A central problem in Harbour Protection situation assessment is the rapid acquisition and interpretation of information from multiple potentially disparate sources. A perceptual reasoning system paradigm framework is presented as a candidate toward the solution of the problem. The perceptual reasoning system is shown to be a natural governing mechanism for adaptive interacting control of information fusion, the use and update of prior knowledge bases, the generation of anticipation/prediction hypotheses, reinforcement learning and the timely management of uncertainty in situation assessment. The constructs and interaction among elements of the perceptual reasoning system are described. A conceptual data fusion/situation assessment system architecture based on the perceptual reasoning system paradigm is illustrated for harbour protection situation awareness using information from distributed C4ISR and local sensor systems, contextual, a priori and anticipatory information for enhanced target detection, localization, tracking and identification. Concepts are discussed for applying the candidate system to facets of the harbour protection problem as a means to enhance timely maritime domain awareness.
Perceptual Reasoning Managed Situation Assessment for Harbour Protection
01.01.2009
8 pages
Aufsatz/Kapitel (Buch)
Elektronische Ressource
Englisch
Harbour protection , C4ISR , situation assessment , perceptual reasoning , maritime awareness Computer Science , Computer Systems Organization and Communication Networks , Applications of Mathematics , Information Systems and Communication Service , Computer Imaging, Vision, Pattern Recognition and Graphics , Computer Appl. in Social and Behavioral Sciences
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