Discrimination gain to optimize detection and classification

IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans.

Volumn 27, Issue 1, 1997, Pages 112-116

  Kastella, Keith ^a  

^a LOCKHEED MARTIN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; OPTIMAL SYSTEMS; OPTIMIZATION; PROBABILITY DENSITY FUNCTION; SENSOR DATA FUSION; SIGNAL TO NOISE RATIO; SPURIOUS SIGNAL NOISE;

BAYES RULE; BINARY SEARCH TREE STRUCTURE; DISCRETE DETECTION CELLS; DISCRIMINATION GAIN; SENSOR MANAGEMENT;

SENSORS;

EID: 0030736754     PISSN: 10834427     EISSN: None     Source Type: Journal    
DOI: 10.1109/3468.553230     Document Type: Article

References (16)

1. S. S. Blackman, Multiple-Target Tracking with Radar Application. Norwood, MA: Artech House, 1986.
2. R. E. Blahut, Principles and Practice of Information Theory. Reading, MA: Addison-Wesley, 1987.
3. D. A. Castanon, "Optimal search strategies in dynamic hypothesis testing," IEEE Trans. Syst. Man, Cybern., vol. 25, no. 7, pp. 1130-1138, July 1995.
4. T. H. Cormen, C. E. Leiserson, and R. L. Rivest, Introduction to Algorithms. Cambridge, MA: MIT Press, 1990.
5. K. J. Hintz and E. S. McVey, "Multi-process constrained estimation", IEEE Trans. Syst., Man, Cybern., vol. 21, pp. 237-244, Jan./Feb. 1991.
6. A. H. Jazwinski, Stochastic Process and Filtering Theory. New York: Academic, 1970.
7. J. N. Kapur and H. K. Kesavan, Entropy Optimization Principles with Applications. Boston, MA: Academic, 1992.
8. J. Llinas, K. J. Hintz and G. O. Beale, "Applications of automatic control theory to sensor scheduling," Naval Air Warfare Center Tech. Rep. NAWCADWAR-93002-50, Sept. 30, 1992.
9. R. Mahler, "Nonadditive probability, finite-set statistics, and information fusion," in IEEE Conf. Decision and Control, New Orleans, LA, Dec. 12-15, 1995, vol. 2, pp. 1947-1952.
10. S. Musick and R. Malhotra, "Chasing the elusive sensor manager," Proc. NAECON, Dayton, OH, May, 1994, pp. 606-613.
11. J. M. Nash, "Optimal allocation of tracking resources," Proc. IEEE Conf. Decision Control, 1977, pp. 1177-1180.
12. R. Popoli, "The sensor management imperative," in Multitarget-Multisensor Tracking: Advanced Applications, vol. II, Y. Bar-Shalom, Ed. Boston, MA: Artech House, 1992.
13. G. A. Watson and W. D. Blair, "IMM algorithm for tracking targets that maneuver through coordinated turns," Proc. SPIE Signal and Data Processing of Small Targets, Apr. 1992, Orlando, FL, pp. 236-247.
14. _, "Revisit control of a phased-array radar for tracking maneuvering targets when supported by a precision electronic support measures sensor," Proc. SPIE Signal and Data Processing of Small Targets, Apr. 1994, Orlando, FL, pp. 448-459.
15. W. Schmaedeke, "Information-based sensor management," SPIE Proc., vol. 1955, pp. 156-164, Apr. 1993.
16. W. Schmaedeke and K. Kastella, "Information theory and sensor management," Basic Research Group of the Joint Directors of Laboratories 1993 Symp. on Command and Control Research, June 28-July 1, 1993, pp. 131-144.