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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Bibliographic Details
Published in:IEEE aerospace and electronic systems magazine 2012-09, Vol.27 (9), p.4-20
Main Authors: Blasch, E. P., Lambert, D. A., Valin, P., Kokar, M. M., Llinas, James, Das, S., Chee Chong, Shahbazian, E.
Format: Magazinearticle
Language:English
Subjects:
Aircraft components
Communities
Conferences
Data fusion
Data models
Decision support systems
Electronic systems
Fusion
Information systems
Representations
Sensors
Systems design
Thrust
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Summary: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).
ISSN:0885-8985
1557-959X
DOI:10.1109/MAES.2012.6366088