24 January 2012 Interactive analysis of situational awareness metrics
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Abstract
Digital systems are employed to maintain situational awareness of people in various contexts including emergency response, disaster relief, and military operations. Because these systems are often operated in wireless environments and are used to support real-time decision making, the accuracy of the SA data provided is important to measure and evaluate in the development of new systems. Our work has been conducted in conjunction with analysts in the evaluation and performance comparison of different systems designed to provide a high degree of situational awareness in military operations. To this end, we defined temporal and spatial metrics for measuring the accuracy of the SA data provided by each system. In this paper we discuss the proposed temporal and spatial metrics for SA data and show how we provided these metrics in a linked coordinated multiple view environment that enabled the analysts we worked with to effectively perform several critical analysis tasks. The temporal metric is designed to help determine when network performance has a significant effect on SA data, and therefore identify specific time periods in which individuals were provided inaccurate position data for their peers. Temporal context can be used to determine the local or global nature of any SA data inaccuracy, and the spatial metric can then be used to identify geographic effects on network performance of the wireless system. We discuss the interactive software implementation of our metrics and show how this analysis capability enabled the analysts to evaluate the observed effects of network latency and system performance on SA data during an exercise.
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Derek Overby, Jim Wall, John Keyser, "Interactive analysis of situational awareness metrics", Proc. SPIE 8294, Visualization and Data Analysis 2012, 829406 (24 January 2012); doi: 10.1117/12.905187; https://doi.org/10.1117/12.905187
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