Unified optimal linear estimation fusion. I. Unified models and fusion rules

Proceedings of the 3rd International Conference on Information Fusion, FUSION 2000

Volumn 1, Issue , 2000, Pages

  Li, X Rong ^a   Zhu, Yunmin ^b   Han, Chongzhao ^c  

^a UNO College of Engineering   (United States)

^b SICHUAN UNIVERSITY   (China)

^c XI'AN JIAOTONG UNIVERSITY   (China)

Author keywords

BLUE; Estimation fusion; fusion rules; least squares; MMSE estimation; track fusion

Indexed keywords

DATA FUSION;

BLUE; ESTIMATION FUSION; FUSION RULE; LEAST SQUARE; MMSE ESTIMATION; TRACK FUSION;

INFORMATION FUSION;

EID: 84895222455     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IFIC.2000.862451     Document Type: Conference Paper

References (14)

1. A. T. Alouani, T. R. Rice, and R. E. Helmick, "On Sensor Track Fusion, " in Proc. 1994 American Control Conf., (Baltimore, MD), pp. 1042-1048, June 1994.
2. Y. Bar-Shalom, "On the Track-to-Track Correlation Problem, " IEEE Trans. Automatic Control, vol. AC- 26, pp. 571-572, Apr. 1981.
3. Y. Bar-Shalom and L. Campo, "The Effect of the Common Process Noise on the Two-Sensor Fused- Track Covariance, " IEEE Trans. Aerospace and Electronic Systems, vol. AES-22, pp. 803-805, Nov. 1986.
4. Y. Bar-Shalom and X. R. Li, Estimation and Tracking: Principles, Techniques, and Software. Boston, MA: Artech House, 1993. (Reprinted by YBS Publishing, 1998).
5. Y. Bar-Shalom and X. R. Li, Multitarget-Multisensor Tracking: Principles and Techniques. Storrs, CT: YBS Publishing, 1995.
6. H. F. Chen, Recursive Estimation and Control for Stochastic Systems. New York: Wiley, 1985.
7. C. Y. Chong, "Hierarchical Estimation, " in Proc. Second MIT/ONR Workshop on C3, (Monterey, CA), July 1979.
8. C. Y. Chong, S. Mori, W. H. Barker, and K. C. Chang, "Architectures and Algorithms for Track Association and Fusion, " IEEE AES Systems Magazine, pp. 5-13, Jan. 2000.
9. C. Y. Chong, S. Mori, and K. C. Chang, "Distributed Multitarget Multisensor Tracking, " in Multitarget-Multisensor Tracking: Advanced Applications, (Y. Bar-Shalom, ed.), pp. 247-295, Norwood, MA: Artech House, 1990.
10. O. E. Drummond, "A Hybrid Sensor Fusion Algorithm Architecture and Tracklets, " in Proc. 1997 SPIE Conf. on Signal and Data Processing of Small Targets, vol. 3163, pp. 512-524, 1997.
11. O. E. Drummond, "Tracklets and a Hybrid Fusion With Process Noise, " in Proc. 1997 SPIE Conf. on Signal and Data Processing of Small Targets, vol. 3163, pp. 512-524, 1997.
12. X. R. Li, C. Z. Han, and J. Wang, "Recursive Smoothing and Prediction for Linear Discrete-Time Systems, " in Proc. 39th IEEE Conf. on Decision and Control (submitted), (Sydney, Australia), Dec. 2000.
13. X. R. Li and J. Wang, "Unified Optimal Linear Estimation Fusion-Part II: Discussions and Examples, " in Proc. 2000 International Conf. on Information Fusion, (Paris, France), July 2000.
14. M. Liggins, C. Y. Chong, I. Kadar, M. G. Alford, V. Vannicola, and S. Thomopoulos, "Distributed Fusion Architectures and Algorithms for Target Tracking, " Proceedings of the IEEE, vol. 85, pp. 95-107, Jan. 1997.