Data fusion and tracking using HMMs in a distributed sensor network

IEEE Transactions on Aerospace and Electronic Systems

Volumn 33, Issue 1, 1997, Pages 11-28

  Martinerie, Francis ^a  

^a THALES ALENIA SPACE   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; DYNAMIC PROGRAMMING; KALMAN FILTERING; MARKOV PROCESSES; MATHEMATICAL MODELS; OBSERVABILITY; SENSOR DATA FUSION; SENSORS; TRACKING (POSITION);

DISCRETE MARKOVIAN MODELIZATION; DISTRIBUTED SENSOR NETWORK; HIDDEN MARKOV MODELS; MULTIPLE TARGET TRACKING; TARGET MOTION ANALYSIS;

SONAR;

EID: 0030782875     PISSN: 00189251     EISSN: None     Source Type: Journal    
DOI: 10.1109/7.570704     Document Type: Article

References (30)

1. Sitbon, S., and Blanc-Benon, P. (1990) Frequency lines data fusion for a multiple octaves lowed array. In Proceedings of the IEEE ICASSP1990, Toronto, 1990.
2. Quelle, I., and Pillon, D. (1989) Inter array multi tracks association. In Proceeding; of the IEEE ICASSP 1989, Glasgow, 1989.
3. Passerieux, J. M., Pillon, D., and Verveur P. (1989) Track to track association performed on Mahalanobis distance in both observable and unobservable situations. In Proceedings of the ASILOMAR 1989 Conference.
4. Pillon, D., and Blanc-Benon, P. (1988) Multi-tracks association for underwater passive listening. In Proceedings of the NATO-ASI Conference, 1988.
5. Smith, D. J., and Harris, J. I. (1991) Line tracking using artificial neural networks and fuzzy inference. In Proceedings of the Undersea Defense Technology Conference 1991, Paris, 1991.
6. Abel, J. S., Lee, H. J., and Lowell, A. P. (1992) An image processing approach to frequency tracking. In Proceedings of the IEEE-ICASSP 1992, San Francisco, 1992.
7. Martinerie, E, and Ywanne, F. (1991) Target motion analysis from distributed sensors and simultaneous sensor pattern calibration. In Proceeding: of Sonar Siffial Processing Conference, Loughborough, 1991.
8. Ywanne, E, Martinerie, E, and Rabadan, C. (1992) Target tracking from distributed sensors and simultaneous sensors field calibration. In Proceedings of the EUSIPCO 92 Conference, Brussels, 1992.
9. Bar-Shalom, Y, and Fortmann, T. E. (Eds.) (1986) Tracking and data association. New York: Academic Press, 1986.
10. Bar-Shalom, Y. (Ed.) (1990) Multitarget Multiusensor Tracking: Advanced Applications. Dedham, MA: Artech House, 1990.
11. Jauffret, C., and Bar-Shalom, Y. (1990) Track formation with bearing and frequency measurements in clutter. IEEE Transactions on Aerospace and Electronic Systems, 26, 6 (Nov. 1990), 999-1009.
12. Barniv, Y. (1985) Dynamic programming solution for detecting dim moving targets. IEEE Transactions on Aerospace and Electronic Systems, AES-21, 1 (Jan. 1985), 144-156.
13. Barniv, Y (1986) Dynamic programming solution for detecting dim moving targets. Part II: Analysis. IEEE Transactions on Aerospace and Electronic Systems, AES-23, 6 (Nov. 1986), 776-787.
14. Arnold, J., Shaw, S., and Pasternack, H. (1993) Efficient target tracking using dynamic programming. IEEE transactions on Aerospace and Electronic Systems, 29, 1 (Jan. 1993), 44-56.
15. Streit, R. L., and Barren, R. F. (1990) Frequency line tracking using hidden Markov models. IEEE Transactions on Acoustics, Speech, and Signal Processing, 38, 4 (Apr. 1990), 586-598.
16. Xie, X., and Evans, R. J. (1991) Multiple target tracking and multiple frequency line tracking using hidden markov models. IEEE Transactions on Signal Processing, 39, 2 (Dec. 1991), 2659-2676.
17. Xie, X., and Evans, R. J. (1993) Multiple frequency line tracking using hidden Markov models - Further results. IEEE Tansactions on Signal Processing, 41, 1 (Jan. 1993), 334-343.
18. Barrett, R. E, and Holdsworth, D. A. (1993) Frequency line tracking using HMMs with amplitude and phase information. IEEE Transactions on Signal Processing, 41, 10 (Oct. 1993), 2965-2975.
19. Bethel, R. E., and Rakikka, R. G. (1992) Multisignal time delay estimation and tracking. IEEE Transactions on Aerospace and Electronic Systems, 38, 3 (July 1992), 675-696.
20. Martinerie, E, and Forster, P. (1992) Data association and tracking from distributed sensors using hidden Markov models and dynamic programming. In Proceedings of the IEEE-ICASSP'92 Conference, San Francisco, 1992.
21. Martinerie, F. (1993) New data fusion and tracking approache in multiple targets/distributed sensors network contexts. In Proceedings of the IEEE-ICASSP'93 Conference, Minneapolis, 1993.
22. Tremois, O. (1995) Study of trajectography methods for maneuvering sources. Ph.D. dissertation, University of Rennes I, France, 1995.
23. Le Cadre, J. P., and Tremois, O. (1994) Maneuvering target motion analysis using HMM. In Proceeding of the IEEE-ICASSP'94 Conference, Adelaide.
24. Shafer, G. (1976) A mathematical theory of evidence. Princeton, NJ: Princeton University Press, 1976.
25. Urick, R. J. (1983) Principles of Underwater Sounds (3rd ed.). New York: McGraw-Hill, 1983.
26. Appriou, A. (1989) Interest of uncertainty theories in the data fusion field. In Proceeding of the International RADAR Conference, Paris, 1989.
27. Bogler, P. L. (1987) Shafer Dempster reasoning with applications to multisensor target identification systems.IEEE Transactions on Systems, Man, and Cybernetics, MC-17, 6 (Nov./Dec. 1987), 968-977.
28. Rabiner, L. R., and Juang, B. H. (1986) An introduction to hidden Markov models. IEEE-ASSP Magazine (Jan. 1986).
29. Forney, G. D. (1973) The Viterbi algorithm. Proceedings of the IEEE, 61, 3 (Mar. 1973).
30. Castanon, D. A. (1990) Efficient algorithms to find the K best paths through a treillis. IEEE Transactions on Aerospace and Electronic Systems, 26, 2 (Mar. 1990), 40610.