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- W5981544 abstract "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." @default.
- W5981544 created "2016-06-24" @default.
- W5981544 creator A5033234592 @default.
- W5981544 date "2009-02-18" @default.
- W5981544 modified "2023-09-26" @default.
- W5981544 title "Perceptual Reasoning Managed Situation Assessment for Harbour Protection" @default.
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- W5981544 doi "https://doi.org/10.1007/978-1-4020-8883-4_18" @default.
- W5981544 hasPublicationYear "2009" @default.
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