DocumentCode
2449004
Title
Resource management and its interaction with level 2/3 fusion from the fusion06 panel discussion
Author
Blasch, Erik ; Kadar, Ivan ; Hintz, Ken ; Biermann, J. ; Chong, Chee ; Salerno, John ; Das, Subrata
Author_Institution
Air Force Res. Lab., Wright-Patterson AFB, OH
fYear
2007
fDate
9-12 July 2007
Firstpage
1
Lastpage
10
Abstract
Sensor resource management (or process refinement) is a element of any information fusion system. Common level 4 sensor management (SM) inter-relations to level 1 target tracking and identification have been developed in the literature. During Fusion06, a panel discussion was held to explore the challenges and issues pertaining to the interaction between SM and situation and threat assessment. This paper summarizes the key tenants of the discussion to filter vast experiences of the invited panel experts. The common themes were: (1) addressing the user in system management/control; (2) determining a standard set of metrics for optimization; (3) optimizing/evaluating fusion systems to deliver timely information needs; (4) dynamic updating for planning mission time-horizons; (5) joint optimization of objective functions at all levels; (6) L2/3 situation entity definitions for knowledge discovery, modeling, and information projection; and (7) addressing constraints for resource planning and scheduling.
Keywords
data mining; optimisation; scheduling; sensor fusion; target tracking; information fusion system; information projection; knowledge discovery; knowledge modeling; level 2/3 fusion; objective functions; optimization; planning mission time horizons; process refinement; resource planning; scheduling; sensor resource management; situation assessment; system control; system management; target tracking; threat assessment; Fusion; Resource/Sensor Management; Situational/Impact Assessment; User Refinement;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Fusion, 2007 10th International Conference on
Conference_Location
Quebec, Que.
Print_ISBN
978-0-662-45804-3
Electronic_ISBN
978-0-662-45804-3
Type
conf
DOI
10.1109/ICIF.2007.4408013
Filename
4408013
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