11 May 2007 Quality of information trade-offs in the detection of transient phenomena
Author Affiliations +
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.
© (2007) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Chatschik Bisdikian, Chatschik Bisdikian, } "Quality of information trade-offs in the detection of transient phenomena", Proc. SPIE 6562, Unattended Ground, Sea, and Air Sensor Technologies and Applications IX, 656214 (11 May 2007); doi: 10.1117/12.724744; https://doi.org/10.1117/12.724744
PROCEEDINGS
12 PAGES


SHARE
Back to Top