A data fusion algorithm for multisensor systems

Proceedings of the 5th International Conference on Information Fusion, FUSION 2002

Volumn 1, Issue , 2002, Pages 341-345

  Vershinin, Y A ^a  

^a Institute for Clean Growth and Future Mobility   (United Kingdom)

Author keywords

continuous time control systems; data fusion; Kalman Filter; multisensor systems

Indexed keywords

ALGORITHMS; CONTINUOUS TIME SYSTEMS; CONTROL SYSTEMS; INFORMATION FUSION; KALMAN FILTERS; SENSOR DATA FUSION; SENSORS;

CENTRAL PROCESSORS; CONTINUOUS-TIME; CONTINUOUS-TIME CONTROL SYSTEMS; DATA FUSION ALGORITHM; DECENTRALIZED KALMAN FILTERS; LOCAL SUBSYSTEM; MEASUREMENT NOISE; SENSORS AND ACTUATORS;

DATA FUSION;

EID: 84876468688     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIF.2002.1021172     Document Type: Conference Paper

References (11)

1. th Conference on Decision and Control, Clearwater, FL, Dec. 1976, pp.570-574.
2. J. L. Speyer, "Computation and transmission requirements for a decentralized liner-quadratic Gaussian control problem," IEEE Transactions on Automatic Control, vol. AC-24, pp.266-269, Apr. 1979.
3. H. R. Hashemipour, S. Roy, and A. J. Laub, "Decentralized structures for parallel Kalman filtering," IEEE Transactions on Automatic Control, vol. AC-33, pp.88-94, Jan. 1988.
4. N. A. Carlson, "Federated square root filter for decentralized parallel processes," IEEE Transactions on Aerospace and Electronic Systems, Vol. AES-26, No. 3, pp. 517-525, May 1990.
5. C. Y. Chong, S. Mori, and K. C. Chang, "Distributed multitaget multisensor tracking", in Y. Bar-Shalom (ed.): Multi-Target Multi-Sensor Tracking. Norwood, MA: Artec House, 1990.
6. J. E. Wall, Jr., A. S. Willsky, and N. R Sandell, Jr., "On the fixed-interval smoothing problem," Stochastics, Vol. 5, pp. 1-41, 1981.
7. F. C Schweppe, Uncertain Dynamic Systems. Englewood Cliffs, N.J.: Prentice-Hall, 1973.
8. D. Q. Mayne, "A solution of the smoothing problem for linear dynamic systems," Automatica, Vol. 4, No. 2, pp. 73-92, 1966.
9. B. C. Levy, D. A. Castanon, G. C. Verghese, and A. S. Willsky, "A scattering framework for decentralized estimation problem," Automatica, Vol. 19, No. 4, pp. 373-384, 1983.
10. T. H. Kerr, "Extending decentralized Kalman filtering results for novel real-time multisensor image fusion and/or restoration," SPIE, Vol. 2755, pp. 548-564, 1996.
11. B. S. Rao and H. F. Durrant-Whyte, "Fully decentralized algorithm for multisensor Kalman filtering", IEEProceedings, Vol. 138, No. 5, Sept. 1991.