TY - GEN
T1 - Pragmatic data fusion uncertainty concerns
T2 - 19th International Conference on Information Fusion, FUSION 2016
AU - Blasch, Erik
AU - Costa, Paulo C.G.
AU - De Villiers, J. Pieter
AU - Laskey, Kathryn B.
AU - Llinas, James
AU - Jousselme, Anne Laure
N1 - Publisher Copyright:
© 2016 ISIF.
PY - 2016/8/1
Y1 - 2016/8/1
N2 - Over the course of Dave Hall's career, he highlighted various concerns associated with the implementation of data fusion methods. Many of the issues included the role of uncertainty in data fusion, practical implementation of sensor fusion systems, and incorporating new technology into information fusion designs. These thoughts were communicated through technical books and Handbook collections of articles from authors in the fusion community as comprehensive discussions of data collection and processing to knowledge acquisition and delivery. A summary of the uncertainty issues from Dave Hall, originating with the Joint Directors of the Laboratories (JDL) model, include these attributes across the JDL Levels which are: data (variance), object assessment (covariance), situation (representation), threat (possibility), sensor management (delay), and user (cognition). This paper explores the concepts of uncertainty addressed by Dave Hall from many of his publications that can be used as an anthology of his work.
AB - Over the course of Dave Hall's career, he highlighted various concerns associated with the implementation of data fusion methods. Many of the issues included the role of uncertainty in data fusion, practical implementation of sensor fusion systems, and incorporating new technology into information fusion designs. These thoughts were communicated through technical books and Handbook collections of articles from authors in the fusion community as comprehensive discussions of data collection and processing to knowledge acquisition and delivery. A summary of the uncertainty issues from Dave Hall, originating with the Joint Directors of the Laboratories (JDL) model, include these attributes across the JDL Levels which are: data (variance), object assessment (covariance), situation (representation), threat (possibility), sensor management (delay), and user (cognition). This paper explores the concepts of uncertainty addressed by Dave Hall from many of his publications that can be used as an anthology of his work.
KW - ETURWG
KW - Hard-soft fusion
KW - Information Fusion
KW - Level 5 User Refinement
KW - Uncertainty Reasoning
KW - URREF
UR - https://www.scopus.com/pages/publications/84992025628
M3 - Conference contribution
AN - SCOPUS:84992025628
T3 - FUSION 2016 - 19th International Conference on Information Fusion, Proceedings
SP - 472
EP - 479
BT - FUSION 2016 - 19th International Conference on Information Fusion, Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 5 July 2016 through 8 July 2016
ER -