Instantiation of dynamic goals based on situation information in sensor management systems

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 6235, Issue , 2006, Pages

  Hintz, Kenneth J ^a   Henning, Matthew ^a  

^a George Mason University   (United States)

Author keywords

Bayesian Networks; Goal Lattice; Influence Diagrams; Sensor management; SIEV Net; Situation information

Indexed keywords

BAYESIAN NETWORKS; GOAL LATTICE; INFLUENCE DIAGRAMS; KULLBACK-LEIBLER DIVERGENCE; SENSOR MANAGEMENT; SITUATION INFORMATION EXPECTED VALUE NETWORK (SIEV);

INFORMATION TECHNOLOGY; INFORMATION THEORY; SCHEMATIC DIAGRAMS; SENSOR DATA FUSION;

SENSORS;

EID: 33748661106     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.665017     Document Type: Conference Paper

References (11)

1. K. J. Hintz and E. S. McVey, "Multi-Process Constrained Estimation," IEEE Transaction on Systems, Man, and Cybernetics, vol. 21, no. 1, pp. 434-442, Jan/Feb 1991.
2. K. J. Hintz, and G. McIntyre, "Goal Lattices for Sensor Management," Proceedings Signal Processing, Sensor Fusion, and Target Recognition VIII, 1999 SPIE International Symposium on Aerospace/Defense Sensing & Control, vol. 3720, pp. 249-255, Orlando, FL, April 5-7, 1999.
3. G. A. McIntyre, "A Comprehensive Approach to Sensor Management and Scheduling", Ph.D. Dissertation, Fall 1998, | George Mason University, Fairfax, VA.
4. K. J. Hintz and J. Malachowski, "Dynamic goal instantiation in goal lattices for sensor management," Signal Processing, Sensor Fusion, and Target Recognition XIV; Ivan Kadar; Ed., Proc. SPIE Vol. 5809, pp. 93-99, Orlando, FL, April 2005.
5. E. Waltz and J. Llinas, Multisensor Data Fusion, Artech House, 1990.
6. K. J. Hintz, "A Measure of the Information Gain Attributable to Cueing", IEEE Trans. on Systems, Man, and Cybernetics, vol. 21, no. 2, pp. 434-442, March/April 1991.
7. F. Jensen, "An Introduction to Bayesian Networks," Springer Verlag, 1996.
8. E. Charnaik, "Bayesian Networks without Tears," AI Magazine, pp. 50-63, Winter 1991.
9. R. D. Shachter, "Evaluating Influence Diagrams," Operations Research, v. 34, no. 6, pp. 871-882, Nov/Dec 1986.
10. T. B. Sheridan, "Reflections on Information and Information Value," IEEE Trans. SMC, v. 25, no. 1, pp. 194-96, Jan. 1995.
11. K. J. Hintz, and G. McIntyre, "Information Instantiation in Sensor Management," Proceedings Signal Processing, Sensor Fusion, and Target Recognition VII, 1998 SPIE International Symposium on Aerospace/Defense Sensing & Control, vol. 3374, pp. 38-47, Orlando, FL, April 13-15, 1998.