DocumentCode
450986
Title
DFIG level 5 (user refinement) issues supporting situational assessment reasoning
Author
Blasch, Erik
Author_Institution
Air Force Res. Lab., WPAFB, OH, USA
Volume
1
fYear
2005
fDate
25-28 July 2005
Abstract
Subsequent revisions to the JDL model modified definitions for model usefulness that stressed differentiation between fusion (estimation) and sensor management (control). Two diverging groups include one pressing for fusion automation (JDL revisions) and one advocating the role of the user (user-fusion model). The center of debate is real-world delivery of fusion systems which requires presenting information fusion results for knowledge representation (fusion estimation) and knowledge reasoning (control management). The purpose of the paper is to highlight the need of users, with individual differences, facilitated by knowledge representations to reason about user situational awareness (SA). This position paper highlights: (1) addressing the user in system management/control, (2) assessing information quality (metrics) to support SA, (3) evaluating fusion systems to deliver user info needs, (4) planning knowledge delivery for dynamic updating, (5) designing SA interfaces to support user reasoning.
Keywords
inference mechanisms; knowledge representation; sensor fusion; user interfaces; DFIG level 5; JDL model; fusion automation; information fusion; knowledge reasoning; knowledge representation; real-world delivery; sensor management; user reasoning; user situational awareness; Bandwidth; Data processing; Graphical models; Inference algorithms; Intelligent networks; Laboratories; Sensor systems; Stochastic systems; Target tracking; Tin;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Fusion, 2005 8th International Conference on
Print_ISBN
0-7803-9286-8
Type
conf
DOI
10.1109/ICIF.2005.1591830
Filename
1591830
Link To Document