7 May 2010 Aspects of sensor data fusion in interoperable ISR systems of systems for wide-area ground surveillance
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Abstract
Within the context of C4ISTAR information "systems of systems", we discuss sensor data fusion aspects that are aiming at the generation of higher-level in-formation according to the JDL model of data fusion. In particular, two issues are addressed: (1) Tracking-derived Situation Elements: Standard target tracking applications gain information related to 'Level 1 Fusion' according to the well-established terminology of the JDL model. Kinematic data of this type, however, are by no means the only information to be derived from tar-get tracks. In many cases, reliable and quantitative higher level information according to the JDL terminology can be obtained. (2) Anomaly Detection in Tracking Data Bases: Anomaly detection can be regarded as a process of information fusion that aims at focusing the attention of human decision makers or decision making systems is focused on particular events that are "irregular" or may cause harm and thus require special actions.
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Wolfgang Koch, Wolfgang Koch, Martin Ulmke, Martin Ulmke, Joachim Biermann, Joachim Biermann, Marion Sielemann, Marion Sielemann, } "Aspects of sensor data fusion in interoperable ISR systems of systems for wide-area ground surveillance", Proc. SPIE 7694, Ground/Air Multi-Sensor Interoperability, Integration, and Networking for Persistent ISR, 769405 (7 May 2010); doi: 10.1117/12.852497; https://doi.org/10.1117/12.852497
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