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Proceedings Paper

Quality of information trade-offs in the detection of transient phenomena
Author(s): Chatschik Bisdikian
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Paper Abstract

In this paper, we present a set of attributes that are being proposed to characterize quality of information (QoI) for sensor-enabled applications in a domain-agnostic manner. We then focus on two important of these attributes, timeliness and data reliability, which capture the quality of detection processes with respect to how fast and how accurately a detection is made. With special emphasis on transient phenomena, i.e., phenomena of limited duration, using traditional Bayesian-based hypothesis testing techniques, we investigate the detection of these phenomena and we analytically derive relationships that capture the QoI of a phenomenon detector as a function of the duration of the observed phenomena and the rate with which observations of the phenomena are collected.

Paper Details

Date Published: 11 May 2007
PDF: 12 pages
Proc. SPIE 6562, Unattended Ground, Sea, and Air Sensor Technologies and Applications IX, 656214 (11 May 2007); doi: 10.1117/12.724744
Show Author Affiliations
Chatschik Bisdikian, IBM Thomas J. Wastson Research Ctr. (United States)

Published in SPIE Proceedings Vol. 6562:
Unattended Ground, Sea, and Air Sensor Technologies and Applications IX
Edward M. Carapezza, Editor(s)

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