Data association using fused data from multiple sensors

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 1699, Issue , 1992, Pages 60-71

  Kittur, Vishnuraj ^a   Thompson, Wiley E ^a  

^a NEW MEXICO STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

SIGNAL PROCESSING;

DATA ASSOCIATION; MULTI-SENSOR DATA; MULTI-TARGET TRACKING; MULTIPLE SENSORS; NUMERICAL ATTRIBUTES; TARGET TYPE;

TARGET TRACKING;

EID: 84901431658     PISSN: 0277786X     EISSN: 1996756X     Source Type: Conference Proceeding    
DOI: 10.1117/12.138256     Document Type: Conference Paper

References (17)

1. S. Blackman, Multiple Target Tracking with Radar Applications. Artech House, Dedham, MA.
2. P. Bogler, "Shafer-Dempster reasoning with applications to multisensor target identification systems, " IEEE Trans. System, Man and Cybernetics, Vol. 17, no. 6, pp. 968-977, 1987.
3. P. Nahin, J. Pokoski, "NCTR plus sensor fusion equals IFFN or Can two plus two equal five?, " IEEE trans, on Aerospace and Electronic Systems, vol. AES-16, no. 3, pp. 320-337, May 1980.
4. Y. Bar-Shalom, T. Fortman, Tracking and Data Association. Academic Press, 1988.
5. R. Lou, M. Kay, "Multisensor integration and fusion: issues and approaches, " in Proc. SPIE Infrared Sensors and Sensor Fusion vol. 931 Orlando, FL, Apr. 1988.
6. T. D. Garvey, J. Lowrance, M. Fischler, "An inference technique for integrating knowledge for disparate source, " in proc. 7th International Joint Conference on Artificial Intelligence (Vancouver, BC), 1981, pp. 868-875.
7. T. D. Garvey, "A survey of AI approaches to the integration of information, " in proc. SPIE Infrared Sensors and Sensor Fusion, Vol. 782 R. G. Buser and F. B. Weds. Orlando, FL, pp. 68-82, May. 1987.
8. L. Pau, "Fusion of multisensor data in pattern recognition, " in Pattern Recognition Theory and Application, J. Kittler, K. Fu, L. Pau Eds. Reidel, 1982.
9. H. Rasoulian, An Experimental data fusion model for multisensor system. Doctoral Thesis, Dept of Electrical and Computer Engineering, at New Mexico State Univ. Dec. 1989.
10. A. Salvi, Adaptive selection of sensors based on individual performances in a multisensor environment. Masters Thesis, Dept. of Electrical and Computer Engineering, at New Mexico State Univ. May. 1991.
11. R. Lou, M. Lin, R. Scherp, "The issues and approaches of robot multi-sensor integration, " in Proc. IEEE Int. Conf. on Robotics and Automation. Raleigh, NC. pp. 1076-1081, Mar. 1987.
12. A. Dempster, "A generalization of Bayesain inference, " J. Roy. Statis. Soc. Ser. B 30, pp. 205-247, 1963.
13. A. Dempster, "Upper and lower probabilities induced by multivalued mapping, " Annual Math. Statist, vol. 38, pp. 325-339, 1967.
14. G. Schafer, A Mathematical Theory of Evidence. Princeton, NJ: Princeton Univ. Press, 1976.
15. J. Baraett, "Computational methods for a mathematical theory of evidence, " in Proc. of the 7th International Joint Conference on Artificial Intelligence (Vancouver BC), 1981, pp. 868-875.
16. D. Reed, "An algorithm for tracking multiple targets", IEEE Trans, on Automatic Control vol. AC-24, no 6, pp. 843-854, Dec. 1979.
17. A. Farina, F. Studer, Radar Data Processing, vol. i & vol ii. Research Studies Press, 1985.