The levels 2, 3, 4 fusion challenge: Fundamental statistics

Proceedings of the Seventh International Conference on Information Fusion, FUSION 2004

Volumn 1, Issue , 2004, Pages 535-536

  Mahler, Ronald ^a  

^a LOCKHEED MARTIN   (United States)

Author keywords

Resource management; Sensor management; Situation assessment; Threat assessment

Indexed keywords

ALGORITHMS; INFORMATION MANAGEMENT; PROBLEM SOLVING; RESOURCE ALLOCATION; SENSOR DATA FUSION; STATISTICAL METHODS;

RESOURCE MANAGEMENT; SENSOR MANAGEMENT; SITUATION ASSESSMENT; THREAT ASSESSMENT;

DATA PROCESSING;

EID: 6344221771     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. I. Goodman, R. Mahler, and H. Nguyen, Mathematics of Data Fusion, Kluwer, New York, 1997.
2. R. Mahler, "Bayesian vs. 'plain-vanilla Bayesian' multitarget statistics," in I. Kadar (ed.), Signal Processing, Sensor Fusion, and Target Recognition XIII, SPIE Vol. 5429, to appear, 2004.
3. R. Mahler (2002) "An extended first-order Bayes filter for force aggregation," in O. Drummond (ed.), Signal and Data Processing of Small Targets 2002, SPIE Vol. 4729, pp. 196-207
4. R. Mahler, "Formal vs. heuristic modeling for multitarget Bayesian filtering," in O. Drummond (ed.), Signal and Data Processing of Small Targets 2004, SPIE Vol. 5428, to appear, 2004.
5. R. Mahler, An Introduction to Multisource-Multitarget Statistics and Its Applications, Lockheed Martin Technical Monograph, Eagan MM, 2000.
6. R. Mahler, "Multitarget filtering via first-order multitarget moments," IEEE Trans. AES, 39(4), 2003.
7. R. Mahler, "Multitarget sensor management of dispersed mobile sensors," in S. Butenko, R. Murphey, and P. Paralos (eds.), Theory and Algorithms for Cooperative Systems, Kluwer, New York, 2004.
8. R. Mahler, "Random set theory for target tracking and identification," in D.L. Hall and J. Llinas (eds.), Handbook of Multisensor Data Fusion, CRC Press, Boca Raton FL, 2002.
9. th Int'l Conf. on Information Fusion, Stockhohn, June 28-July 1, 2004.
10. R. Mahler, '"Statistics 101' for multisensor, multitarget data fusion," IEEE AES Mag., Part 2: Tutorials, 19(1), 53-64, 2004.
11. R. Mahler, "Unified Bayes multitarget fusion of ambiguous data sources," Proc. Int'l Conf. on Integration of Knowledge Intensive Multi-Agent Systems, 343-348, Cambridge MA, Sept. 30-Oct. 4, 2003.