Performance Modeling for Multisensor Data Fusion

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5096, Issue , 2003, Pages 354-363

  Chang, K C ^a   Song, Ying ^a   Liggins, Martin ^b  

^a GEORGE MASON UNIVERSITY   (United States)

^b Veridian Systems   (United States)

Author keywords

Bayesian networks; Fusion Performance Model; Mutisensor data fusion

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; MATHEMATICAL MODELS; PROBABILITY; RESOURCE ALLOCATION;

BAYESIAN NETWORKS; MULTISENSOR DATA FUSION;

SENSORS;

EID: 0345138991     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.486868     Document Type: Conference Paper

References (6)

1. J. Hoffman and J. Petty "Fusion System Performance Estimation Modeling", DARPA DBB final report, Lockheed Martin Astronautics Operations, 2001.
2. K. C. Chang, Zhi Tian, Shozo Mori, and Chee-Yee Chong, "MAP Track Fusion Performance Evaluation," in Proc. Fusion'2002, Washington DC, July, 2002.
3. S. L. Lauritzen and D. J. Spiegelhalter, "Local Computations with Probabilities on Graphical Structures and their Application in Expert Systems", Journal Royal Statistical Society B, 50, 1988.
4. K. C. Chang, Jun Liu, and Jing Zhou "Bayesian Probabilistic Inference for Target Recognition," Proceedings of SPIE, Orlando, April, 1996.
5. Kevin Murphy; "The Bayes Net Toolbox for Matlab", Computing Science and Statistics, 2001.
6. S. Mori, K. C. Chang, and C. Y. Chong, "Performance Analysis of Optimal Data Association with Application to Multiple Target Tracking," Multitarget-Multisensor Tracking: Applications and Advances, Vol. II, Chapter 7, Edited by Y. Bar-Shalom, Artech House, 1992.