources.
   In this paper we consider an intruder detection and tracking system
   where the sensing quality is a metric of the pragmatic value of the
   information provided by the network. This metric depends not only on
   the quantity and accuracy of information, but also on when and how
   the customers will use this information. We design the system which
   adapts its information transmission to the disruptive decisions made
   by the user, including a consideration for the cost of incorrect
   decisions.
   },
}

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