High Level Information Fusion (HLIF): Survey of models, issues, and grand challenges
High-level information fusion (situation and threat assessment, process and user refinement) requires novel solutions for the operational transition of information fusion designs. Low-level (signal processing, object state estimation and characterization) is well-vetted in the community as compared...
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Veröffentlicht in: | IEEE aerospace and electronic systems magazine 2012-09, Vol.27 (9), p.4-20 |
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Hauptverfasser: | , , , , , , , |
Format: | Magazinearticle |
Sprache: | eng |
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Zusammenfassung: | High-level information fusion (situation and threat assessment, process and user refinement) requires novel solutions for the operational transition of information fusion designs. Low-level (signal processing, object state estimation and characterization) is well-vetted in the community as compared to high-level information fusion (control and relationships to the environment). Specific areas of interest include modeling (situations, environments), representations (semantic, knowledge, and complex), information management (ontologies, protocols) systems design (scenario-based, user-based, distributed-agent) and evaluation (measures of performance/effectiveness, and empirical case studies). |
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ISSN: | 0885-8985 1557-959X |
DOI: | 10.1109/MAES.2012.6366088 |